AI Engineer
Beghou Consulting6 hours ago
Pune, India or Hyderābād, IndiaSenior / Staff+
Responsibilities
- Build and ship applied AI or machine learning products.
- Develop practical product workflows using language models.
- Build production services and data pipelines in Python.
- Evaluate model outputs using measurable criteria.
- Implement structured outputs, tool use, retrieval, and validation techniques.
- Use judgment about model uncertainty and when workflows require human review.
- Apply strong software engineering practices, including testing, observability, and maintainable design.
- Work on document AI, information extraction, OCR, LLM evaluation, dataset curation, human-in-the-loop systems, and regression testing when applicable.
Requirements
- 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.
- Familiarity with structured outputs, tool use, retrieval, and validation techniques.
- Ability to explain technical trade-offs clearly and work through ambiguous problems.
- Strong software engineering fundamentals, including testing, observability, and maintainable design.
- Helpful experience with Document AI, information extraction, OCR, LLM evaluation, dataset curation, human-in-the-loop systems, regression testing, FastAPI, PostgreSQL, cloud infrastructure, background processing, privacy, data handling, and production monitoring for AI features.
Benefits
- Collaborative, values-driven team environment focused on technical excellence, analytical rigor, and personal growth.
- Opportunity to work on data-first and AI solutions for life sciences and patient-outcome initiatives.
Tech Stack
Categories
About Beghou Consulting
Beghou Consulting provides commercialization strategy, advanced analytics, and data/technology solutions to pharmaceutical and broader life sciences companies. The privately held firm sells consulting services and deploys proprietary and third-party tools for forecasting, territory design, customer data management, and engagement analytics. Founded in 1993 and headquartered in Evanston, Illinois, it operates 10 global offices and supports clients across launch planning, sales operations, and market access.