Strata Decision Technology is a leading provider of healthcare analytics solutions, and they are seeking an Applied Machine Learning Engineer to enhance their platform with advanced AI and ML capabilities. The role involves collaborating with various teams to develop and optimize machine learning models that address complex healthcare challenges.
Responsibilities:
- Read and translate the latest research (e.g., arXiv papers) into production-ready solutions in Python
- Prototype and iterate on machine learning models, focusing on areas such as regression, causal inference, optimization, and vector embeddings
- Collaborate with cross-functional teams to embed ML and AI capabilities directly into our software platform
- Partner with data scientists to design experiments and apply statistical concepts to real-world data
- Optimize, test, and scale ML models to support mission-critical healthcare analytics
Requirements:
- Strong experience implementing ML models in Python
- Familiarity with regression, embeddings, causal inference, and optimization techniques
- Experience applying statistical methods to exploratory data analysis
- Comfort working with modern ML libraries and frameworks
- NLP tasks (LLMs, spaCy, neural networks)
- Recommender systems, latent factors, matrix factorization
- Graph algorithms
- Claude Code, Docker, and GitHub