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Our business generates a wealth of data with untapped potential to support people in need of aid, and improve their likelihood of positive outcomes in the legal system. Our platform covers a lot: evaluating a client’s case, giving advice, matching them with the right lawyer, formalizing the arrangement, and helping both parties work together as the case progresses. The data we generate across this end-to-end journey provides a unique opportunity to improve client experiences at a national scale for the legal practice areas we support, using novel data unavailable to other industry actors (individual law firms, government agencies). We are looking for Data Scientists to join our team and leverage this data to fulfill our mission. You’ll help establish the central Data Science team and embed closely with departments within Atticus to help us better apply data across all areas of our platform.
Job Responsibility:
Serve as a founding member of the company’s data science function, building a culture of collaboration, growth, and excellence
Design metrics, build data pipelines, run experiments, launch models
Work closely with department leads and their teams to ensure our decision-making and operations are data-informed
Interpret data as the collective voice of our clients, generating insights that inform our product roadmap and user experience
Hold teams accountable to measurable impact, enabling them to identify and target their most effective levers to improve the business
Requirements:
4+ years of relevant industry experience at a high-growth startup, or scrappy team at a larger company
Eager to jump in and serve as the primary data thought partner for a cross-functional team
Excited about providing 'full-stack' data support covering metric & data model design, exploratory analysis, testing & experimentation, and predictive modeling
Fluent in SQL
Substantial professional experience with Python or R
Built key metrics, reporting, and models from scratch for a product or business domain
Leveraged A/B testing or causal inference methods to help teams identify and target their most effective levers
Nice to have:
Experience working on a two-sided marketplace
Experience with non-experimental causal inference methods
Shipped and maintained model code in a production environment
What we offer:
Medical and dental insurance with 100% of employee premiums covered
15 vacation days & ~20 paid holidays each year (including two weeks at end-of-year)
Free membership to OneMedical
$600/year reimbursable stipend for internet service
$1,000 reimbursable stipend for education and training outside of work
Up to $1,200/year student loan repayment assistance