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Senior Data Scientist - LLM/RAG
Senior Data Scientist - LLM/RAGAdept Consulting • Bangalore
Senior Data Scientist - LLM / RAG

Senior Data Scientist - LLM / RAG

Adept Consulting • Bangalore
30+ days ago
Job description

We are seeking an experienced and highly motivated Strong Python Developer to support the development of LLM-based solutions for a contract digitization and standardization platform. The ideal candidate will have a strong software engineering background , with experience in serverless computing, AWS infrastructure, and prompt engineering As part of a cross-functional team, focus would be on engineering excellence, performance optimization, and automation , ensuring the seamless integration of AI capabilities into production workflows. Work requires a deep understanding of scalable cloud architectures , and the ability to navigate the complexities of deploying AI applications in real-world enterprise environments . This role focuses on building and optimizing AI-powered applications rather than training custom machine learning models.

Key Responsibilities :

  • Design, develop, and optimize LLM-powered applications for contract digitization and standardization workflows.
  • Build and deploy scalable, serverless architectures leveraging AWS services.
  • Integrate LLMs using Amazon Bedrock and Bedrock Knowledge Base and fine-tune the prompts to optimise for efficiency.
  • Work on Sagemaker AI and Jupyter notebooks to evaluate LLMs
  • Develop event-driven workflows using AWS EventBridge, API Gateway, Step functions and Lambda.
  • Index and retrieve contract data efficiently using OpenSearch.
  • Implement and maintain infrastructure-as-code (IaC) solutions using Terraform.
  • Collaborate with cross-functional teams including Architects, Engineers, and Legal Experts to improve contract processing workflows.
  • Follow agile development processes with a focus on delivering production-ready, testable code in small iterations.
  • Maintain CI / CD pipelines to ensure seamless integration, testing, and deployment of AI applications.
  • Monitor and troubleshoot production systems, proactively identifying and resolving issues related to scalability, performance, and reliability.

Stay up to date with advancements in RAG / LLMs, prompt engineering, and cloud-based AI deployment best practices.

Required Skills & Experience :

  • 4+ years of software development experience with a focus on building and deploying highly scalable backend systems.
  • Strong proficiency in Python, with experience in API development, event-driven architectures, and cloud-native applications.
  • Hands-on experience of working with LLMs in production environments.
  • Experience in serverless computing using AWS services such as Lambda, API Gateway, EventBridge, and S3.
  • Hands-on experience with Amazon Bedrock Knowledge Base and integrating LLMs for document processing.
  • Solid understanding of data structures, software architecture, and system design princeiples
  • Familiarity with prompt engineering techniques to optimize LLM performance.
  • Familiarity with Any vector data store for indexing and retrieval of contextual information based on embeddings.
  • Experience with Terraform for managing AWS infrastructure as code (IaC).
  • Knowledge of CI / CD pipelines, including automation of testing, deployment, and monitoring.
  • Excellent problem-solving and analytical skills, with attention to detail in optimizing AI workflows.
  • Strong communication skills and ability to work in a cross-functional team environment.
  • Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
  • (ref : hirist.tech)

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