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