AI Engineering Director
hace 3 días
Bain & Company is a global consultancy that helps ambitious leaders define the future. We work with our clients as one team to achieve exceptional results, outperform competitors, and redefine industries.
About This RoleWe are seeking an AI Engineering Director to join our Advanced Analytics Group. The ideal candidate will have expertise in machine learning engineering and experience managing data scientists and engineers.
This role requires strong technical leadership skills, including hands-on development, solution architecture, and client collaboration. You will work closely with generalist consultants and clients to develop data-driven strategies and innovative solutions.
The successful candidate will have a strong understanding of computer science concepts, machine learning frameworks, and probabilistic programming techniques. Experience with MLOps, cloud platforms, and big data technologies is also essential.
Responsibilities- Provide technical leadership for end-to-end technical solution delivery on client cases
- Develop statistical/ML models to be handed over to clients as prototype or production software
- Transform existing prototype code into scalable, production-grade software
- Codify client work into repeatable software toolkits and solutions
- Regularly demonstrate code to other team members
- Peer-review code contributions by other team members
- Collaborate on (or lead) the development of re-usable common frameworks, model and components that can be highly leveraged to address common ML engineering problems across industries and business functions
- 7+ years of engineering experience
- 1+ years of experience managing data scientists / machine learning engineers
- Expert knowledge of Python and SQL
- Proficiency in one or more of R, Java, C++, Scala, Go, Julia
- Strong track record of implementing statistical and machine learning models, deploying these, and maintaining them in production environments
Bain & Company is a leader in management consulting, providing tailored services to help organizations achieve their goals. Our 10-year commitment to pro bono services brings our talent, expertise, and insight to organizations tackling today's urgent challenges.
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