Senior AI Software Engineer
3 weeks ago
Boston Consulting Group is a leading management consulting firm that partners with businesses and society to tackle their most important challenges and capture their greatest opportunities. We were the pioneers in business strategy when we were founded in 1963, and today, we help clients achieve total transformation, enabling them to grow, build competitive advantage, and drive 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 collaborative model across the firm and throughout all levels of the client organization, generating results that allow our clients to thrive.
We're a team of over 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, we provide 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.
**Job Overview:**
This role involves building technology stacks for AI/ML use cases from concept to production deployment. The ideal candidate will have a strong background in data science, machine learning, artificial intelligence, or big data, with a minimum of 1-3 years of relevant work experience. Proficiency in Python programming language is required, and knowledge of other languages such as R, Java would be an added advantage. The candidate should also have hands-on experience in building AI orchestration with frameworks like LangChain.
**Key Responsibilities:
- Build technology stacks for AI/ML use cases from concept to production deployment.
- Develop data pipelines, ingestion of structured & unstructured 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.
**Requirements:**
- A Bachelor's, master's degree or PhD in computer science, data science, mathematics, statistics, engineering, or a related field.
- Minimum 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.
- Hands 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.
We offer a competitive salary range of $120,000 - $180,000 per annum, depending on location and experience, making us one of the highest paying companies in the industry. Our benefits package includes comprehensive health insurance, retirement savings plan, and generous paid time off. 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.
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