Senior Software Engineer

Infotel UK Consulting; Mumbai; On-site; INR 800,000 - 1,200,000; Full time

Job summary

Infotel UK Consulting is looking for a Data Scientist in Mumbai to design and maintain innovative solutions connecting CRM and LLM technologies. You will implement Retrieval Augmented Generation that ensures accurate and responsive AI-driven outputs.

The ideal candidate will have a strong background in Python and SQL, a deep understanding of machine learning algorithms, and the ability to work collaboratively with various stakeholders. A graduation or post-graduation is required.

Qualifications

• Proven experience in Python and SQL/PL‑SQL for data manipulation and analysis.
• Strong understanding of machine learning algorithms and RAG architecture.
• Familiarity with CRM schema and data governance standards.

Responsibilities

• Design and maintain Retrieval Augmented Generation (RAG) systems.
• Implement vector embeddings for semantic search functionality.
• Lead code reviews and optimize data retrieval processes.

Skills

Python

SQL/PL‑SQL

Machine learning algorithms

Retrieval Augmented Generation (RAG) architecture

CRM schema knowledge

Education

Any Graduation or Post‑Graduation

Job description

Responsibilities

• Design and maintain Retrieval Augmented Generation (RAG) that connects CRM to LLM to provide grounded, fact‑based AI responses.
• Implement and maintain vector embeddings for entities to enable semantic search and integration with LLM for generative AI features.
• Design and deploy MCP (Microservice Component Platform) to bridge LLM with existing data sources for real‑time retrieval.
• Utilize LLMs to synthesize retrieved data into accurate, user‑friendly natural language responses.
• Evaluate and optimize the end‑to‑end latency of search and generation for performance optimization.
• Collect, analyze, and interpret large datasets to identify trends, patterns, and insights that can inform business decisions.
• Lead code reviews, ensuring adherence to coding standards, best practices, and quality requirements.
• Act as a technical point of contact for complex database issues, offering solutions and recommendations to resolve them.
• Collaborate with project managers, business analysts, and stakeholders to understand requirements and translate them into technical solutions.
• Collaborate with QA teams to validate data quality, ensure accuracy, and troubleshoot issues identified during testing.
• Stay up‑to‑date on the latest tools, techniques, and best practices.
• Identify opportunities for process improvements, optimizations, and automation.
• Ensure adherence to data governance and regulatory requirements, including security and compliance standards.

Technical Skills

• Python
• SQL/PL‑SQL
• Machine learning algorithms
• Retrieval Augmented Generation (RAG) architecture
• CRM schema knowledge

Behavioral Skills

• Active listening
• Client focused
• Communication skills – oral & written
• Results driven / ability to deliver

Specific Qualifications

Data Scientist

Education Level

Any Graduation or Post‑Graduation

Location

Mumbai