- 11 Best Companies to Work for as a Data Scientist - Dec 30, 2021.
This list of best data science companies aims to go beyond the usual and expected. Some great and perhaps underrated options to get a job as a data scientist.
Career Advice, Companies, Data Scientist
Three R Libraries Every Data Scientist Should Know (Even if You Use Python) - Dec 20, 2021.
Check out these powerful R libraries built by the world’s biggest tech companies.
Data Science, Data Scientist, Python, R
- The 5 Characteristics of a Successful Data Scientist - Dec 17, 2021.
I've put some thought into this, and come up with the 5 characteristics of a what I believe define a successful data scientist. Do you agree?
Career Advice, Data Science, Data Scientist
- How I 14Xed my salary in 14 years as a data analytics/science professional - Dec 16, 2021.
Learn how one data scientist increased their full-time job salary 14 times in 14 years of a career, with highlights on experiencing an IPO, RSUs, start-ups and working at FAANG companies.
Career Advice, Data Scientist, Industry, Salary
5 Key Skills Needed To Become a Great Data Scientist - Dec 15, 2021.
Based on 10 years of my experience (learn to build those skills).
Career Advice, Data Science, Data Scientist
- My First Six Months as a Data Scientist - Dec 13, 2021.
The technical and non-technical lessons I’ve learned.
Career Advice, Data Science, Data Scientist
- Stop Learning Data Science to Find Purpose and Find Purpose to Learn Data Science - Dec 10, 2021.
How I flipped the educational model to become a more effective data scientist.
Career Advice, Data Science, Data Scientist
Building a solid data team - Dec 8, 2021.
How do you put together a solid data science team when it comes to developing data-driven products? A variety of roles are available to consider, so which ones do you need and which are most crucial?
Agile, Careers, Data Engineer, Data Science Team, Data Scientist, Product Owner, Software Developer
- How Data Scientists Can Get the Ear of CFOs (And Why You Want It) - Dec 8, 2021.
Hey, data scientists! Here’s how to bend your CFO’s ear, equip your company with high-quality analysis, and boost your value and career in the process.
Analytics, Career Advice, Data Scientist
- What Does a Data Scientist Do? - Dec 6, 2021.
This guide provides you with the best possible, most direct, and clear answers to "What is data science?" and "What does a data scientist do?".
Advice, Career Advice, Data Science, Data Science Education, Data Scientist, Roles, Salary
Why Machine Learning Engineers are Replacing Data Scientists - Nov 29, 2021.
The hiring run for data scientists continues along at a strong clip around the world. But, there are other emerging roles that are demonstrating key value to organizations that you should consider based on your existing or desired skill sets.
Career Advice, Data Scientist, Machine Learning Engineer
- What’s the difference between a Data Scientist and a Data Analyst? - Nov 25, 2021.
Find out the major differences between a Data Analyst and a Data Scientist, and read the author's pointers on what they would recommend you to do if you wish to make that transition from Data Analyst to Data Scientist.
Career Advice, Data Analyst, Data Analytics, Data Science, Data Scientist
- 5 Tips to Get Your First Data Scientist Job - Nov 22, 2021.
Read some of the key things the author has learned during the infamous job seeking stage.
Career Advice, Data Science, Data Scientist
- Data Scientists: How to Sell Your Project and Yourself - Nov 18, 2021.
Follow this formula for the perfect elevator pitch.
Career Advice, Data Science, Data Scientist, Project
- Virtual Presentation Tips for Data Scientists - Nov 16, 2021.
Learn how to effectively communicate your work.
Career Advice, Data Science, Data Scientist, Presentation, Visualization
- The Best Ways for Data Professionals to Market AWS Skills in 2022 - Nov 5, 2021.
Knowing your way around Amazon Web Services (AWS) is increasingly useful. Here are five ways to market your AWS skills in today’s job market.
AWS, Career Advice, Data Science Skills, Data Scientist
Data Scientist Career Path from Novice to First Job - Nov 3, 2021.
If you are beginning your data science journey, then you must be prepared to plan it out as a step-by-step process that will guide you from being a total newbie to getting your first job as a data scientist. These tips and educational resources should be useful for you and add confidence as you take that first big step.
Beginners, Career Advice, Data Scientist
- Salary Breakdown of the Top Data Science Jobs - Nov 2, 2021.
Machine Learning vs NLP vs Data Engineer vs Data Scientist, and what it means to be in each role.
Career Advice, Data Engineer, Data Scientist, Machine Learning Engineer, NLP, Salary
- Want to Join a Bank? Everything Data Scientists Need to Know About Working in Fintech - Oct 28, 2021.
There is ample opportunity for data scientists in the financial services sector. The career experience can be very different, however, from similar roles at pure technology organizations. So, it's best to first consider if this industry is right for your interests, preferences for how you work, and long-term goals.
Career Advice, Data Scientist, Finance, Fintech
A Guide to 14 Different Data Science Jobs - Oct 27, 2021.
The field of data science is growing into one that features a variety of job titles This guide reviews different positions available for you to consider if you have a data science background.
