- Deliver a Killer Presentation in Data Science Interviews - Jan 7, 2022.
How to present yourself as a strong candidate in interview presentations.
Career Advice
- 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
- KDnuggets™ News 21:n48, Dec 22: Write Clean Python Code Using Pipes; 5 Key Skills Needed To Become a Great Data Scientist - Dec 22, 2021.
Write Clean Python Code Using Pipes; 5 Key Skills Needed To Become a Great Data Scientist; A Full End-to-End Deployment of a Machine Learning Algorithm into a Live Production Environment; The 5 Characteristics of a Successful Data Scientist; Top Resources for Learning Statistics for Data Science
Career Advice, Data Science, Programming, Python
- How to Get Into Data Analytics If You Don’t Have the Right Degree - Dec 20, 2021.
So, is a career in data analytics a good fit for you?
Career Advice, Data Analyst, Data Analytics
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
- 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
- How to Get Certified as a Data Scientist - Dec 3, 2021.
If you are early in your journey to becoming a Data Scientist, an interesting option is to earn certification by DataCamp, and this guide offers tips that will help beginners complete the challenges.
Career Advice, Certification, Data Science Certificate, DataCamp
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
Don’t Waste Time Building Your Data Science Network - Nov 10, 2021.
Instead, focus on what matters.
Career Advice, Data Science, Data Science Skills
- The Common Misconceptions About Machine Learning - Nov 9, 2021.
Beginners in the field can often have many misconceptions about machine learning that sometimes can be a make-it-or-break-it moment for the individual switching careers or starting fresh. This article clearly describes the ground truth realities about learning new ML skills and eventually working professionally as a machine learning engineer.
Beginners, Career Advice, Deep Learning, Machine Learning, Machine Learning Engineer
- 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
- How To Defeat The Machine Learning Engineer Impostor Syndrome - Oct 26, 2021.
How many times have you taken yet another online course on machine learning or read yet another paper on a new emerging topic, to be up-to-date in this crazy fast-paced AI/ML world -- only to keep feeling like an ML engineer impostor? These three personal tips can help you overcome the classic (and common) impostor syndrome behind every emerging ML engineer who wants to be better at what you do.
Career Advice, Machine Learning Engineer
Data Science Portfolio Project Ideas That Can Get You Hired (Or Not) - Oct 20, 2021.
Choosing what to include in your data science portfolio during the job search is the most important part of the process. Each project should be well-structured so that a hiring manager can assess your skills quickly. To help you get started, we highlight a few data science project ideas that you should consider for your portfolio.
Career Advice, Data Science, Portfolio, Project
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
- 11 Most Practical Data Science Skills for 2022 - Oct 19, 2021.
While the field of data science continues to evolve with exciting new progress in analytical approaches and machine learning, there remain a core set of skills that are foundational for all general practitioners and specialists, especially those who want to be employable with full-stack capabilities.
Career Advice, Data Science Skills, Explainable AI, Feature Engineering, GitHub, NLP, Regression, SQL
- Avoid These Five Behaviors That Make You Look Like A Data Novice - Oct 18, 2021.
If you are new to the Data Science industry or a well-versed veteran in all things data and analytics, there are always key pitfalls that each of us can easily slide into if we are not careful. These behaviors not only make us appear like novices, but they can risk our position as a trustworthy, likable data partner with stakeholder.
Beginners, Career Advice
- Will Your Job be Replaced by a Machine? - Oct 13, 2021.
Yes! It will happen. However, you can pivot and thrive in this disruptive time by becoming a Citizen Developer!
Automation, Career Advice
- Choose The Right Job in Data: 5 Signs To Look For In An Engineering Culture - Oct 8, 2021.
Software engineers seeking jobs at data companies face a new problem: choosing the right job out of all the options. Learn the 5 signs that signal an agile and innovative engineering culture.
Career Advice, Data Engineer, Data Science, Software Engineering
- Advanced Statistical Concepts in Data Science - Sep 30, 2021.
The article contains some of the most commonly used advanced statistical concepts along with their Python implementation.
Career Advice, Data Science, Distribution, Probability, Statistics
Path to Full Stack Data Science - Sep 27, 2021.
Start your journey toward mastering all aspects of the field of Data Science with this focused list of in-depth self-learning resources. Curated with the beginner in mind, these recommendations will help you learn efficiently, and can also offer existing professionals useful highlights for review or help filling in any gaps in skills.
