Global Data Scientist Manager

7 days ago

Gurugram, India Boston Consulting Group Full time

Who We Are

BCG pioneered strategy consulting more than 50 years ago, and we continue to innovate and redefine the industry. We offer multiple career paths for the world's best talent to have a real impact on business and society. As part of our team, you will benefit from the breadth and diversity of what we are doing today and where we are headed next. We count on your authenticity, exceptional work, and strong integrity. In return we are committed to supporting you in discovering the most fulfilling career journey possible-and unlocking your potential to advance the world. Our team called Global Services (GS) provides corporate support to business areas such as Finance, Legal, HR, Marketing and IT. This diverse team of experts, operators and specialists represent all levels from Partner to entry level staff, operating across the globe in multiple countries. Global Services is in short, the backbone of BCG.

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 Legal Digital Products Team to support building key prioritized Generative AI solutions for achieving Legal operations AI/Gen AI visionKEY RESPONSIBILITIES

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

•    Own end-to-end design, development & deployment of machine learning solutions at scale to deliver high-quality outcomes

•    Build and train different types of machine learning, deep learning models targeted for specific business 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 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

•    Overall 7+ years of experience in technology, analytics, data science & AI

•    5+ years of hands-on experience in building & deploying AI/ML/Gen AI solutions across wide variety of                    problems

•    2+ years of experience in building Generative AI products

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

•    Experience in working with variety of open source (e.g. Llama, Mistral) & closed source LLMs( e.g. Open AI,            Anthropic)

•    Experience in applying MLOps principles to deploy, monitor and enhance AI/ML models

•    Experience with LLMOps tools (e.g. Langsmith) to track accuracy, hallucinations, bias in Gen AI solutions

•    Experience with variety of Python libraries e.g. Pandas, Scikit-learn, TensorFlow

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

•    Expertise in container technologies – Docker, Kubernetes

•    Experience with workflow orchestration tools like Apache Airflow to design, schedule and monitor data                   processing pipelines

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



Who You'll Work With

Our business management and operations team members work to ensure that BCG is running smoothly, efficiently, and productively. We are made up of executive and administrative (or case team) assistants, visual service artists, receptionists, facilities staff, and the team leaders and office coordinators who manage these operations and business management jobs.

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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