AI/ML Engineer

Area(s) of responsibility

About Birlasoft:
Birlasoft, a global leader at the forefront of Cloud, AI, and Digital technologies, seamlessly blends domain expertise with enterprise solutions. The company’s consultative and design-thinking approach empowers societies worldwide, enhancing the efficiency and productivity of businesses. As part of the multibillion-dollar diversified CKA Birla Group, Birlasoft with its 12,000+ professionals, is committed to continuing the Group’s 170-year heritage of building sustainable communities.

Job Title: EBS Solution Architecture

Lactation: 

Technical Skills:
Proficiency in Large Language Models (LLMs), Generative AI, Natural Language Processing (NLP), and Retrieval-Augmented Generation (RAG).
i.    Knowledge of the leading LLMs. Fine-tuning models using Python libraries like Hugging Face Transformers or OCI's SDK to adapt them for domain-specific tasks

ii.    NLP skills like sentiment analysis, entity extraction, and text classification

iii.    RAG expertise – Understanding of Vectorization, embeddings. Working with OpenSearch, leveraging Oracle Database 23ai's vector capabilities
•    Experience with Prompt Engineering, Content Moderation Guardrails, and Handling Context Retention in Multi-Turn Interactions

iv.    Advanced prompt engineering techniques, such as chain-of-thought prompting

v.    Content Moderation: PII detection, toxicity scoring, custom filters

vi.    Context Retention: expertise in managing session states, Redis Caching, multi – turn conversations.
•    Tools Orchestration, Function Calling, Custom API Endpoints, SQL Tools for Database Queries, and Agent Networks for Multi-Stage Workflows