Business Analyst, Career Advice, Data Analyst, Data Engineer, Data Scientist, Jobs, Machine Learning Engineer
Data Scientist vs Data Engineer Salary - Oct 20, 2021.
What are the differences between these two popular tech roles?
Career Advice, Data Engineer, Data Scientist, Salary
- How Data Professionals Can Impress Even When Busy - Oct 19, 2021.
While there may be plenty of room for advancement even when busy, how to achieve that isn’t always clear. In that spirit, here are five ways you can impress your company leadership.
Career Advice, Data Science, Data Scientist
- 8 Must-Have Git Commands for Data Scientists - Oct 8, 2021.
Git is a must-have skill for data scientists. Maintaining your development work within a version control system is absolutely necessary to have a collaborative and productive working environment with your colleagues. This guide will quickly start you off in the right direction for contributing to an existing project at your organization.
Advice, Data Scientist, GitHub
- GitHub Desktop for Data Scientists - Sep 29, 2021.
Less scary than version control in the command line.
Data Science, Data Scientist, GitHub, Version Control
- Data Science Process Lifecycle - Sep 29, 2021.
How would it feel to know that without a doubt, the data projects you were working on would create TRUE ROI for your organization? Stick around until the end to get my data science process lifecycle framework so that each data project you run is a smashing success.
Analytics, Data Science, Data Scientist, Workflow
- How Data Scientists Can Compete in the Global Job Market - Sep 24, 2021.
Data scientists wanting to stay competitive or break into the field will need the right approach. These techniques will help them search for and secure a new position.
Career Advice, Data Science, Data Scientist
- KDnuggets™ News 21:n36, Sep 22: The Machine & Deep Learning Compendium Open Book; Easy SQL in Native Python - Sep 22, 2021.
The Machine & Deep Learning Compendium Open Book; Easy SQL in Native Python; Introduction to Automated Machine Learning; How to be a Data Scientist without a STEM degree; What Is The Real Difference Between Data Engineers and Data Scientists?
Automated Machine Learning, AutoML, Books, Data Engineer, Data Scientist, Machine Learning, Python, SQL
How to be a Data Scientist without a STEM degree - Sep 20, 2021.
Breaking into data science as a professional does require technical skills, a well-honed knack for problem-solving, and a willingness to swim in oceans of data. Maybe you are coming in as a career change or ready to take a new learning path in life--without having previously earned an advanced degree in a STEM field. Follow these tips to find your way into this high-demand and interesting field.
Career Advice, Data Science Education, Data Scientist, Project, Python, SQL
- What Is The Real Difference Between Data Engineers and Data Scientists? - Sep 16, 2021.
To launch your data career, you’ll need both theoretical knowledge and applied skills. Bootcamp programs like Springboard’s Data Science Career Track and Data Engineering Career Track can help make you job-ready through hands-on, project-based learning and one-on-one mentorship. Wondering which data career path is right for you? Read on to find out.
Data Engineer, Data Science Education, Data Scientist, Skills, Springboard
Data Scientists Without Data Engineering Skills Will Face the Harsh Truth - Sep 14, 2021.
Although the role of the data scientist is still evolving, data remains at its core. Setting the right expectations for what you will do as a data scientist is important, and, to be sure, knowing the tools of data engineering will get yourself ready for the real world.
Data Engineering, Data Science Skills, Data Scientist
- 7 Differences Between a Data Analyst and a Data Scientist - Sep 9, 2021.
This article discusses the 7 key differences between data analysts and data scientists with an aim to help potential data analysts/scientists determine which is the right one for them. I touch on day-to-day tasks, skill requirements, typical career progression, and salary and career prospects for both.
Career Advice, Data Analysis, Data Analyst, Data Science, Data Scientist
- 11 Best Data Science Education Platforms - Aug 26, 2021.
We cover 11 best Data Science Education platforms for 11 different use cases, ranging from specific languages to hands-on learners, to the best free option.
Data Science Education, Data Scientist, Online Education, Programming
- 5 Things That Make My Job as a Data Scientist Easier - Aug 23, 2021.
After working as a Data Scientist for a year, I am here to share some things I learnt along the way that I feel are helpful and have increased my efficiency. Hopefully some of these tips can help you in your journey :)
Data Science, Data Scientist, Metrics, Pandas, Plotly, Python, Time Series, Visualization
- 15 Things I Look for in Data Science Candidates - Aug 19, 2021.
This article presents advice for anyone looking or hiring for data science jobs, written by someone with practical and useful insight.
Career Advice, Data Science, Data Science Skills, Data Scientist
The Difference Between Data Scientists and ML Engineers - Aug 11, 2021.
What's the difference? Responsibilities, expertise, and salary expectations.
Career Advice, Data Scientist, Machine Learning Engineer
- How My Learning Path Changed After Becoming a Data Scientist - Aug 10, 2021.
I keep learning but in a different way.
Career Advice, Data Science, Data Scientist, Learning
How To Become A Freelance Data Scientist – 4 Practical Tips - Aug 4, 2021.
