Senior Data Scientist

2 days ago

bangalore, India Ecolab Full time

As a Senior Data Scientist, you will lead the development of scalable GenAI-powered systems, designing intelligent workflows that leverage large language models (LLMs), vector-based retrieval, and multi-agent orchestration frameworks. You’ll drive solution architecture, mentor junior engineers, and deliver production-ready applications that integrate deeply with business processes and platforms.

Key Responsibilities:

• Lead the design and deployment of GenAI systems leveraging LLMs, retrieval pipelines, and orchestration frameworks for multi-step task execution

• Architect and optimize prompt workflows, including chaining, templating, and context control, for high-accuracy and cost-efficient solutions

• Build and maintain embedding-based retrieval systems using vector databases and context-aware generation techniques (e.g., retrieval-augmented generation)

• Collaborate with product owners and engineering leads to align solution architecture with business objectives

• Guide and mentor junior engineers on best practices in prompt design, token optimization, security controls, and observability patterns

• Define standards for code modularity, response consistency, prompt safety, and testing across LLM-powered applications

• Maintain strong CI/CD practices using version-controlled workflows and cloud-native deployment pipelines

• Evaluate emerging GenAI tooling and provide technical recommendations for experimentation and adoption

Qualifications

• 4+ years of experience in AI/ML solution delivery, with a strong focus on GenAI or LLM-integrated systems

• Expertise in Python (v3.11+) with deep familiarity in LLM APIs, embedding generation, vector-based search, and modular pipeline design

• Proven experience in building and deploying prompt-driven applications at scale

• Solid understanding of agent orchestration patterns, multi-agent task flows, and context layering techniques

• Hands-on experience in cloud-native delivery (preferably Azure), including containerization, CI/CD, and monitoring

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