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Data Science Co-op, July 2025 - job 1 of 2

At Jellyfish, we build software that helps engineering teams measure their development efforts and improve strategic decision-making. As an intern in Jellyfish Data Science, you will work to build innovative new products and features that leverage the unique data we are collecting about how engineers develop, collaborate on, and deploy software. You will have the opportunity to create systems and services that turn raw data into rich insights, impacting how our customers understand their development teams and the software they build. Most importantly, you will be part of a highly talented team working in a fun, challenging, and collaborative environment, building a business and company led by experienced entrepreneurs and backed by top-tier investment partners.

You will have the opportunity to:

  • Develop new algorithms that characterize and model the way software developers write code, create documentation, and collaborate

  • Contribute to marketing blog posts that present exploratory research on the practices of developers for the software community

  • Learn the basics of how to develop machine learning models that are deployed in production

  • Create and present novel analyses to help specific companies better understand their development process

  • Explore fundamental research in areas of computer science, applied mathematics, and machine learning

What you will need:

  • You have good fundamental skills in programming in any language

  • You enjoy working with real-world data and are excited about testing your ideas and creations in partnership with real customers

  • You love learning new things and teaching others what you know

  • You have strong communication skills and enjoy working as part of a cross-functional team

  • Previous internship/co-op experience

Bonus points if you have experience with:

  • Standard Python libraries for data science (e.g. pandas, scikit-learn)

  • Research projects outside of formal coursework

A list of job experiences and qualification requirements is great, but humility, a performance-driven attitude, and a team-player approach are most important to us. We love to have fun and win in the process. We only hire people who have a passion for building great companies in an environment where a sense of humor is a must.

Applicants must be authorized to work for any employer in the US. We are unable to sponsor or take over sponsorship of an employment visa at this time.

Let’s talk about us!

This is all about you, but you want to know a little about us. Jellyfish was started in 2017 as a team of three with one big idea: engineering is the core of modern business, so let’s create and manage it that way!  With the help of our customers, we have built the first Engineering Management Platform, providing visibility into engineering organizations, their work, and how they operate. We enable leaders to align engineering decisions with business initiatives and deliver the right software efficiently and on time. 

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CEO of Jellyfish
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What You Should Know About Data Science Co-op, July 2025, Jellyfish

Are you ready to dive into the world of data science? At Jellyfish, we're all about empowering software engineering teams to measure their development efforts and make smarter strategic decisions. As a Data Science Co-op, starting in July 2025, you'll have the unique opportunity to contribute to our innovative products, utilizing the data we gather about the software development process. Imagine transforming raw data into meaningful insights that influence how our clients understand their engineering teams and the software they develop! In this role, you'll develop new algorithms, contribute to marketing content that showcases your research, and delve into the exciting realm of machine learning. You'll partner with real customers, enhancing your skills and growing in a supportive, collaborative environment filled with passionate teammates who love what they do. With Jellyfish, it's more than just an internship; it's an adventure filled with learning, creativity, and a lot of fun. We value enthusiasm for software engineering and a team-player mentality above all—a willingness to learn and share knowledge is key. If you're ready to embrace challenges with humility and humor, we want to hear from you!

Frequently Asked Questions (FAQs) for Data Science Co-op, July 2025 Role at Jellyfish
What are the primary responsibilities of a Data Science Co-op at Jellyfish?

As a Data Science Co-op at Jellyfish, you'll work on developing algorithms that analyze how software developers engage with code, documentation, and collaboration. You'll also contribute to blog posts that discuss your discoveries in developer practices, learn to create machine learning models, and present analyses that help our clients comprehend their development processes more effectively.

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What qualifications are necessary for the Jellyfish Data Science Co-op?

Ideal candidates for the Data Science Co-op at Jellyfish should have a solid foundation in programming, regardless of the language. A passion for working with real-world data and an eagerness to learn and teach others is crucial. Prior internship or co-op experience is preferred, and experience with Python libraries like pandas or scikit-learn is a plus.

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How can the Data Science Co-op position at Jellyfish benefit my career?

Joining as a Data Science Co-op at Jellyfish not only provides hands-on experience in data science and machine learning, but also allows you to work alongside industry leaders. You'll gain valuable insights into real-world applications of technology that can significantly bolster your resume and open doors for future opportunities.

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What type of work environment can a Data Science Co-op expect at Jellyfish?

At Jellyfish, our work environment is collaborative, fun, and challenging. We prioritize teamwork and it’s common to see humor integrating into our day-to-day. You'll be part of a tight-knit team, making meaningful contributions while learning from seasoned entrepreneurs in the tech landscape.

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What is the timeline and eligibility for Jellyfish's Data Science Co-op program?

The Data Science Co-op program at Jellyfish is set for July 2025. Candidates must be authorized to work for any employer in the U.S., as we’re unable to sponsor any employment visas at this time. Looking for driven, dedicated individuals who are ready for a unique opportunity to grow!

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Common Interview Questions for Data Science Co-op, July 2025
What interests you about data science at Jellyfish?

When answering this question, you should speak to your passion for turning data into meaningful insights, and your enthusiasm for product development. Share how Jellyfish’s mission resonates with you and how you see yourself contributing to innovative solutions.

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Can you explain a data science project you've worked on?

Be prepared to discuss a specific project, outlining your role, the methodologies you employed, and the outcomes. Highlight your analysis, any challenges faced, and how you overcame them, focusing on your critical thinking and problem-solving skills.

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How do you approach learning new programming languages or libraries?

Mention your favorite learning techniques, whether that's hands-on projects, online courses, or collaborative coding. Emphasize your eagerness to adapt and learn something new, perhaps even sharing a recent experience of picking up a new skill.

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What do you think are the key qualities of a successful team player?

Discuss traits like communication, collaboration, and a positive attitude. Provide examples of situations where these qualities helped you contribute to a team's success, illustrating your ability to connect with others.

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Describe a time when you turned raw data into actionable insights.

Use this opportunity to walk through a specific example where your analysis directly impacted a project. Discuss your methodology, the tools used, and how the insights were communicated to stakeholders for effective decision-making.

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How do you prioritize your workload and manage deadlines?

Explain your system for prioritization, which could include task lists, project timelines, or agile methodologies. Provide instances where this strategy helped you meet or exceed project expectations.

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Why do you want to work specifically at Jellyfish?

Research and tie your response to Jellyfish's mission and impact in the engineering management space. Show genuine enthusiasm for contributing to products that help teams work better together, and how that aligns with your professional values.

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What experience do you have with machine learning or statistics?

Be specific about any courses taken, projects completed, or tools used in machine learning or statistical analysis. Mention any relatable experiences that can demonstrate your understanding and interest in this area, even if they were self-taught.

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How do you keep up to date with the latest trends in data science?

Discuss reliable resources you utilize, such as blogs, webinars, or conferences, to stay informed. Highlight how you apply new knowledge to your work or how these trends could influence your role at Jellyfish.

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How would you contribute to a marketing blog post as a Data Science Co-op?

Share your enthusiasm for data storytelling and how you would present complex information in an engaging manner. You can discuss potential topics you might cover based on trends or findings relevant to Jellyfish's community.

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Jellyfish is a new kind of marketing performance company for the platform world, where success demands a creative, multi-platform mindset. We help brands thrive, by navigating, connecting, and harnessing the platforms that drive growth. We’re mor...

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Internship, on-site
DATE POSTED
December 14, 2024

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