If you are a nerd-ish data scientist who wants to start working as an independent (remote) freelance data scientist, then these four practical tips can help you transition from the traditional 9-to-5 job to a dynamic experience as a remote contractor, just as the author did three years ago.
Career Advice, Consulting, Data Scientist, Freelance
- The Brutal Truth About Data Science - Jul 28, 2021.
Many organizations approach data science as though it was a marketing tool — relabeling things that they already do as ‘data science’ as it involves the use of data. That is not real data science, and it completely misses the point of engaging in data science.
Data Science, Data Science Skills, Data Scientist
- Streamlit Tips, Tricks, and Hacks for Data Scientists - Jul 13, 2021.
Today, I am going to talk about a few tips that I learned within more than a year of using Streamlit, that you can also use to unleash your powerful DS/AI/ML (whatever they may be) applications.
Data Science, Data Scientist, Streamlit, Tips
Relax! Data Scientists will not go extinct in 10 years, but the role will change - Jul 7, 2021.
About 70% of KDnuggets readers think that the demand for Data Scientists will increase, and 50% think it will increase significantly. At the same time, over 90% think the role of Data Scientist will change. What will the Data Scientist role be in 10 years?
Data Scientist, Poll, Trends
A Learning Path To Becoming a Data Scientist - Jul 6, 2021.
Becoming a professional data scientist may not be as easy as "1... 2... 3...", but these 10 steps can be your self-learning roadmap to kickstarting your future in the exciting and ever-expanding field of data science.
Data Science Education, Data Scientist, Learning Path
Data Scientists and ML Engineers Are Luxury Employees - Jul 5, 2021.
Maybe it seems that everyone wants to become a data scientist and every organization wants to hire one as quickly as possible. However, a mismatch often exists between what companies tend to need and what ML practitioners want to do. So, it's time for the field to take another step toward maturity through an enhanced appreciation of the broad range of technical foundations for an organization to become data-driven.
Career, Data Scientist, Machine Learning Engineer, Technical Debt
- 5 Lessons McKinsey Taught Me That Will Make You a Better Data Scientist - Jul 1, 2021.
How to stand out from your peers in the data world.
Career Advice, Communication, Data Science, Data Science Skills, Data Scientist, McKinsey
- Data Scientists are from Mars and Software Developers are from Venus - Jun 28, 2021.
Within the broad universe of IT in the business world, the approaches for deploying solutions by traditional software engineers and trendy, new data scientists couldn't be more different. However, appreciating these differences are incredibly important because great business value can be gained by integrating both worlds of development into driving more efficiency and effectiveness into an organization.
Data Scientist, Software Developer
What will the demand for Data Scientists be in 10 years? Will Data Scientists be extinct? - Jun 24, 2021.
Participate in the latest KDnuggets survey and share your opinion: what does the next decade have in store for data scientist demand?
Data Science, Data Scientist, Poll, Survey, Trends
Pandas vs SQL: When Data Scientists Should Use Each Tool - Jun 21, 2021.
Exploring data sets and understanding its structure, content, and relationships is a routine and core process for any Data Scientist. Multiple tools exist for performing such analysis, and we take a deep dive into the benefits and different approaches of two important tools, SQL and Pandas.
Data Scientist, Pandas, SQL
- Data Science is Not Becoming Extinct in 10 Years, Your Skills Might - Jun 18, 2021.
4 reasons why data science is here to stay and what you need to do to ensure that your skillset stays in demand.
Career Advice, Data Science, Data Science Skills, Data Scientist
Data Scientists Will be Extinct in 10 Years - Jun 14, 2021.
And why it’s not a bad thing.
Career Advice, Data Science, Data Science Skills, Data Scientist
- Data Scientists, You Need to Know How to Code - Jun 9, 2021.
You need to know how to code — and not just code, but write good code.
Career Advice, Data Science, Data Scientist, Programming
- How a Data Scientist Should Communicate with Stakeholders - Jun 3, 2021.
Effective and collaborative communication with stakeholders is a skill that can help you survive in your role as a Data Scientist at your organization. Learn how to master this interaction, and you will perform your job better, see improved outcomes from your projects, and grow in your capabilities and career.
Advice, Communication, Data Science Skills, Data Scientist
- Will There Be a Shortage of Data Science Jobs in the Next 5 Years? - Jun 3, 2021.
The data science workflow is getting automated day by day.
Automation, Career Advice, Data Science, Data Scientist
- Stop (and Start) Hiring Data Scientists - Jun 2, 2021.
Large companies are losing many data scientists to smaller companies, so what should executives and managers do? These three “stop & start” tactics can improve talent retention, and help define a new way of recruiting and working for the Data Science field.
Attrition, Career, Data Scientist, Hiring
- 6 Business Trends Benefiting Data Scientists - May 21, 2021.
Here are six business trends making data scientists even more in-demand.
Business, Data Science, Data Scientist, Trends
- The Most In Demand Skills for Data Engineers in 2021 - May 18, 2021.
