Senior/Staff Data Scientist - Marketplace Dynamics
United States
Applications have closed
Coalition, Inc.
As the world’s first Active Insurance provider, Coalition combines comprehensive cyber insurance and cybersecurity tools to help prevent digital risks.
About Us
Coalition is on a mission to provide security for all. Our cybersecurity and risk management platform brings together insurance, threat intelligence expertise, and cybersecurity tools to help our customers remain resilient to cyber threats. Together we are centered around one goal: harnessing the power of technology with the safety of insurance to provide the first holistic solution to solve cyber risk.
Our teams not only work to prevent security failures, but we help organizations mitigate and recover from incidents when they occur. Our approach is catching on. Coalition currently has more than 42,000 customers who have insured over $12 billion of their risk. and our distributed team works collaboratively across North America and Europe.
Founded in 2017, Coalition has experienced tremendous growth by remaining true to our founding values. That’s why we are proud to be named one of Inc’s Best Places to Work in 2021.
About the role
Coalition is looking for an experienced data scientist to help us analyze, quantify, and communicate ever-changing marketplace dynamics, as well as serve as a data science mentor in applying cutting-edge optimization solutions to other problems across the company. Cyber insurance is the fastest growing line of property casualty insurance, and the cyber insurance marketplace experiences rapid changes in risk appetite and demand/supply fluctuations. You will lead a critical effort in measuring the competitiveness of our offerings and help us identify and react to changes in marketplace dynamics.
Coalition's culture is one that strongly values humility, authenticity, and diversity. We want to work with people of different backgrounds and different paths in life, and we trust our team members to take responsibility, share ownership and work for one another. We are always looking for collaborative, inquisitive and dedicated individuals to join our team.
Recent press releases: Coalition Raises $175M to Build the Future of Commercial Insurance
Forbes.com - Next Billion-Dollar Startups 2020
Coalition is proud to be an Equal Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.
#LI-REMOTE
Coalition is on a mission to provide security for all. Our cybersecurity and risk management platform brings together insurance, threat intelligence expertise, and cybersecurity tools to help our customers remain resilient to cyber threats. Together we are centered around one goal: harnessing the power of technology with the safety of insurance to provide the first holistic solution to solve cyber risk.
Our teams not only work to prevent security failures, but we help organizations mitigate and recover from incidents when they occur. Our approach is catching on. Coalition currently has more than 42,000 customers who have insured over $12 billion of their risk. and our distributed team works collaboratively across North America and Europe.
Founded in 2017, Coalition has experienced tremendous growth by remaining true to our founding values. That’s why we are proud to be named one of Inc’s Best Places to Work in 2021.
About the role
Coalition is looking for an experienced data scientist to help us analyze, quantify, and communicate ever-changing marketplace dynamics, as well as serve as a data science mentor in applying cutting-edge optimization solutions to other problems across the company. Cyber insurance is the fastest growing line of property casualty insurance, and the cyber insurance marketplace experiences rapid changes in risk appetite and demand/supply fluctuations. You will lead a critical effort in measuring the competitiveness of our offerings and help us identify and react to changes in marketplace dynamics.
Responsibilities
- Be the data and statistical expert of cyber insurance marketplace dynamics: Measure the competitiveness of our offerings, changes in the market, and offer opinionated advice on potential optimizations
- Work with other data scientists and engineers to implement mathematical models as real-time alerting systems that drive business actions
- Translate mathematical findings to digestible summaries that can be shared at the executive level
- Mentor data scientists and spread data best practices to the team (and company!)
Skills and Qualifications
- PhD with 2+ years of experience, MS with 4+ years of experience, or undergraduate with 6+ years of experience applying numerical optimization techniques to sorting, matching, or marketplace problems
- Ability to translate marketplace dynamics of bidders into mathematical models
- Comfort with econometric techniques like multivariate regression, diff-in-diff, and instrumental variables
- Excellent written communication skills and desire to drive change through persuasive write ups and analyses
- Strong ability in statistical computing language like Python, R or Julia
- Persistence, patience and a great sense of responsibility
Bonus Points
- Experience with Thompson Sampling, reinforcement or active learning
- Experience implementing solutions in a cloud environment like AWS
Coalition's culture is one that strongly values humility, authenticity, and diversity. We want to work with people of different backgrounds and different paths in life, and we trust our team members to take responsibility, share ownership and work for one another. We are always looking for collaborative, inquisitive and dedicated individuals to join our team.
Recent press releases: Coalition Raises $175M to Build the Future of Commercial Insurance
Forbes.com - Next Billion-Dollar Startups 2020
Coalition is proud to be an Equal Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.
#LI-REMOTE
Tags: AWS Julia PhD Python R React Security
Perks/benefits: Career development Insurance
Region:
North America
Country:
United States
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