The company is looking to improve the lives of injured and disabled workers and enable them to return to the workforce by leveraging machine learning models.
Requirements
- Deep exposure to data science & ML tech stacks (sklearn, Keras / PyTorch, tuning frameworks)
- Data analysis & modeling
- Proficiency in Python/Pandas/Jupyter
- Knowledge of Dagster, BigQuery, Vertex AI, GCP, Terraform, Spark, Kubernetes
- Experience with advanced statistical modeling, especially probabilistic programming
- Expert skills at writing clean, efficient, and easy-to-understand code with unit tests and functional design patterns
- Owned and deployed, and maintained model-serving pipelines in production
Responsibilities
- Build ML models for production use
- Perform in-depth exploratory data analysis to scope ML opportunities, identify potential issues in the data, and lay the groundwork for model design, training & evaluation strategies
- Suggest and implement new features to improve model performance and business logic
- Write and review production-quality PRs daily
- Translate client business problems into ML problems
- Build scalable machine learning models for claim time series forecasting and NLP text understanding
- Continue to grow and learn in the data & ML space with a focus on business problems that require making sense of large-scale structured and unstructured datasets
Other
- 3+ years of experience, especially in highly scalable production environments
- Crisp written and verbal communication skills and can effectively correspond between technical and non-technical audiences
- A team player who is solutions-oriented
- Ambitious, collaborative, and empathetic values
- A work style that is open to giving and receiving critical feedback and collaborating effectively across teams
- Flexible PTO, 100% paid parental leave (16 weeks for primary caregivers), sick days, paid time off
- Full medical, dental, vision, short- & long-term disability, 401k matching
- Ability to work hybrid
- Open to sponsoring candidates currently in the US who need to transfer their active H1-B visa