If you are preparing to make a career in data or are looking for opportunities to skill-up in your current data-centric role, then this analysis of in-demand skills for 2021, based on over 17,000 Data Engineer job postings, should offer you a good idea as to which programming languages and software tools are increasing and decreasing in importance.
Apache Spark, AWS, Data Engineer, Data Science Skills, Data Scientist, Python, Skills, SQL
- 6 side hustles for an aspiring data scientist - May 13, 2021.
As an aspiring data scientist or an employed professional, many opportunities exist for you to offer your skills to a broader audience through side gigs. While the difficulty and risk vary, experiences from applying your data science practice to areas outside your immediate career path can increase your expertise while even increasing your bank account.
Career Advice, Data Scientist, Kaggle, Online Education, Youtube
Why You Should Consider Being a Data Engineer Instead of a Data Scientist - Apr 27, 2021.
A new king of the jungle has emerged.
Career Advice, Data Engineer, Data Engineering, Data Science, Data Scientist
Data Science Books You Should Start Reading in 2021 - Apr 23, 2021.
Check out this curated list of the best data science books for any level.
Books, Data Science, Data Scientist, Deep Learning, Machine Learning
- Top 10 Must-Know Machine Learning Algorithms for Data Scientists – Part 1 - Apr 22, 2021.
New to data science? Interested in the must-know machine learning algorithms in the field? Check out the first part of our list and introductory descriptions of the top 10 algorithms for data scientists to know.
Algorithms, Bagging, Data Science, Data Scientist, Decision Trees, Linear Regression, Machine Learning, SVM, Top 10
- Data Profession Job Satisfaction: Beware Of The Drop - Apr 16, 2021.
Latest KDnuggets Poll results: The Job satisfaction has declined for ML Engineers, Data Scientists, and Data Analysts, but remained the same for Data Engineers, and Managers/Directors. Data Scientist job satisfaction has an alarming drop in mid-career. Finally, which regions have the highest and lowest job satisfactions?
Career, Data Analyst, Data Scientist, Jobs, Machine Learning Engineer, Poll
- 7 Must-Haves in your Data Science CV - Apr 13, 2021.
If you are looking for a new role as a Data Scientist -- either as a first job fresh out of school, a career change, or a shift to another organization -- then check off as many of these critical points as possible to stand out in the crowd and pass the hiring manager's initial CV screen.
Business, Career Advice, Data Scientist, Machine Learning
- A/B Testing: 7 Common Questions and Answers in Data Science Interviews, Part 2 - Apr 8, 2021.
In this second article in this series, we’ll continue to take an interview-driven approach by linking some of the most commonly asked interview questions to different components of A/B testing, including selecting ideas for testing, designing A/B tests, evaluating test results, and making ship or no ship decisions.
A/B Testing, Career Advice, Data Science, Data Scientist, Interview Questions
- The 8 Most Common Data Scientists - Apr 1, 2021.
Admit it all you wanna-be, newbie, and old-old-school Data Scientists on the planet, whether you like it or not, you've probably behaved like one of these types. Or two. Or all eight.
Data Scientist, Humor
- A/B Testing: 7 Common Questions and Answers in Data Science Interviews, Part 1 - Apr 1, 2021.
In this article, we’ll take an interview-driven approach by linking some of the most commonly asked interview questions to different components of A/B testing, including selecting ideas for testing, designing A/B tests, evaluating test results, and making ship or no ship decisions.
A/B Testing, Career Advice, Data Science, Data Scientist, Interview Questions
- Software Engineering Best Practices for Data Scientists - Mar 30, 2021.
This is a crash course on how to bridge the gap between data science and software engineering.
Data Science, Data Scientist, Programming, Python, Software Engineering
- Why So Many Data Scientists Quit Good Jobs at Great Companies - Mar 30, 2021.
The role of the Data Scientist continues to offer many great opportunities as a career. However, the 'sexiest job of the 21st century' has lost some of its appeal because of unrealized expectations and how organizations might leverage this type of work. Having a better understanding of how data science typically plays out in the business world can help you achieve the success you want.
Career Advice, Data Science Skills, Data Scientist, Jobs
- What Took Me So Long to Land a Data Scientist Job - Mar 29, 2021.
Learning all you need to learn about data science is only part of the adventure. Landing that first job is another. While it might take a while to get your foot into the door, there are several key efforts you can do to shorten this time as much as possible.
Career Advice, Data Scientist
- 15 Habits I Learned from Highly Effective Data Scientists - Mar 24, 2021.
I’m using these habits in 2021 to become a more effective future data scientist.
Career Advice, Data Science, Data Scientist
How to Succeed in Becoming a Freelance Data Scientist - Mar 23, 2021.
With recent growth in data science, now is the best time to get into freelancing. The following steps will help you get started with finding clients or help you improve your current strategy.
Career Advice, Data Science, Data Scientist, Freelance
The Portfolio Guide for Data Science Beginners - Mar 22, 2021.
Whether you are an aspiring or seasoned Data Scientist, establishing a clear and well-designed online portfolio presence will help you stand out in the industry, and provide potential employers a powerful understanding of your work and capabilities. These tips will help you brainstorm and launch your first data science portfolio.
