Machine Learning Engineer, Applied Ai (Valle de Chalco Solidaridad)

Machine Learning Engineer, Applied AI (Hybrid)

Our team is dedicated to empowering clinicians through data‑driven innovations. We combine rigorous data science with practical engineering to build systems that make daily workflows more efficient, insightful, and intuitive.

As a Machine Learning Engineer, Applied AI, you will be at the forefront of building product features that help clinicians work effectively and efficiently, providing quality care to patients. You will design experiments, build robust models, tune prompts, implement LLM evals, and drive projects from idea to prototype to production with product, engineering and devOps teams. You will also play an important role in the road‑mapping exercises of our ML platform.

Responsibilities

• AI Prototyping and Development: develop AI workflows, customize data pipelines, tune models, engineer prompts to bring ideas to prototype; set up evaluation for AI workflows with subject matter experts to ensure rigor, quality and safety; integrate AI workflows into production; build and configure AI performance monitoring with proper reporting and alerts; optimize and maintain AI workflows for performance, reliability, and long‑term scalability.
• Research: start with the Job‑to‑be‑done, dive deep into the domain, decompose problems, design solutions with cross‑disciplinary thinking; conduct exploratory data analysis, design experiments and build prototypes; build artifacts to illustrate findings; inform roadmap.
• Cross‑Functional Collaboration: provide AI expert advice to product and engineering partners in shaping roadmap; partner closely with software engineering, product, data engineering, ML platform teams; communicate timelines, milestones, findings with stakeholders; guide less experienced team members; champion experimentation, continuous learning, proactive problem solving; stay current with emerging ML tools; look for creative ways to leverage data to help clinicians.

Desired Skills & Experience

• BS or above in