Sep 04, 2023 - Earnest is hiring a remote Data Scientist. 📍Location: USA.
Earnest’s mission is to make higher education accessible and affordable for everyone. We empower students with financial support and supercharge their ability to pay down their debt so they can get on the right financial track fast.We build tools that help people feel in control of their financial future, including:
- Private student loans - low rates, people-first service, and flexible payments.
- Student loan refinancing - break free from high interest rates or monthly payments.
- Scholarships - access to thousands of scholars to help students pay less.
What makes an “Earnie” culture:
- Drivers – Drivers are satisfied by making things happen, not coming along for the ride. They feel a strong sense of ownership for their projects and teams and demand high standards from themselves and others.
- Humility – Humble team players check their egos and consider the team’s needs above their own. They are self-aware of their strengths and opportunities for improvement.
- Growth Mindset – People with a growth mindset approach challenges and failures as learning opportunities. They seek feedback to improve, give feedback to others, and genuinely want to perform well.
Earnies are committed to helping students live their best lives, free from the stress of student debt. If you’re as passionate as we are about our mission, read more below, and let’s build something great together!
As a Data Scientist II, you will report to the Data Science Manager. You will play a pivotal role in our data-driven decision making and drive impact for our Growth, Risk, Product, and Marketing teams. You'll have the opportunity to work on cutting-edge projects that involve credit risk modeling, causal inferencing from experimental results, custom large-language modeling and NLP tasks for income verification.
What you’ll do:
Depending on the project, you would:
- Develop and support financial loan pricing and conversion optimization models
- Build forecasting models on both product demand and internal operations backlog
- Optimize product conversion by running A/B tests and other experimentation methods on our pricing, marketing and product models
- Research and prototype models and present in model review sessions
- Work with data and infrastructure engineers to deploy your model or develop required data pipelines to automate training and monitoring with BI tools
- Prepare technical design and git/confluence documentation
- Work with general managers, marketing and operation teams to identify and address their data modeling needs for better forecasting and planning
Ideal background and expertise:
- 2+ years in R/Python and SQL
- 2+ years professional experience in model development and/or data analytics (or Master's degree in Data Science, Operations Research, Industrial Engineering, Economics or a related quantitative field with 1+ years of professional experience in model development and analytics)
- Expertise in statistical inference
- Experience in product analytics and experimental design
- Deep understanding of classification, regression and forecasting models and AB testing
- Experience working in a cross-functional environment with teamwork and excellent communication skills
Bonus to have:
- Understanding of financial metrics and bond markets
- Understanding of econometrics and elasticity in pricing optimization
- Experience with convex optimization
- Experience with BI tools such as Looker, Tableau, PowerBI, etc.
- Machine learning modeling experience
Earnest believes in enabling our employees to live their best lives. We offer a variety of perks and competitive benefits that include:
- Health, Dental, & Vision benefits plus savings plans
- Work anywhere in the U.S.
- Mac computers + work from home stipend to set up your home office
- Monthly internet and phone reimbursement
- Employee Stock Purchase Plan
- 401(k) plan to help you save for retirement plus a company match
- Robust tuition reimbursement program
- $1,000 travel perk on each Earnie-versary to anywhere in the world
- Competitive days of annual PTO
- Annual “my day”
- Pet insurance!
- Competitive parental leave
- Plenty of Earnest swag, optional in person team gatherings, picnics, celebrations, and plenty of fun virtual events
At Earnest, we are committed to building an environment where our employees feel included, valued, and heard. Our belief is that a strong commitment to diversity, inclusion, equity, and belonging enables us to move forward with our mission. We are dedicated to adding new perspectives to the team and encourage anyone to apply if your experience is close to what we are looking for.
Earnest provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability or genetics. Qualified applicants with criminal histories will be considered for the position in a manner consistent with the Fair Chance Ordinance.
A little about our pay philosophy: We take pride in ensuring we are compensating our employees fairly and equitably. We are showcasing a range and actual starting pay may be based on several factors including but not limited to, market rate, the qualified pool of candidates, internal compensation, candidate location, and budgetary constraints. This number does not necessarily reflect your total compensation, but is a range for your base salary.