AI Engineer

Beghou brings over three decades of experience helping life sciences companies optimize their commercialization through strategic insight, advanced analytics, and technology. From developing go-to-market strategies and building foundational data analytics infrastructures to leveraging artificial intelligence to improve customer insights and engagement, Beghou helps life sciences companies maximize performance across their portfolios. Beghou also deploys proprietary and third-party technology solutions to help companies forecast performance, design territories, manage customer data, organize, and report on medical and commercial data, and more. Headquartered in Evanston, Illinois, we have 10 global offices.

Our mission is to bring together analytical minds and innovative technology to help life sciences companies navigate the complexity of health care and improve patient outcomes.

What you’ll bring

• 5–8 years of engineering experience, including hands-on work building and shipping applied AI or machine learning products.
• Experience using language models for practical product workflows.
• Strong Python skills and experience building production services or data pipelines.
• Experience evaluating model outputs with measurable criteria, not just anecdotal review.
• Familiarity with structured outputs, tool use, retrieval, and validation techniques.
• Good judgment about model uncertainty and when a workflow should require human review.
• Ability to work with ambiguous problems and explain technical trade-offs clearly.
• Strong software engineering fundamentals, including testing, observability, and maintainable design.

Helpful experience

• Document AI, information extraction, OCR, or converting unstructured business documents into structured data.
• LLM evaluation, dataset curation, human-in-the-loop systems, and regression testing.
• FastAPI, PostgreSQL, cloud infrastructure, and background processing.
• Familiarity with privacy, data handling, and production monitoring for AI features.

At Beghou Consulting, you'll join a highly collaborative, values-driven team where technical excellence, analytical rigor, and personal growth converge. Whether you're passionate about AI innovation, building commercialization strategies, or shaping the next generation of data-first solutions in life sciences, this is a place to make an impact!