Beginners, Data Science Skills, Data Scientist, Portfolio
- 15 common mistakes data scientists make in Python (and how to fix them) - Mar 3, 2021.
Writing Python code that works for your data science project and performs the task you expect is one thing. Ensuring your code is readable by others (including your future self), reproducible, and efficient are entirely different challenges that can be addressed by minimizing common bad practices in your development.
Best Practices, Data Scientist, Jupyter, Mistakes, Programming, Python
- The Ultimate Guide to Acing Coding Interviews for Data Scientists - Mar 2, 2021.
This article covers understanding the 4 types of coding interview questions and preparing for them effectively.
Data Science, Data Scientist, Interview Questions, Programming
How Reading Papers Helps You Be a More Effective Data Scientist - Feb 24, 2021.
By reading papers, we were able to learn what others (e.g., LinkedIn) have found to work (and not work). We can then adapt their approach and not have to reinvent the rocket. This helps us deliver a working solution with lesser time and effort.
Career Advice, Data Science, Data Scientist, Research
Cartoon: Data Scientist vs Data Engineer - Feb 20, 2021.
New KDnuggets Cartoon examines the problems of Data Scientists vs Data Engineers.
Cartoon, Data Engineer, Data Scientist, Humor
- 7 Most Recommended Skills to Learn to be a Data Scientist - Feb 10, 2021.
The Data Scientist professional has emerged as a true interdisciplinary role that spans a variety of skills, theoretical and practical. For the core, day-to-day activities, many critical requirements that enable the delivery of real business value reach well outside the realm of machine learning, and should be mastered by those aspiring to the field.
Career Advice, Data Science Skills, Data Scientist, Data Visualization, Docker, Pandas, Python, SQL
- Who is fit to lead data science? - Feb 9, 2021.
Data science success depends on leaders, not the latest hands-on programming skills. So, we need to start looking for the right leadership skills and stop stuffing job postings with requirements for experience in the most current development tools.
Business, Career Advice, Data Leadership, Data Science, Data Scientist, TensorFlow
How to Get a Job as a Data Scientist - Jan 27, 2021.
Here’s a step-by-step guide to starting your career in data science.
Career Advice, Data Science, Data Scientist
Want to Be a Data Scientist? Don’t Start With Machine Learning - Jan 26, 2021.
Machine learning may appear like the go-to topic to start learning for the aspiring data scientist. But. thinking these techniques are the key aspects of the role is the biggest misconception. So much more goes into becoming a successful data scientist, and machine learning is only one component of broader skills around processing, managing, and understanding the science behind the data.
Career Advice, Data Scientist, Machine Learning, Statistics
- Data Engineering — the Cousin of Data Science, is Troublesome - Jan 22, 2021.
A Data Scientist must be a jack of many, many trades. Especially when working in broader teams, understanding the roles of others, such as data engineering, can help you validate progress and be aware of potential pitfalls. So, how can you convince your analysts to realize the importance of expanding their toolkit? Examples from real life often provide great insight.
Data Analyst, Data Engineer, Data Engineering, Data Scientist
- 8 New Tools I Learned as a Data Scientist in 2020 - Jan 14, 2021.
The author shares the data science tools learned while making the move from Docker to Live Deployments.
Data Science, Data Science Tools, Data Scientist, Deployment, Docker, Kubernetes, MLflow, NoSQL
- The Four Jobs of the Data Scientist - Jan 13, 2021.
So, what do you do for a living? Sometimes, the answer to that question can feel like, "everything!" Well, for the Data Scientist, an extreme sense of being a "jack of all trades" is common. In fact, four such trades can be defined that a top-quality Data Scientist will iterate through during any one project.
Data Science, Data Science Skills, Data Scientist, Statistician
- Six Tips on Building a Data Science Team at a Small Company - Jan 4, 2021.
When a company decides that they want to start leveraging their data for the first time, it can be a daunting task. Many businesses aren’t fully aware of all that goes into building a data science department. If you're the data scientist hired to make this happen, we have some tips to help you face the task head-on.
Data Science, Data Science Team, Data Scientist
- 6 Things About Data Science that Employers Don’t Want You to Know - Dec 14, 2020.
As is the potential for any "trending hot" career, the reality of a position in the field may not be all that you initially expected. Data Science is no exception, and being still a young field, its evolving definition can offer some surprises that you should know about before accepting that dream offer.
Business, Career Advice, Communication, Data Science, Data Scientist, SQL
- Roadmaps to becoming a Full-Stack AI Developer, Data Scientist, Machine Learning Engineer, and more - Dec 2, 2020.
As the fields related to AI and Data Science expand, they are becoming complex with more options and specializations to consider. If you are beginning your journey toward becoming an expert in Artificial Intelligence, this roadmap will guide you to find your path along what to learn next while steering clear of the latest hype.
Advice, AI, Career, Data Scientist, Developer, Learning Path, Machine Learning Engineer, Roadmap
Object-Oriented Programming Explained Simply for Data Scientists - Dec 1, 2020.
