Generative AI Manager

2 weeks ago

Gurgaon, Haryana, India Boston Consulting Group Full time

Who We Are

Boston Consulting Group partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities. BCG was the pioneer in business strategy when it was founded in 1963. Today, we help clients with total transformation-inspiring complex change, enabling organizations to grow, building competitive advantage, and driving bottom-line impact.

To succeed, organizations must blend digital and human capabilities. Our diverse, global teams bring deep industry and functional expertise and a range of perspectives to spark change. BCG delivers solutions through leading-edge management consulting along with technology and design, corporate and digital ventures—and business purpose. We work in a uniquely collaborative model across the firm and throughout all levels of the client organization, generating results that allow our clients to thrive.

What You'll Do

BCG has been on a Generative AI journey to transform internal operations powered through cutting edge Generative AI technologies are core to this journey. Thus, we are looking for Generative AI engineers who are passionate about designing, developing, deploying and optimizing Gen AI products at scale.

This role will be hosted in AI Center Of Excellence and individual will be embedded as part of various Digital Products Team to support building key prioritized Generative AI solutions for achieving functional AI/Gen AI vision

KEY RESPONSIBILITIES

• Develop AI/Gen AI projects as individual coding contributors (IC), from ideation to ensuring they deliver impactful insights

• Drive end-to-end design, development & deployment of Gen AI solutions at scale to deliver high-quality outcomes

• Fine-tune large language models (LLMs) to meet specific Generative AI business outcomes

• Share expertise and perspectives on alternate approaches & tools to improve end solution

• Collaborate closely with data engineers, LLM engineers, Full stack AI engineers, QA, product owners and analysts to create and operationalize data & AI pipelines, ensuring compliance with data governance and security requirements

• Build strong relationships with business stakeholders, ensuring alignment on project goals and successful integration of data-driven insights into business strategies

What You'll Bring

AI/ML & LLM engineering skills

• Overall 7+ years of experience in technology, software engineering or data science/ML

• 5+ years of hands-on coding experience in python development

• 2+ years of experience in building Generative AI products at scale

• Strong Experience in developing Generative AI based solutions using frameworks e.g. Langchain, Llamaindex to build Retrieval augmented generation (RAG), multi agent architectures driven solutions

• Experience in working with variety of LLM models and fine tuning

• Experience in applying MLOps/LLMOps principles to deploy, monitor models and implement automated CI/CD pipelines

• Experience with LLM evaluation frameworks, guardrails to evaluate and monitor outputs quality, control hallucinations

• Demonstrated problem-solving skills with a track record of innovative solutions to complex challenges

• Awareness of AI ethical frameworks to ensure responsible AI deployment

• Ability to work iteratively on AI/ML/Gen AI solution to improve performance over period of time and with user feedbacks

• Experience in deploying solutions on a cloud platform – AWS (preferred), Azure, GCP

• Expertise in container technologies – Docker, Kubernetes

• Experience with microservices architecture, API development

Communication, interpersonal and teaming skills

• Excellent communication skills, with the ability to explain complex technical concepts to various audiences

• Experience working in a fast-paced global company, with a diverse team of both technical and functional backgrounds located in multiple time zones

• Proven ability to operate with a transparent mindset, communicating openly with stakeholders at various levels of the organization

Who You'll Work With

As a pivotal member of the team, you will interact extensively with a diverse range of stakeholders from across the business, both geographically and functionally

Boston Consulting Group is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, age, religion, sex, sexual orientation, gender identity / expression, national origin, disability, protected veteran status, or any other characteristic protected under national, provincial, or local law, where applicable, and those with criminal histories will be considered in a manner consistent with applicable state and local laws.
BCG is an E - Verify Employer. Click here for more information on E-Verify.

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