Generative AI Developer - Senior Associate

Location: India

**Industry/Sector**

Not Applicable

**Specialism**

Oracle

**Management Level**

Senior Associate

**Job Description & Summary**

**Job Title: Senior Associate – Generative AI Developer**

**Experience:**

5+ years of total IT experience, including 2–3 years in AI/ML or Generative AI development. Must have hands-on experience building, testing, and deploying LLM-based or agentic AI applications in production or pilot settings.

**Role Overview:**

The Senior Associate – Generative AI Developer will design, develop, and rigorously test end-to-end Generative AI and agentic AI applications. This role requires hands-on expertise with LLM APIs, RAG pipelines, prompt engineering, and multi-agent frameworks, combined with a disciplined approach to **testing, performance monitoring, and optimization**.

**Key Responsibilities:**

• **LLM & GenAI Development:**

Design, develop, and maintain LLM-powered applications using APIs such as OpenAI, Azure OpenAI, Anthropic, or Cohere. Implement core GenAI workflows including summarization, classification, Q&A, and content generation.

• **Agentic AI Implementation:**

Build and orchestrate multi-agent systems using frameworks like **CrewAI, LangGraph, OpenAI Agents SDK, or Azure AI Agent Framework**. Implement inter-agent communication, task routing, and tool orchestration for complex workflows.

• **RAG & Embedding Pipelines:**

Implement retrieval-augmented generation pipelines involving embedding creation, chunking, and vector indexing using **FAISS, Pinecone, Chroma, or Milvus**. Ensure efficient retrieval for context-aware outputs.

• **Prompt Engineering & Techniques:**

Apply advanced prompting strategies such as **Few-Shot Learning, Chain-of-Thought (CoT), ReAct, and CART** to improve reliability and interpretability of model responses.

• **Testing & Validation:**

Establish automated and manual testing pipelines using **TruLens**, **LangSmith**, **PromptLayer**, or **DeepEval** to evaluate model quality, accuracy, safety, and factual grounding.
Define and track metrics such as coherence, hallucination rate, and response diversity.

• **Performance Monitoring & Optimization:**

Implement cost-effective token management and model observability using logging and tracing frameworks. Continuously optimize prompts, retrieval logic, and memory mechanisms to improve efficiency.

• **Data Analysis & Preparation:**

Conduct EDA and pre-processing of textual datasets to ensure quality input for training, evaluation, and fine-tuning tasks.

• **Documentation & Collaboration:**

Create detailed design documents, maintain experiment logs, and collaborate with architects, data scientists, UI/UX engineers, and product managers to ensure solution alignment with business goals.

• **Continuous Learning:**

Stay up to date with new model releases (OpenAI GPT, Claude, Gemini, Mistral, LLaMA, etc.) and frameworks in the GenAI and agentic AI ecosystem.

**Key Skills & Competencies:**

• Strong proficiency in **Python**, **LangChain**, **LlamaIndex**, **CrewAI**, and **LangGraph**
• Deep understanding of **LLM architectures**, **tokenization**, **embedding models**, and **vector databases**
• Experience with **prompt testing and evaluation frameworks** (TruLens, LangSmith, PromptLayer, DeepEval)
• Familiarity with **bias mitigation**, **safety testing**, and **Responsible AI** principles
• Knowledge of **MLOps/LLMOps** practices for deploying and monitoring AI models
• Strong analytical mindset, documentation discipline, and collaborative approach
• Exposure to at least one major cloud AI platform (**Azure**, **AWS**, **GCP**, or **OCI**)

**Preferred Background:**

• Prior experience in building chatbots, intelligent assistants, summarizers, or document automation solutions using LLMs
• Familiarity with open-weight model experimentation (LLaMA, Mistral, Falcon, etc.)
• Exposure to **multi-modal AI** (text, image, code) and integration with enterprise data sources
• Experience supporting GenAI projects through testing, benchmarking, and performance optimization

**Travel Requirements**

Not Specified

**Job Posting End Date**

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