Read this simple but effective guide to start using Classes in Python 3.
Data Science, Data Scientist, Explained, Programming, Python
- Data Science History and Overview - Nov 30, 2020.
In this era of big data that is only getting bigger, a huge amount of information from different fields is gathered and stored. Its analysis and extraction of value have become one of the most attractive tasks for companies and society in general, which is harnessed by the new professional role of the Data Scientist.
About Gregory Piatetsky, Data Science, Data Scientist, History, Python
The Rise of the Machine Learning Engineer - Nov 23, 2020.
The evolution of Big Data into machine learning applications ushered in an exciting era of new roles and skillsets that became necessary to implement these technologies. With the Machine Learning Engineer being such a crucial component today, where the evolution of this field will take us tomorrow should be fascinating.
Data Engineer, Data Engineering, Data Scientist, Machine Learning Engineer, Trends
- How Data Scientists Can Avoid ‘Lost in Translation’ Syndrome When Communicating With Management - Nov 20, 2020.
When it comes to data science projects, the disconnect between business executives and data teams can lead to major tension. Keeping these challenges from arising in the first place through effective communication will help reduce friction with stakeholders.
Career, Career Advice, Communication, Data Science Skills, Data Scientist
- Kubernetes vs. Amazon ECS for Data Scientists - Nov 19, 2020.
In this article, we’ll look at two container management solutions — Kubernetes and Amazon Elastic Container Service (ECS) — from a perspective that makes sense for aspiring and current data scientists.
Amazon, AWS, Containers, Data Science, Data Scientist, Kubernetes
- Hypothesis Vetting: The Most Important Skill Every Successful Data Scientist Needs - Nov 18, 2020.
A well-thought hypothesis sets the direction and plan for a Data Science project. Accordingly, a hypothesis is the most important item for evaluating whether a Data Science project will be successful.
Data Science, Data Science Skills, Data Scientist
- 5 Most Useful Machine Learning Tools every lazy full-stack data scientist should use - Nov 18, 2020.
If you consider yourself a Data Scientist who can take any project from data curation to solution deployment, then you know there are many tools available today to help you get the job done. The trouble is that there are too many choices. Here is a review of five sets of tools that should turn you into the most efficient full-stack data scientist possible.
Data Science Tools, Data Scientist, GitHub, Heroku, Machine Learning, Postgres, PyCharm, PyTorch, scikit-learn, Streamlit
- Data scientist or machine learning engineer? Which is a better career option? - Nov 2, 2020.
In order to build automated data processing systems, we require professionals like Machine Learning Engineers and Data Scientists. But which of these is a better career option right now? Read on to find out.
Career Advice, Data Scientist, Great Learning, Machine Learning Engineer
- The Missing Teams For Data Scientists - Nov 2, 2020.
Still today, too large a percent of data science projects fail, many of which can be attributed to the impacts of how hard missing data teams hit the data science team. Advocating for the missing data engineering and operations components to your team will make your professional life easier and more productive.
Data Engineering, Data Science Skills, Data Science Team, Data Scientist, Team
- KDnuggets™ News 20:n41, Oct 28: Difference Between Junior and Senior Data Scientists; Ain’t No Such a Thing as a Citizen Data Scientist - Oct 28, 2020.
The unspoken difference between junior and senior data scientists; Ain't No Such a Thing as a Citizen Data Scientist; How to become a Data Scientist: a step-by-step guide; Good-bye Big Data. Hello, Massive Data!; DeepMind Relies on this Old Statistical Method to Build Fair Machine Learning Models
Big Data, Career Advice, Citizen Data Scientist, Computer Vision, Data Science, Data Scientist, DeepMind, Statistical Modeling
- Advice for Aspiring Data Scientists - Oct 27, 2020.
Are you a student of some type asking how to get into Data Science? You've come to the right place. Read on for both common and less basic advice on entering the field and excelling in the profession.
Career Advice, Data Science, Data Scientist
How to become a Data Scientist: a step-by-step guide - Oct 26, 2020.
Data science is everywhere. But what are the best ways to learn the field well enough to enter the profession? Read on for some tips and steps on doing so, and some great courses to help you get there.
Data Scientist, Great Learning, Online Education
- How Automation Is Improving the Role of Data Scientists - Oct 26, 2020.
Here is an overview of 5 ways that data automation will enhance how scientists spend their time and improve the results they get.
Automated Data Science, Automation, Data Science, Data Scientist
The unspoken difference between junior and senior data scientists - Oct 22, 2020.
The unspoken difference between junior and senior data scientists? It’s not what you think.
Career Advice, Data Science, Data Scientist
- How to be a 10x data scientist - Oct 12, 2020.
If you are a Data Scientist looking to make it to the next level, then there are many opportunities to up your game and your efficiency to stand out from the others. Some of these recommendations that you can follow are straightforward, and others are rarely followed, but they will all pay back in dividends of time and effectiveness for your career.
