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.
We Are BCG X
- We’re a diverse team of more than 3,000 tech experts united by a drive to make a difference. Working across industries and disciplines, we combine our experience and expertise to tackle the biggest challenges faced by society today. We go beyond what was once thought possible, creating new and innovative solutions to the world’s most complex problems. Leveraging BCG’s global network and partnerships with leading organizations, BCG X provides a stable ecosystem for talent to build game-changing businesses, products, and services from the ground up, all while growing their career. Together, we strive to create solutions that will positively impact the lives of millions
What You'll Do
- Build technology stack for AI/ML use cases from concept to production deployment.
- Build data pipelines, ingestion of structured & structured data for model training.
- Create Generative AI pipelines & technology stack e.g., orchestration, prompt engineering,fine tuning etc.
- Deploy AI/ML models into production and build API layer for application integration.
Behavior Aspect in Candidates
- A Bachelor's, master’s degree or PhD in computer science, data science, mathematics, statistics, engineering, or a related field
- 1-3 years of relevant work experience in data science, machine learning, artificial intelligence, or big data
- Very high proficiency in Python programming language, knowledge of other languages such as R, Java would be a plus.
- Knowledge of various AI/ML models including deep learning models.
- Knowledge of Generative AI stack - Large Language Models / Foundation Models, vector databases, orchestration stack.
- Hand on experience in building AI orchestration with frameworks like LangChain.
- Knowledge of vector databases e.g., Pinecone, Chroma etc.
- Deep understanding of data processing frameworks e.g., Data Bricks, Airflow etc.
- Knowledge of API frameworks Django, Flask etc.
- Understanding of cloud data & AI stack on AWS / Azure / GCP is preferred.
