A Comprehensive Guide to Analytics Engineer Jobs

Unlocking the Secrets to a Rewarding Career in Analytics Engineering: From Skillsets to Job Markets and Beyond.

Discover hidden Jobs

Access exclusive job openings unlisted on LinkedIn or mainstream job boards.

Be the First To Know

Receive fresh job alerts daily, ensuring you're always first in line.

Jobs from All Over the Internet

Leverage our advanced tech that aggregates the latest job offerings from every corner of the web.

+987 More Jobs Available!
Subscribe now to unlock all job opportunities.

Loved by 1,200 Data workers

You're probably here because you've heard the buzzwords analytics, data science, and big data floating around, and you're wondering what it all means for your career. You're not alone! With the world growing more data-driven by the minute, the importance of understanding and interpreting this data is paramount. That's where analytics engineers come into play.

So, if you're itching to dive into this fascinating field, you're in the right place! This guide aims to be your go-to resource for understanding analytics engineer jobs, the skills you'll need, and how to land your dream job.

The role of an analytics engineer

What is an analytics engineer?

Picture this: a chef has the freshest ingredients, the most advanced kitchen gadgets, and an eager audience waiting for a meal. But what if the chef doesn't know how to combine these ingredients effectively? The result won't be that Michelin-star dish everyone was hoping for. Similarly, an analytics engineer is the chef of the data world. They have a host of tools at their disposal, from SQL to Python, and their main task is to transform raw data into something useful and palatable for business decision-makers.


So, what's a day in the life of an analytics engineer like? You'll usually start by gathering data from various sources. It could be user data, sales data, or anything in between. Then, you'll clean and organize this data, making sure it's in tip-top shape for analysis. Once everything is set, the magic happens. Through data models, algorithms, and dashboards, you'll provide insights that can significantly impact business strategies. In essence, you're the bridge between the technical data world and the business decision-makers.

Skills required for analytics engineer jobs

Technical skills

Learning the ABCs of analytics engineering? Start with SQL, Python, and R. These programming languages are your bread and butter for data manipulation and analysis. You'll also need to be proficient in data visualization tools like Tableau or Power BI. Why? Because presenting your findings in an easily digestible format is as crucial as the analysis itself.

Soft skills

Now, don't get me wrong. Knowing how to code is essential, but it's not the whole story. Can you work well in a team? Can you explain complicated stuff in a way that even your grandma would understand? These soft skills are indispensable. Communication, problem-solving, and a keen attention to detail will set you apart in this field.

Educational requirements

Degree requirements

A bachelor's degree in Computer Science, Statistics, or a related field is usually the baseline. But we're living in a world where skills often outweigh degrees. So don't fret if your degree is in English or History; it's your skills that will ultimately land you the job.


Thinking of sprucing up your resume? Certifications like Google Analytics, Data Science, and Big Data could be your golden tickets. While not mandatory, they can certainly give you an edge over the competition.

Online courses and bootcamps

So you're a self-starter, huh? Online courses and bootcamps can offer targeted learning experiences that can really elevate your skillset. Sites like Coursera, Udemy, and edX provide courses that range from beginner to expert levels.

Job market overview for analytics engineer jobs

Current trends

Whether it's healthcare, finance, or even sports, analytics engineers are in high demand across all sectors. Cities like San Francisco, New York, and London are major hotspots, but thanks to remote work, your dream job might just be a click away.

Salary expectations

Everyone's favorite topic, right? Salaries can range widely based on your experience, location, and the company you work for. However, the average salary for an analytics engineer in the U.S. hovers around $100,000 per year. Not too shabby, right?

Job search tips

So where do you find these golden opportunities? Apart from the usual suspects like LinkedIn and Indeed, niche job boards like DataJobs and Kaggle can be treasure troves. Networking events and hackathons can also offer unique opportunities to make connections in the field.

Career path

Entry-level to mid-level

Starting off, you might work as a junior analytics engineer or a data analyst. Don't underestimate these roles; they are stepping stones to more advanced positions. With a couple of years under your belt, you can move up to senior roles or even managerial positions.

Advancement opportunities

As you grow in your career, you can branch out into specialized roles like data architect or machine learning engineer. Alternatively, if you find you have a knack for leadership, roles like Chief Data Officer (CDO) might be in your future.

Career longevity

Is analytics engineering just another tech fad? Far from it! With more data being generated every second, the need for skilled professionals to make sense of it is only going to increase. In other words, this career is as future-proof as they come.

How to prepare for analytics engineer interviews

Interviews can be nerve-wracking, but preparation is key. Brush up on your technical skills, but also be ready to demonstrate your soft skills. Create a portfolio that showcases your past projects. And most importantly, be yourself!

Additional resources

So, you've decided to take the plunge into the world of analytics engineering—great choice! But where do you go from here? Books like "Data Science for Business" and "The Data Warehouse Toolkit" are fantastic starting points. You might also want to bookmark some blogs and forums where professionals in the field hang out. Websites like Towards Data Science and FlowingData are excellent resources for staying updated on industry trends and best practices.


So there you have it—a comprehensive guide that has hopefully demystified the world of analytics engineer jobs. This isn't just another role in the ever-expanding tech industry; it's a role that sits at the intersection of technology, business, and strategy. With businesses becoming increasingly data-driven, the demand for skilled analytics engineers is not just a passing phase—it's a long-term investment for any company.

The journey to becoming an analytics engineer is as challenging as it is rewarding. Whether you're just starting your career or contemplating a mid-life career switch, the world of analytics engineering has something for everyone. Remember, the most important skills you can have are a willingness to learn and the curiosity to explore. With those, you're already well on your way to becoming an indispensable asset in the analytics engineering landscape.

So, are you ready to roll up your sleeves and dive into the data? Your dream job is out there waiting for you. All you have to do is reach out and grab it.

Join millions of Data Experts

The ratio of hired Data Analysts is expected to grow by 25% from 2020 to 2030 (Bureau of Labor & Statistics).
Data Analyst is and will be one of the most in-demand jobs for the decade to come.
16% of all US jobs will be replaced by AI and Machine Learning by 2030 (Forrester).
© 2023 | All Rights Reserved | Built with 🤍 in MontrealAll our data is gathered from publicly available sources or contributed by users