Advice, Data Scientist, IDE, Jupyter, Uncertainty, Workflow
- 6 Lessons Learned in 6 Months as a Data Scientist - Oct 8, 2020.
When transitioning into a Data Science career, a new mindset toward collaboration, data, and reporting is required. Learn from these recommendations on approaches you should consider to successfully develop into your dream job.
arXiv, Business, Career Advice, Data Scientist, Deployment, GitHub, Podcast
- The Online Courses You Must Take to be a Better Data Scientist - Sep 28, 2020.
These select courses have proved to be precious online resources which helped make the author a better data scientist today.
Courses, Data Science, Data Scientist, MOOC
- The Most Complete Guide to PyTorch for Data Scientists - Sep 24, 2020.
All the PyTorch functionality you will ever need while doing Deep Learning. From an Experimentation/Research Perspective.
Data Science, Data Scientist, Neural Networks, Python, PyTorch
- Unpopular Opinion – Data Scientists Should Be More End-to-End - Sep 17, 2020.
Can a do-it-all Data Scientist really be more effective at delivering new value from data? While it might sound exhausting, important efficiencies can exist that might bring better value to the business even faster.
Career Advice, Data Science Process, Data Scientist, Deployment
How to Optimize Your CV for a Data Scientist Career - Aug 26, 2020.
As the number of data science positions continues to grow dramatically, so does the number of data scientists in the marketplace. Follow these expert tips and examples to help make your resume and job applications stand out in an increasingly competitive field.
Career, Career Advice, Data Scientist, Hiring, Resume
- Data Scientist Job Market 2020 - Aug 10, 2020.
With an analysis of over a thousand Data Scientist job descriptions in the USA, check out the trends for 2020 and current expectations on new positions in the field, including credentials, experience, and programming languages.
Career, Data Scientist, Jobs, USA
Know What Employers are Expecting for a Data Scientist Role in 2020 - Aug 3, 2020.
The analysis is done from 1000+ recent Data scientist jobs, extracted from job portals using web scraping.
Career Advice, Data Science, Data Scientist
- 7 Signs you are data literate - Jul 13, 2020.
Understanding data is key to being a Data Scientist. But, how can you know if you might be a good fit for the field when you haven't worked with much data? These telltale signs will suggest you are competent to work with data, and that you might have a talent for being data literate.
Advice, Career, Communication, Data Scientist
- Largest Dataset Analyzed – Poll Results and Trends - Jul 1, 2020.
The results show that despite the deluge of Big Data, large majority still works in Gigabyte or Megabyte-size datasets. Data Scientists work with the largest-size datasets, followed by Data Engineers, Data Analysts, and Business Analysts. Read more for details.
Data Scientist, Dataset, Largest, Poll, Trends
- Machine Learning Engineer vs Data Scientist (Is Data Science Over?) - Jun 25, 2020.
What has been happening to the definition of Data Scientist over the past 5 years? Does it still exist or has it morphed into a new version of its old self? Learn more about the recent trends in job descriptions and salaries for data scientists, ML engineers, and others to best understand the best fit for your career trajectory and interests.
Career, Data Scientist, Machine Learning Engineer
- Build a Branded Web Based GIS Application Using R, Leaflet and Flexdashboard - Jun 24, 2020.
By using R, Flexdashboard and Leaflet, we can build a customized and branded web application to showcase location based data interactively across the organization. Instead of crowding the application with many widgets, we use menu tabs and pages to separate the interactive aspects.
Data Scientist, Data Visualization, Geospatial, GIS, Leaflet, R, Rstudio
- Top 6 Reasons Data Scientists Should Know Java - Jun 12, 2020.
There are many reasons why data scientists should learn Java. Read this overview of 6 specific reasons to help decide if Java might be right for your projects.
Data Science, Data Scientist, Java
- Six Ways For Data Scientists to Succeed at a Startup - May 29, 2020.
Here are six tips that will help data scientists and other data professionals succeed if they have the opportunity to work at a startup.
Career Advice, Data Scientist, Startup, Success
How to Think Like a Data Scientist - May 29, 2020.
So what does it take to become a data scientist? For some pointers on the skills for success, I interviewed Ben Chu, who is a Senior Data Scientist at Refinitiv Labs.
Career Advice, Data Analyst, Data Scientist, Interview
- How to Rock a Virtual Data Interview - May 26, 2020.
To help you truly rock your next virtual data interview, we’ve pulled together a few tips that we recommend when conducting our online interviews for The Data Incubator’s Data Science Fellowship Program.
Advice, Career, Data Incubator, Data Scientist, Interview Questions, Virtual Event
- Appropriately Handling Missing Values for Statistical Modelling and Prediction - May 22, 2020.
Many statisticians in industry agree that blindly imputing the missing values in your dataset is a dangerous move and should be avoided without first understanding why the data is missing in the first place.
Advice, Analytics, Business Analytics, Data Preparation, Data Science, Data Scientist, Missing Values, Statistics
- Coding habits for data scientists - May 14, 2020.