Career Advice, Data Science, Data Science Education, Data Visualization, Mathematics, Python, R, Roadmap
- 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
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
- 3 Most Important Lessons I’ve Learned 3 Years Into My Data Science Career - Sep 13, 2021.
After only 3 years of working as a data professional, many tried-and-true lessons can be learned. Here are 3 of the most important lessons learned with key takeaways and reflections shared.
Career, Career Advice, Communication, Data Science, Data Science Skills
- 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
The Top Industries Hiring Data Scientists in 2021 - Aug 30, 2021.
People realize that effective uses of data can increase competitiveness, even in a challenging marketplace. Here are six industries hiring data scientists now that will likely continue doing so for the foreseeable future.
Career Advice, Finance, Insurance, Life Science, Telecom
- The Most Important Tool for Data Engineers - Aug 26, 2021.
And it has nothing to do with Python or SQL
Career Advice, Data Engineer, Data Engineering
- 5 Data Science Career Mistakes To Avoid - Aug 19, 2021.
Everyone makes mistakes, which can be a good thing when they lead to learning and improvements over time. But, we can also try to first learn from others to expedite our personal growth. To get started, consider these lessons learned the hard way, so you don’t have to.
Career Advice, Data Science, Mistakes
- 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
- 3 mindset changes to become a better analyst - Aug 12, 2021.
Once fresh out of school and ready to burst into an organization as a new hire with newly-developed skills and knowledge, many have learned that things tend to be a little different in the "real world" compared to university. A few shifts in your approach to continued learning and expanding your confidence might help you professionally reach a little further, faster.
Advice, Career Advice, Data Analyst
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
- How To 2x Your Data Analytics Consulting Rates (Overnight) - Aug 3, 2021.
Looking to up your data analytics consulting rates? Learn exactly what most freelancers are charging, and the rates you SHOULD be charging as a business intelligence and analytics consultant. This post will show you what you need to know to achieve maximum results for your data consulting career.
Analytics, Career Advice, Careers, Data Science
- 5 Mistakes I Wish I Had Avoided in My Data Science Career - Jul 26, 2021.
Everyone makes mistakes, which can be a good thing when they lead to learning and improvements over time. But, we can also try to first learn from others to expedite our personal growth. To get started, consider these lessons learned the hard way, so you don’t have to.
Career Advice, Data Science, Mistakes
Why and how should you learn “Productive Data Science”? - Jul 26, 2021.
What is Productive Data Science and what are some of its components?
Books, Career Advice, Courses, Data Science, Python
How Can You Distinguish Yourself from Hundreds of Other Data Science Candidates? - Jul 13, 2021.
A few easy (and not-so-easy) ways to prove to employers that your skills and attitudes place you in a higher bracket.
Career Advice, Careers, Data Science Skills, Interview Questions
- Become an Analytics Engineer in 90 Days - Jul 12, 2021.
A new role of the Analytics Engineer is an exciting opportunity that crosses the skill sets of a Data Analyst and Data Engineer. Here, we describe how this position can evolve at an organization, and recommend self-learning resources that can be used to prepare for the multifaceted responsibilities.
Analytics Engineer, Career Advice, Data Analyst, Data Engineer, dbt
- How to Get Practical Data Science Experience to be Career-Ready - Jul 7, 2021.
Becoming a professional in the field of data science takes more than just book-smarts. You need to have experience with real-world data sets, frequently-used tools, and an intuition for solutions that you can only gain from hands-on experience. These resources will jump start developing your practical skills.
Career Advice, Data Science Education, Pandas, Project, SQL
- How To Transition From Data Freelancer to Data Entrepreneur (Almost Overnight) - Jul 6, 2021.
Data freelancers trade hours for dollars while data entrepreneurs have found a way to make money while they sleep. Ready to make the transition? Keep reading to learn how to do it as SEAMLESSLY and PROFITABLY as possible.
Career Advice, Data Science, Entrepreneur, Freelance
- Prepare Behavioral Questions for Data Science Interviews - Jul 2, 2021.
This is part 5 of a series by the author which helps readers nail the data science interviews with confidence.
Career Advice, Data Science, Interview Questions
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
- 10 Mistakes You Should Avoid as a Data Science Beginner - Jun 29, 2021.
Read this article on how to gain a competitive advantage in the data science job market.
