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 an exciting Generative AI journey, transforming internal operations with cutting edge AI technologies. We are seeking a GenAI Senior specialist with strong Data Ingestion Engineering foundation- someone who has grown from data engineering background into AI/Gen AI and can actively contribute to both the areas, and is passionate about designing, developing, deploying and optimizing Gen AI products at scale.
This role will be hosted in the Data Product Portfolio within BCG, and the individual will be embedded as part of the Data Ingestion and Analyst Chapter, focusing primarily on GenAI solutions while contributing as a Data Ingestion Engineer where required.

KEY RESPONSIBILITIES

• Contribute to the design, development, and deployment of GenAI solutions, ensuring scalability and measurable business impact.
• Act as a hands-on coding contributor (IC), driving AI/GenAI use cases from prototype to production.
• Build and maintain scalable data ingestion pipelines for structured, semi-structured, and unstructured data.
• Implement ETL/ELT workflows using dbt.
• Ensure data quality and compliance with governance and security requirements across data ingestion processes.
• Curate, transform, and prepare datasets for LLM fine-tuning, embeddings, and retrieval-augmented generation (RAG) pipelines.
• Work with vector databases to optimize context retrieval for GenAI applications.
• Contribute to MLOps/LLMOps practices, including CI/CD pipelines, performance monitoring, and guardrails to reduce risks like hallucinations.
• Collaborate closely with other data engineers, AI engineers, and product owners to deliver robust, reliable solutions.
• Share insights and stay up-to-date on emerging GenAI frameworks (LangChain, LlamaIndex, multi-agent systems).
• Contribute knowledge to team discussions, helping evolve GenAI best practices within the portfolio.

What You'll Bring

AI/ML & LLM engineering skills

• 5+ years in technology roles, with 4+ years in Data Engineering and 1+ years in GenAI/AI product development at scale.
• Proven experience with Agentic AI architectures, multi-agent systems, or hands-on implementation of RAG pipelines.
• Hands-on coding in Python and exposure to Gen AI frameworks such as LangChain, LlamaIndex etc.
• Strong understanding of LLMOps/MLOps principles to deploy, monitor models, and implement CI/CD automation.
• Experience in deploying solutions on a cloud platform – AWS (preferred), Azure/GCP with containerization (Docker/Kubernetes).
• Demonstrate problem-solving skills

Data Ingestion Engineering Skills

• Strong knowledge of Python, SQL, dbt and Snowflake for building and maintaining data ingestion pipelines.
• Experience working with AWS Glue and S3
• Hands-on experience working with structured, semi-structured and unstructured datasets
• Ability to analyze performance bottlenecks and optimize data pipelines for efficiency and scalability.
• Exposure to version control (GitHub/Bitbucket) and Agile methodologies.

Communication, interpersonal, and teaming skills

• Good communication and stakeholder engagement skills to explain technical solutions in business language.
• 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

As part of the Data Ingestion and Analyst Chapter, you’ll collaborate with other data Ingestion engineers, AI engineers, product owners, and functional stakeholders to scale GenAI adoption across BCG.

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.