2 месяца назад
Applied Scientist (ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Applied Scientist (ML): Building and measuring ML systems for health engagement programs with an accent on prediction, prioritization, and uplift modeling. Focus on designing A/B tests and integrating LLM-powered workflows to improve real-world member outcomes.
Location: Austin, TX
Company
is a digital health company pioneering biomarker intelligence by combining AI-powered technology with human insight to deliver personalized health answers.
What you will do
- Build and improve ML models for engagement and operational workflows, focusing on prediction and prioritization.
- Develop models for uplift and related decisioning use cases.
- Design and analyze A/B tests and other measurement approaches to evaluate incremental impact.
- Define and monitor model performance, business impact, and overall system health.
- Partner with stakeholders to define success metrics and translate findings into actionable decisions.
- Evaluate AI- and LLM-powered workflows for deployment in production settings.
Requirements
- 5+ years of experience in Applied Science, Data Science, ML, or Decision Science.
- Strong hands-on experience training, evaluating, and improving ML models.
- Proven expertise in designing and analyzing A/B tests.
- Proficiency in Python and SQL.
- Experience measuring model and product performance in production environments.
- Ability to communicate complex technical findings clearly to cross-functional stakeholders.
Nice to have
- Experience with causal inference or uplift modeling.
- Knowledge of LLMs, AI agents, or automated production workflows.
- Experience working within healthcare or other regulated environments.
- Familiarity with Snowflake, dbt, Airflow, and GitLab.
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