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Data Scientist

The Company  


Cover Genius is a Series E insurtech that protects the global customers of the world’s largest digital companies including Booking Holdings, owner of Priceline, Kayak and Booking.com, Intuit, Uber, HopperRyanair, Turkish Airlines, Descartes ShipRush, Zip and SeatGeek. We’re also available at AmazonFlipkarteBay, Wayfair and SE Asia’s largest company, Shopee. Our partners integrate with XCover, our award-winning insurance distribution platform, to embed protection for millions of customers worldwide each year.

 

Our team and products have been recognized with dozens of awards including by the Financial Times which ranked Cover Genius as the #1 fastest-growing company in APAC in 2020. Our diverse team across 20+ countries and many language groups commit itself to diverse cultural programs, in particular “CG Gives” which makes social entrepreneurs out of us all and funds development initiatives in global communities.


Our People are

Bold, Authentic, Purposeful and Inspired


Our People are not

Perfect, Traditional, Complacent or Cautious


As a Data Scientist on our Partner Services Team, you will design and implement high-impact experimentation, price optimization, and product recommendation programs to drive product adoption and revenue growth for our partners.

 

To excel in this role, you'll bring proven experience in ideating growth initiatives and deploying algorithms for real-time product recommendation and pricing. A strong foundation in statistical and machine learning methodologies is essential, along with significant experience working with the intricacies of machine learning systems, beyond just tool application. You'll collaborate closely with internal product growth teams and external partners to ensure the achievement of key revenue growth metrics.


Key Responsibilities
  • Your role will require you to be able to use internal data to formulate and test hypotheses relating to various aspects of business performance.
  • You will design and implement algorithms to optimize yield, with a special focus on Contextual Bandits for product recommendation and pricing. 
  • You will also be responsible for developing use cases using Large Language Models and multimodal AI tools, with emphasis on model evaluation.
  • You will identify opportunities to continuously improve systems and processes.
  • Research and closely follow emerging trends in applied AI and associated softwareDefine performance metrics and build reports/ data pipelines.


Skills and Experience
  • 3+ years practical, hands-on experience with various Machine Learning and statistical testing techniques.
  • Master's or PhD in Physics, Statistics, Mathematics, Computer Science, or other Quantitative fields.
  • Familiarity with contextual bandits and revenue management methodologies.
  • Hands on experience with deep learning models
  • Strong SQL skills.
  • Comfortable working in a DevOps environment with a basic understanding of the principles (such as DBT).


Proficiencies and Attributes
  • Strong problem-solving skills with a focus on product delivery.
  • Exceptional communication, able to explain statistical concepts to diverse audiences.
  • A quick learner who embraces new challenges and is not hesitant to push boundaries.


Why Cover Genius?  


Cover Genius not only cares about being the best in our industry, we care about our team. We’re a business that understands life can be fluid and so we flex to ensure we provide the environment to suit that. What does that mean?  


Flexible PTO. Taking time out is important for our teams to enjoy life and stay fresh.

Employee Stock Options - we want our people to share in our success, we reward them with ownership for their contribution in creating a world-class company.

Work with like-minded people who are passionate about both the work we're doing and giving back. Our CG Gives programs enables us to all become philanthropists through our peer recognition and rewards system.

Social Initiativespictures speak a thousand words!


Sound interesting? If you think you have the best composition of the above, send us your resume and let's chat!


* Cover Genius promotes diversity and inclusivity. We don't tolerate discriminatioin, demeaning treatment of anyone, or harassment due to race, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or any other legally protected status.


*The cash compensation range for this role is between $140,000 and $185,000.

*This is a hybrid role based in our San Francisco office, with in-office days on Mondays, Tuesdays, and Fridays.

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CEO of Cover Genius
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Angus McDonald
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Average salary estimate

$162500 / YEARLY (est.)
min
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$140000K
$185000K

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What You Should Know About Data Scientist, Cover Genius

Join Cover Genius as a Data Scientist in our San Francisco office, where innovation meets opportunity! In this exciting role on our Partner Services Team, you will harness your analytical prowess to design and implement high-impact experiments, optimize pricing strategies, and develop product recommendation systems that drive growth and foster partnerships with some of the world’s leading tech companies. Your journey will involve collaborating with internal growth teams and external partners to create algorithms that truly make a difference. If you’re experienced in statistical and machine learning methodologies, and you're excited about opportunities for yield optimization through techniques like Contextual Bandits, this is the role for you. At Cover Genius, we’re not just about numbers; we value a diverse team spirit that spans over 20 countries, and we nurture this environment through our “CG Gives” initiative, which empowers social entrepreneurship and community development. Enjoy the benefits of a flexible work environment, unlimited PTO, and employee stock options, plus the thrill of working with ambitious peers who are just as passionate about making a positive impact. If you’re ready to tackle new challenges and usher in the next wave of innovation in embedded protection, we can’t wait to hear from you!