Beginners, Career Advice, Data Science
- 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
How to Land a Data Analytics Job in 6 Months - Jun 17, 2021.
Go from zero to hero in under six months. Data science has a very high barrier of entry. It is a very competitive field that everybody from different educational backgrounds are looking to get into. Here is useful advice on how to proceed.
Career Advice, Careers, Data Analyst, Data Analytics
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
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
- How I Doubled My Income with Data Science and Machine Learning - Jun 1, 2021.
Many career opportunities exist in the ever-expanding domain of data. Finding your place -- and finding your salary -- is largely up to your dedication, focus, and drive to learn. If you are an aspiring Data Scientist or have already started your professional journey, there are multiple strategies for maximizing your earning potential.
Career Advice, Data Science, Data Science Skills, Machine Learning, Salary
- These Soft Skills Can Make or Break Your Data Science Career - May 25, 2021.
In an industry long ruled by hard skills, the future career success of tomorrow’s data scientists might well depend on their ability to deploy a variety of soft skills into the workplace.
Career Advice, Communication, Data Science, Data Science Skills, Decision Making
- 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
- How to become an online data science tutor - May 12, 2021.
Your expertise in data science may be serving you well in your day job or you are on track to land that next dream position to do what you love. There are many others aspiring to attain your level of skill, and maybe you could consider helping them out... through a side gig of teaching.
Career Advice, Data Science Education, Online Education
- How to Build an Impressive Data Science Resume - Apr 28, 2021.
Every one of us needs a resume to showcase our skills and experience but how much effort are we putting into it to make it impactful. It is undeniable that resumes play a key role in our job application process. This article will explore some simple strategies to significantly improve the presentation as well as the content of data science resumes.
Career Advice, Data Science, Resume
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 careers are NOT one-size fits all! Tips for uncovering your ideal role in the data space - Apr 23, 2021.
Thriving as a data professional is about more than just making good money! It’s about FULFILLMENT & IMPACT. In this article, I will help you discover the BEST data role for you given your unique skill sets, personality & goals.
Career Advice, Careers, Data Engineering, Data Science
- Build an Effective Data Analytics Team and Project Ecosystem for Success - Apr 19, 2021.
Apply these techniques to create a data analytics program that delivers solutions that delight end-users and meet their needs.
Analytics Team, Career Advice, Data Science Team, Excel, Programming, SQL, Success
- 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
- 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
- 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
- Is It Too Late to Learn AI? - Mar 9, 2021.
Have you missed the train on learning AI?
AI, Career Advice, Learning
- 5 Supporting Skills That Can Help You Get a Data Science Job - Feb 25, 2021.
If you want to stand out among your fellow applicants, here are some supporting skills you should develop.
Career Advice, Data Science, Data Science Skills, Skills
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
- Using NLP to improve your Resume - Feb 23, 2021.
This article discusses performing keyword matching and text analysis on job descriptions.
Career Advice, NLP, Resume, Text Analysis
- 6 Data Science Certificates To Level Up Your Career - Feb 18, 2021.
Anyone looking to obtain a data science certificate to prove their ability in the field will find a range of options exist. We review several valuable certificates to consider that will definitely pump up your resume and portfolio to get you closer to your dream job.
Career Advice, Certificate, Cloudera, Data Science Certificate, Google, IBM, Microsoft Azure, SAS, TensorFlow
- 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 Data Science Interviews: Finding Jobs, Reaching Gatekeepers, and Getting Referrals - Feb 8, 2021.
In this post, the author shares what to do to get job interviews efficiently. Find answers to these questions: Where should I look for data science jobs? How do I reach out to the gatekeeper? How do I get referrals? What makes a good data science resume?
Career Advice, Careers, Data Science, Jobs
The Best Data Science Project to Have in Your Portfolio - Feb 8, 2021.
If you are trying to find your first path into a Data Science career, then demonstrating the quality of your skills can be the greatest hurdle. While many standard projects exist for anyone to complete, creating an original data-driven project that attempts to solve some challenge is worth so much more. A good Data Scientist is one that can solve data-related questions, and a great Data Scientist poses original data-related questions and then solves.
Career Advice, Data Science, Portfolio
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
- Going Beyond the Repo: GitHub for Career Growth in AI & Machine Learning - Jan 21, 2021.
Many online tools and platforms exist to help you establish a clear and persuasive online profile for potential employers to review. Have you considered how your go-to online code repository could also help you land your next job?