While the core machine learning algorithms might only take up a few lines of code, it's the rest of your program that can get messy fast. Learn about some techniques for identifying bad coding habits in ML that add to complexity in code as well as start new habits that can help partition complexity.
Best Practices, Data Scientist, Development, Jupyter, Programming
Top 10 Data Visualization Tools for Every Data Scientist - May 5, 2020.
At present, the data scientist is one of the most sought after professions. That’s one of the main reasons why we decided to cover the latest data visualization tools that every data scientist can use to make their work more effective.
Data Science, Data Science Tools, Data Scientist, Data Visualization
- 10 Best Machine Learning Textbooks that All Data Scientists Should Read - Apr 28, 2020.
Check out these 10 books that can help data scientists and aspiring data scientists learn machine learning today.
Books, Data Scientist, Machine Learning
- Find Your Perfect Fit: A Quick Guide for Job Roles in the Data World - Apr 23, 2020.
Data related positions are considered the hottest in the job market during the last couple of years. While everyone wants to join the party and enter this fascinating field, it is essential to first get an understanding. In this quick guide, I’ll do my best to dispel the confusion by crystalizing the essence of the different positions.
Business Analyst, Career Advice, Data Analyst, Data Architect, Data Engineer, Data Scientist, Database Management, Developers, ETL, Machine Learning Engineer
Should Data Scientists Model COVID19 and other Biological Events - Apr 22, 2020.
Biostatisticians use statistical techniques that your current everyday data scientists have probably never heard of. This is a great example where lack of domain knowledge exposes you as someone that does not know what they are doing and are merely hopping on a trend.
Advice, COVID-19, Data Science, Data Scientist, Statistics
- 4 Realistic Career Options for Data Scientists - Apr 21, 2020.
It’s almost 10 years since "Data Science" became mainstream. We ask less about how to get into Data Science, but wonder "what’s next?" This article includes insights on four non-trivial, but practical, options and their pitfalls.
Career, Career Advice, Consulting, Data Scientist, Sales
- 5 Papers on CNNs Every Data Scientist Should Read - Apr 20, 2020.
In this article, we introduce 5 papers on CNNs that represent both novel approaches and baselines in the field.
Convolutional Neural Networks, Data Scientist, Research
Research into 1,001 Data Scientist LinkedIn Profiles, the latest - Mar 31, 2020.
What makes a data scientist today? Consider this review of data collected from three years worth of data scientist LinkedIn profiles to gain insight into how this important new career path is shaping up.
Career, Data Scientist, Education, Industry, LinkedIn
- Nine lessons learned during my first year as a Data Scientist - Mar 20, 2020.
What is it like to be a Data Scientist? There can be many hats to wear, and so many problems to solve that are fed with data, churned by data science, and guided by business results. Find out about lessons learned from one Data Scientist about how best to work and perform in the role.
Advice, Career, Data Scientist
- 50 Must-Read Free Books For Every Data Scientist in 2020 - Mar 9, 2020.
In this article, we are listing down some excellent data science books which cover the wide variety of topics under Data Science.
Books, Data Science, Data Scientist, Free ebook
- The Augmented Scientist Part 1: Practical Application Machine Learning in Classification of SEM Images - Mar 3, 2020.
Our goal here is to see if we can build a classifier that can identify patterns in Scanning Electron Microscope (SEM) images, and compare the performance of our classifier to the current state-of-the-art.
Data Science, Data Scientist, Image Classification, Machine Learning
The Death of Data Scientists – will AutoML replace them? - Feb 20, 2020.
Soon after tech giants Google and Microsoft introduced their AutoML services to the world, the popularity and interest in these services skyrocketed. We first review AutoML, compare the platforms available, and then test them out against real data scientists to answer the question: will AutoML replace us?
AutoML, Data Scientist, Trends
- Scaling the Wall Between Data Scientist and Data Engineer - Feb 17, 2020.
The educational and research focuses of machine learning tends to highlight the model building, training, testing, and optimization aspects of the data science process. To bring these models into use requires a suite of engineering feats and organization, a standard for which does not yet exist. Learn more about a framework for operating a collaborative data science and engineering team to deploy machine learning models to end-users.
Advice, Data Engineer, Data Engineering, Data Scientist, Deployment, DevOps, Machine Learning Engineer, MLflow, MLOps, Production
Fourier Transformation for a Data Scientist - Feb 14, 2020.
The article contains a brief intro into Fourier transformation mathematically and its applications in AI.
Data Science, Data Scientist, Mathematics, Python
- Why Did I Reject a Data Scientist Job? - Feb 12, 2020.
Snagging that job as a Data Scientist might not be exactly what you were expecting. Consider this advice on carefully considering job titles with what the position might really be like day-to-day.
Advice, Career, Data Scientist
How to land a Data Scientist job at your dream company - Jan 31, 2020.
Job hunting for anyone just starting out as a data scientist can require grit, passion, and perseverance before finding the best opportunity. Follow this career search journey to learn what it took -- and the learning resources used -- to land the dream job.
Advice, Career, Data Scientist, Hiring, Interview, Resources
