Data science is a multidisciplinary field that combines computer science and statistics. With so much data being produced every day, data science makes it possible to draw useful insights from datasets which may be too large for traditional statistics to analyze. This data is often referred to as “big data,” and can include anything from analyzing complex genomic structures to interpreting handwriting to optimizing a marketing strategy. And data science is not limited to just numbers! Data science finds patterns in all unstructured sets, including text, images, and audio files.
With everyone from businesses to non-profits to the government collecting data, there is high demand for turning that data into smart business decisions. There is a wide variety of data science jobs, and if there’s one thing that we’ve learned after interviewing so many data science bootcamp graduates, it’s that no two companies use the exact same job titles. Common job responsibilities of data scientists include data engineering, data cleaning, and data analysis. Here is a list of the most frequent data science job titles for bootcampers:
|Data Science Job||Average Salary|
|Data Science Analyst||$80,265|
|Senior Data Scientists||$105,909|
According to Josh Wills, Director of NYC Data Science Academy, a data scientist is a “person who is better at statistics than any software engineer and better at software engineering than any statistician.” While math skills and coding skills are an essential part of data science, business intelligence and a scientific approach are key to making sense of data. Most data science students have a previous background in STEM, but overall, data science students and professionals are detail-oriented and excel at problem-solving, logical reasoning, and communication.
Here is a quick list of data science skills and technologies used in the field and often taught at data science bootcamps:
Many Data Scientists start their careers in academia – if you have a bachelor’s degree or PhD in a quantitative field, then you’re already close to a data science career. A data science fellowship like The Data Incubator or Insight Data Science would be fantastic options.
Most data science bootcamps require students to have a degree in STEM and an aptitude for math and statistics. If you don’t have a quantitative degree, then you should sharpen your math skills like linear algebra, calculus, statistics, and probability. Then, you’ll be ready to apply to a data science bootcamp.
While a Master’s in Computer Science with a specialization in Data Science typically takes 3 years to complete, data science bootcamps are typically intensive 3- to 6-month programs. Data science bootcamps often offer career assistance, and prepare graduates for entry-level and junior data science jobs, such as Data Analyst, Data Scientist, and Data Engineer.
A data science bootcamp is not a traditional coding bootcamp. In addition to learning programming languages, such as Python and/or R, data science bootcamps teach students how to extract valuable knowledge from large datasets using analytical and programming skills.
|“I would definitely do it again in a heartbeat. It was definitely worth the money. The learning environment, having the type of classmates that you can learn from, the instructors — you definitely couldn’t have gotten it just by learning on your own.” Itelina, graduate of Metis|
|“I can say that, for me, 100% it was worth it – but I will say the boot camp is also about the work you’re putting in and the goals that you have. I really wanted to sponge off of the people around me – not just the teachers, but also all these PhD students around me. It was the most intelligent group of people I’ve been around in such a small space before. I’ve never had such an amazing opportunity.” Sumanth, graduate of NYC Data Science Academy|
|“I definitely think I needed Galvanize. Because I wanted to break into the tech industry, having Galvanize on my resume along with the skills I learned there, bolstered my ability to get a job.” Rosie, graduate of Galvanize|
|“For me, It was totally worth it. I would do it all over again. IE in particular taught me a lot more than how to use Python and SQL. It teaches the technical skills, but at the same time it gives you access to professors that are going to make the process a lot less frustrating and more fun so that you have the motivation to keep going. Plus all of the extras. You get to network with companies and those companies come to give talks. I made a lot of friends in this bootcamp, too.” Inna, graduate of IE Data Science Bootcamp|
Full-time, immersive data science bootcamps typically cost between $10,000 and $20,000. Many data science bootcamps offer scholarships and financing options to make tuition affordable. There are also fellowships and free data science bootcamps, such as Insight Data Science and The Data Incubator.
Bootcampers graduate with solid portfolios – let's take a look at 5 of those Python projects!
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The Valley Bootcamp is an intensive coding bootcamp in Bangalore, India and offers 12-week, part-time coding courses in Python and Machine Learning, Python Back End Development, and Full Stack Web Development. The Valley Bootcamp was created for those interested in...Read our Full Review of The Valley Bootcamp
Simplilearn’s Masters Programs are intensive 90-hour online bootcamps for full stack web development, data science, cybersecurity, DevOps, digital marketing and other tech topics. Simplilearn’s mission is to help professionals acquire the skills to succeed in the...Read our Full Review of Simplilearn
Wagner College offers a six-month cyber security bootcamp and a 16-week web development bootcamp on Staten Island, NY. The cyber security curriculum covers Python programming, Bash scripting, networking and information security fundamentals, ethical hacking,...Read our Full Review of Wagner College
WorldQuant University offers a tuition-free, part-time, online, 16-week applied data science bootcamp. Students will gain first-hand experience in Python, and related data science tools including Pandas, Jupyter Notebooks, NumPy, Machine Learning, along with SQL and...Read our Full Review of WorldQuant University
Quickstart offers online bootcamps in data analytics, data science, full stack web development, and cybersecurity. The Data Analytics bootcamp is 16 weeks and covers data science tools and T-SQL programming language. The Data Science bootcamp is a 26-week program....Read our Full Review of QuickStart
DEV Republik is a 15-week, full-time immersive coding bootcamp located in Kyiv, Ukraine, with additional educational events and workshops. The languages taught include Python, SQL, CSS, JSON, and HTML/XML, as well as Data Science, Machine Learning, and A.I. The 15...Read our Full Review of DevRepublik
Northeastern Illinois University Bootcamps teach 6-9 month online bootcamps in Cybersecurity, Web Development, Data Science, and Data Analytics. The online bootcamps are taught via 1500+ hours of interactive tutoring. Students should expect to work on real-world tech...Read our Full Review of Northeastern Illinois University Bootcamps
EnkiCamp is an online SQL bootcamp. EnkiCamp provides a 4-week long course that covers the foundations of SQL, including querying data, relating data, and analyzing data. The course delivers course material through interactive exercises. At the end of the course,...Read our Full Review of EnkiCamp
Mindmajix offers Data Science, Cybersecurity, and UI Developer coding bootcamps online or in-person in Hyderabad and Bangalore, India. Mindmajix’s bootcamps can be completed in three ways: self-paced learning, live online training, or corporate training for groups....Read our Full Review of Mindmajix