AI, Career Advice, GitHub, Machine Learning
- Build a Data Science Portfolio that Stands Out Using These Platforms - Jan 19, 2021.
Making your big break into the data science profession means standing out to potential employers in a crowd of tough competition. An important way to showcase your skills and experience is through the presentation of a portfolio. Following these recommendations for developing your portfolio will help you network effectively and stay on top of an ever-changing field.
Career Advice, Data Science, GitHub, Kaggle, LinkedIn, Portfolio
- My Data Science Learning Journey So Far - Jan 13, 2021.
These are some obstacles the author faced in their data science learning journey in the past year, including how much time it took to overcome each obstacle and what it has taught the author.
Career Advice, Challenges, Data Science, Data Science Education
- How to Get a Job as a Data Engineer - Jan 5, 2021.
Data engineering skills are currently in high demand. If you are looking for career prospects in this fast-growing profession, then these 10 skills and key factors will help you prepare to land an entry-level position in this field.
Career Advice, Data Engineer, Data Engineering
- 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
- A Journey from Software to Machine Learning Engineer - Dec 10, 2020.
In this blog post, the author explains his journey from Software Engineer to Machine Learning Engineer. The focus of the blog post is on the areas that the author wished he'd have focused on during his learning journey, and what should you look for outside of books and courses when pursuing your Machine Learning career.
Career Advice, Machine Learning, Machine Learning Engineer, Software Engineer
- The Ultimate Guide to Data Engineer Interviews - Dec 7, 2020.
If you are preparing for data engineering interviews, then follow these technical recommendations regarding your resume, programming skills, SQL acumen, and system design problem-solving, as well as the non-technical aspects of your upcoming interview session.
Career Advice, Data Engineer, Data Engineering, Interview Questions, Programming, SQL
- 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
Is Data Science for Me? 14 Self-examination Questions to Consider - Nov 17, 2020.
You are intrigued by this exciting new field of Data Science, and you think you want in on the action. The demand remains very high and the salaries are strong. Before taking the leap onto this path, these questions will help you evaluate if you are ready for the challenges and opportunities.
Career Advice, Communication, Data Science, Data Science Skills, Jobs, Salary
How to Get Into Data Science Without a Degree - Nov 16, 2020.
Breaking into any new field or slogging through a career change is always a challenge, and requires focus and even a little grit. While transitioning to becoming a Data Scientist is no different, aspiring to this role is possible, even without a formal post-secondary degree, largely due to the vast amount of quality learning resources available today.
Career Advice, Data Science, Online Education
- Moving from Data Science to Machine Learning Engineering - Nov 10, 2020.
The world of machine learning — and software — is changing. Read this article to find out how, and what you can do to stay ahead of it.
Career Advice, Data Engineering, Data Science, Machine Learning, Machine Learning Engineer
- Essential data science skills that no one talks about - Nov 6, 2020.
Old fashioned engineering skills are what you need to boost your data science career.
Career Advice, Data Science, Data Science Skills
The Best Data Science Certification You’ve Never Heard Of - Nov 4, 2020.
The CDMP is the best data strategy certification you’ve never heard of. (And honestly, when you consider the fact that you’re probably working a job that didn’t exist ten years ago, it’s not surprising that this certification isn’t widespread just yet.)
Career Advice, Certification, Data Science, Data Science Education
- KDnuggets™ News 20:n42, Nov 4: Top Python Libraries for Data Science, Data Visualization & Machine Learning; Mastering Time Series Analysis - Nov 4, 2020.
Top Python Libraries for Data Science, Data Visualization, Machine Learning; Mastering Time Series Analysis with Help From the Experts; Explaining the Explainable AI: A 2-Stage Approach; The Missing Teams For Data Scientists; and more.
Career Advice, Data Science Team, Explainable AI, Python, Time Series
- 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
- 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
- Getting A Data Science Job is Harder Than Ever – How to turn that to your advantage - Oct 27, 2020.
Although many aspiring Data Scientists are finding it is becoming more difficult to land a job than it was in previous years, understanding what has changed in the hiring landscape can be used to to your advantage in matching with the best organization for your goals and interests.
Career Advice, Data Science, Jobs, LinkedIn
- 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
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
- 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
- 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
- The Uncommon Data Science Job Guide - Aug 7, 2020.
With the job landscape in Data Science becoming hyper-competitive, there are clear strategies you can consider to find your way to snagging a position in the field.