Frequently Asked Questions (FAQs) for Data Scientist Role at Cover Genius
What are the key responsibilities of the Data Scientist position at Cover Genius?

As a Data Scientist at Cover Genius, your primary responsibilities include designing and implementing high-impact experiments, optimizing pricing through advanced algorithms, and developing product recommendation programs. You'll leverage your skills to create data-driven strategies that align with our partners' revenue growth goals, ensuring that our offerings remain innovative and competitive in the market.

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What skills and experience are required for the Data Scientist role at Cover Genius?

To thrive in the Data Scientist position at Cover Genius, you should have a minimum of three years of hands-on experience with machine learning and statistical testing techniques. A Master's or PhD in a quantitative field is essential, alongside expertise in SQL and familiarity with deep learning models. Knowledge of Contextual Bandits and revenue management methodologies will also set you apart as a candidate.

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How does Cover Genius support employee growth and flexibility for Data Scientists?

Cover Genius places great importance on the well-being and development of its employees. As a Data Scientist, you'll enjoy flexible PTO to encourage a healthy work-life balance. The company also offers employee stock options to reward your contributions. Furthermore, you’ll work in a dynamic environment that promotes continuous learning and collaboration with like-minded professionals.

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What is the working environment like for a Data Scientist at Cover Genius in San Francisco?

At Cover Genius, the Data Scientist role is hybrid with in-office days set for Mondays, Tuesdays, and Fridays. This setup allows for meaningful collaboration while also providing the flexibility to work remotely. Our office is vibrant and inclusive, ensuring a supportive culture where innovation thrives.

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What impact does the Data Scientist position have on Cover Genius’s partners?

The Data Scientist position at Cover Genius significantly impacts our partners by driving product adoption and revenue growth through data-driven insights. By implementing algorithms for pricing optimization and recommendation systems, you’ll directly contribute to the success and satisfaction of our global clients, making a difference in their business performance.

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Common Interview Questions for Data Scientist
Can you describe a project where you used machine learning to solve a problem?

In response, highlight specific projects where you used algorithms to solve business challenges. Be sure to detail your approach in selecting the machine learning techniques, the data you used, and the results achieved, emphasizing how it relates to the Data Scientist role's responsibilities.

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How do you approach yield optimization through algorithms?

Discuss your understanding of yield optimization frameworks, particularly in relation to Contextual Bandits. Explain your methodology for identifying performance metrics and how you iterate based on data-driven insights.

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What statistical and machine learning methodologies are you skilled in?

Provide a comprehensive overview of your expertise in various methodologies. Don’t hesitate to mention tools and frameworks you’ve used effectively, while also relating how these experiences will benefit your work as a Data Scientist at Cover Genius.

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How do you ensure clear communication of complex statistical concepts to non-technical team members?

Emphasize the importance of clear, jargon-free communication. You can mention techniques you use, like data visualization or storytelling approaches, that make these concepts accessible and engaging for diverse audiences.

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What experience do you have with designing and building data pipelines?

Share specific examples that showcase your proficiency in building data pipelines, detailing the technologies and methodologies applied to ensure data integrity while supporting analysis needs.

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Can you explain your experience with deep learning models?

Elaborate on any projects where you applied deep learning models in practical scenarios, discussing relevant frameworks, algorithms utilized, and tangible outcomes. Relating this back to specific responsibilities at Cover Genius can strengthen your response.

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What steps do you take to stay updated on emerging trends in applied AI?

Discuss how you follow industry-leading resources, attend conferences, or engage with professional networks, emphasizing your commitment to continuous learning and how this knowledge is applicable to the Data Scientist role.

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How do you prioritize tasks when managing multiple projects?

Articulate your approach to project management, whether through agile methodologies or prioritization frameworks. Provide an example where your management skills led to timely and successful project completion.

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In your opinion, what makes a successful Data Scientist?

Speak to the qualities that contribute to success in the field, citing problem-solving capabilities, communication skills, adaptability, and a strong analytical mindset as key attributes, while integrating how these elements align with Cover Genius’s values.

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Why do you want to work for Cover Genius as a Data Scientist?

Express your alignment with Cover Genius's mission and values. Relate your career aspirations, how the role fits within that vision, and why you are excited about the opportunity to contribute to a team that significantly impacts global partners.

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Cover Genius protects millions of customers of the world’s largest online companies. Our goal is to protect all of them.

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Full-time, hybrid
DATE POSTED
April 4, 2025

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