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2704 PwC Jobs
IN-Senior Associate_Senior Agentic Automation Engineer_
3-7 years
Bangalore / Bengaluru
1 vacancy
IN-Senior Associate_Senior Agentic Automation Engineer_
PwC
posted 4hr ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- Design and implement autonomous agents using LangChain / LangGraph/ Crew.ai / SK / Autogen and other relevant frameworks
- Develop and optimize RAG systems for improved information retrieval and response generation
- Create robust evaluation frameworks for testing agent performance and safety
- Implement monitoring and logging systems for agent behavior
- Develop documentation and best practices for agent development
- Contribute to the improvement of agent architecture and capabilities
- Develop ML pipelines for data processing, model training, and deployment.
- Integrate AI solutions with cloud platforms (AWS, Azure, GCP) and production environments.
- Optimize prompt engineering, retrievalaugmented generation (RAG), and finetuning strategies.
- 3+ years of experience in automation development, with a focus on Automation Anywhere.
- Building and deploying autonomous agents
- LangChain/llamaindex or any other similar cloud framework for developing applications
- Experience in any agentic platform (ex. Langgraph, Autogen, Crew.AI, BabyAGI etc)
- Retrieval Augmented Generation (RAG) systems
- Proficiency in Python, TensorFlow, PyTorch, LangChain, LlamaIndex, and OpenAI APIs.
- Strong understanding of LLMs (GPT, LLaMA, Claude, Mistral, Gemini, etc.) and finetuning techniques.
- Experience in vector databases (FAISS, ChromaDB, Pinecone, Weaviate, etc.) for RAGbased applications.
- Handson experience with ML model training, evaluation, and deployment.
- Familiarity with Docker, Kubernetes, CI/CD, and MLOps best practices.
- Understanding of Transformer based model and deep elarning
- Solid understanding of safety principles and best practices
- Resolving Hallucinations in the outcomes
Employment Type: Full Time, Permanent
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