200+ applicants

Company

Earnest · 3 days ago

Data Scientist II

San Francisco, CA

Full-time

Remote

Mid Level

$142K/yr - $160K/yr

3+ years exp

Maximize your interview chances

BankingConsumer Lending

H1B Sponsor Likely

Insider Connection @Earnest

Discover valuable connections within the company who might provide insights and potential referrals.
Get 3x more responses when you reach out via email instead of LinkedIn.

Responsibilities

Design and implement ETL pipelines to ingest data from operational systems, third-party sources, and public datasets into the data warehouse, transform existing data for user consumption, and source data for model training

Extract data for model training from various sources, including data warehouses (e.g., Earnest, Navient), production databases, third-party providers, and publicly available dataset

Prototype machine learning models by applying best practices in feature engineering, model selection, and validation, while writing efficient code using popular frameworks such as Scikit-learn, TensorFlow, and PyTorch

Articulate to stakeholders the impact of the models and analyses through presentations and reports. Drafts recommendations for stakeholders that would optimize the product and underwriting policies

You will be responsible for guiding product recommendations and model development.You will communicate analyses and results to the Data team backed by data and coupled with actionable conclusions to drive business decisions. This role will be creating new analytical approaches, design efficient data querying and modeling development

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Data ScienceMachine LearningPythonETL PipelinesData Warehouse SystemsFeature EngineeringModel SelectionScikit-learnTensorFlowPyTorchStatisticsSnowflakeBigQueryRedshift

Required

Bachelor’s Degree in Computer Science, Data Science, Statistics or a related field

3 years of experience developing traditional machine learning models using Python and applying advanced algorithms

2+ years of hands-on experience working with data warehouse systems such as Snowflake, Airflow and DBT to support data-driven model development

Willingness to travel to the Oakland office monthly to collaborate with other Earnies

Preferred

PhD in Machine Learning or very related topic, or Master’s degree with equivalent experience with a minimum of 1-2 years of experience

Benefits

Health, Dental, & Vision benefits plus savings plans

Mac computers + work-from-home stipend to set up your home office

Monthly internet and phone reimbursement

Employee Stock Purchase Plan

Restricted Stock Units (RSUs)

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

Competitive parental leave

Company

Earnest

Glassdoor

3.4

Earnest is a technology-lender that brings low-interest loans to high-potential people.

Founded in 2013

San Francisco, California, USA

201-500 employees

https://www.earnest.com

H1B Sponsorship

Earnest has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

Represents job field similar to this job

Trends of Total Sponsorships

2023 (7)

2022 (10)

2021 (9)

2020 (10)