Career, Career Advice, Data Science, Jobs
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
If you had to start statistics all over again, where would you start? - Jun 5, 2020.
If you are just diving into learning statistics, then where do you begin? Find insight from those who have tread in these waters before, and see what they might have done differently along their personal journeys in statistics.
Advanced Statistics, Advice, Bayesian, Career Advice, Statistician, Statistics
Skills to Build for Data Engineering - Jun 4, 2020.
This article jumps into the latest skill set observations in the Data Engineering Job Market which could definitely add a boost to your existing career or assist you in starting off your Data Engineering journey.
Career Advice, Data Engineering, Skills
- 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
- 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
- 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
- Advice for a Successful Data Science Career - Mar 30, 2020.
This blog is meant to show that most everyone has had to expend quite a bit of effort to get where they are. They have to work hard, sometimes experience failure, show discipline, be persistent, be dedicated to their goals, and sometimes sacrifice or take risks.
Career Advice, Data Science
- Data Scientist Archetypes - Jan 28, 2020.
My goal here is to give you a map for navigating the sprawling terrain of data science. It’s to help you prioritize what you want to learn and what you want to do, so you don’t feel lost.
Career Advice, Data Science, Data Scientist
- 2 Questions for a Junior Data Scientist - Jan 24, 2020.
Academic credentials and experience with previous machine learning projects are important for kicking off a data science career. However, landing your first job out of school will require you to extend your thinking about projects and problems. Learn how one interviewer honed in on desired skills by considering these two questions.
Advice, Career Advice, Data Scientist, Domain Knowledge, Interview, Interview Questions
- The Data Science Interview Study Guide - Jan 22, 2020.
Preparing for a job interview can be a full-time job, and Data Science interviews are no different. Here are 121 resources that can help you study and quiz your way to landing your dream data science job.
Career Advice, Data Science, Interview Questions
- 7 Steps to a Job-winning Data Science Resume - Jan 10, 2020.
A resume plays a key role in bagging that dream data science job. We break down the nuances of a job-winning data science resume so that you can go ahead and transform your own resume.
Career Advice, Careers, Data Science, Resume
- The Most In Demand Tech Skills for Data Scientists - Dec 20, 2019.
By the end of this article you’ll know which technologies are becoming more popular with employers and which are becoming less popular.
Career Advice, Data Science, Data Science Skills, Data Scientist
The Complete Data Science LinkedIn Profile Guide - Nov 11, 2019.
With so many Data Scientists showing up on LinkedIn, it's time to make sure your profile is top-notch because your talent is still highly sought after. Recruitment specialists want to find you fast, and this guide will help you create the best profile to feature your expertise.
Career, Career Advice, Data Science Skills, Data Scientist, LinkedIn, Recruitment
- How to Become a Successful Healthcare Data Analyst - Nov 5, 2019.
Are you interested in starting your career in the data analysis domain? Read this informative blog on how to get your career off the ground.
Career Advice, Data Analyst, Healthcare
- Why data analysts should choose stories over statistics - Sep 26, 2019.
Join the Crunch Data Conference in Budapest, Oct 16-18, with stellar speakers from companies like Facebook, Netflix and LinkedIn. Use the discount code ‘KDNuggets’ to save $100 off your conference ticket.
Budapest, Career Advice, Crunch Conference, Data Analytics, Data Science, Hungary, Storytelling
I wasn’t getting hired as a Data Scientist. So I sought data on who is. - Sep 6, 2019.
Instead of focusing on skills thought to be required of data scientists, we can look at what they have actually done before.
Career, Career Advice, Data Science, Data Science Skills, Data Scientist
- How to Sell Your Boss on the Need for Data Analytics - Aug 26, 2019.
Here are some ways you can make the case to your boss that analytics investments are smart for your company to pursue.
Career Advice, Data Analytics
Top 13 Skills To Become a Rockstar Data Scientist - Jul 26, 2019.
Education, coding, SQL, big data platforms, storytelling and more. These are the 13 skills you need to master to become a rockstar data scientist.
Career Advice, Data Science, Data Science Skills, Data Scientist, Skills
- Secrets to a Successful Data Science Interview - Jul 15, 2019.
Are you puzzled as to what to prepare for data science interviews? That you are reading this document is a reflection of your seriousness in being a successful data scientist.
Career Advice, Data Science, Interview
