Applied Machine Learning Engineer
Indexed description
A Day in the Life
- 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.
- Languages & Libraries: Python, PyTorch, NumPy, Pandas, Polars, PyMC
- Infrastructure: AWS, Snowflake, Docker, GitHub
- Techniques & Tools:
- Regression (with and without Bayesian priors)
- Vector embeddings, similarity, clustering
- Core statistics and distributions for EDA
- Optimization methods (multi-armed bandit, mixed integer programming)
- Causal inference and probabilistic modeling
- 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.ess computation engine.
Find Out More About Strata Benefits Here.
How we work:
Our preferred location for open roles is Chicago, IL. We value in‑person connection and regularly host on‑campus events to create meaningful opportunities for our team to build relationships and collaborate
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Here @ Strata…
Our culture is driven by our people solving problems together. We embrace learning, collaboration, and continuous career growth. Together, we lift our customers, our products, our company, and our community.
We believe that each of our team member's unique perspectives and experiences is what drives innovation and positive change. Our individual differences are what make us a more forward-thinking organization. We foster a culture of inclusion, equity and belonging, regardless of race, religion, disability, sex, sexual orientation, gender identity or national origin.
Our Core Values:
While we celebrate what makes each member of our team unique, our core values are what connect us. They set clear expectations for how we approach our work and how each of us can positively influence the experience of our team and our customers.
- We connect with positive intent.
- We are helpful.
- We own it.
- We get better every day.
- We are humble.
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