APA Developer
- PwC India
- 4 - 7 years
- Noida, Gurugram
- 3 months ago
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Job Description
Responsibilities:
- Design and develop agentic automation workflows using frameworks such as LangGraph, AutoGen, CrewAI, and other multi-agent systems (e.g., MCP, A2A) to automate complex business processes.
- Build and optimize Retrieval-Augmented Generation (RAG) pipelines for enhanced contextual understanding and accurate response generation in automation tasks.
- Integrate open-source LLMs (e.g. LLaMA) and closed-source LLMs (e.g., OpenAI, Gemini, Vertex AI) to power agentic systems and generative AI applications.
- Develop robust Python-based solutions using libraries like LangChain, Transformers, Pandas, and PyTorch for automation and AI model development.
- Implement and manage CI/CD pipelines, Git workflows, and software development best practices to ensure seamless deployment of automation solutions.
- Work with structured and unstructured data, applying prompt engineering and fine-tuning techniques to enhance LLM performance for specific use cases.
- Query and manage databases (e.g., SQL, NoSQL) for data extraction, transformation, and integration into automation workflows.
- Collaborate with stakeholders to translate technical solutions into business value, delivering clear presentations and documentation.
- Stay updated on advancements in agentic automation, generative AI, and LLM technologies to drive innovation and maintain competitive edge.
- Ensure scalability, security, and performance of deployed automation solutions in production environments.
Experience:
- 4+ years of hands-on experience in AI/ML, generative AI, or automation development.
- Proven expertise in agentic frameworks like LangGraph, AutoGen, CrewAI, and multi-agent systems.
- Experience building and deploying RAG-based solutions for automation or knowledge-intensive applications.
- Hands-on experience with open-source LLMs (Hugging Face) and closed-source LLMs (OpenAI, Gemini, Vertex AI).
Technical Skills:
- Advanced proficiency in Python and relevant libraries (LangChain, Transformers, Pandas, PyTorch, Scikit-learn).
- Strong SQL skills for querying and managing databases (e.g., PostgreSQL, MongoDB).
- Familiarity with CI/CD tools (e.g., Jenkins, GitHub Actions), Git workflows, and containerization (e.g., Docker, Kubernetes).
- Experience with Linux (Ubuntu) and cloud platforms (AWS, Azure, Google Cloud) for deploying automation solutions.
- Knowledge of automation tools (e.g., UiPath, Automation Anywhere) and workflow orchestration platforms.
Soft Skills:
- Exceptional communication skills to articulate technical concepts to non-technical stakeholders.
- Strong problem-solving and analytical skills to address complex automation challenges.
- Ability to work collaboratively in a fast-paced, client-facing environment.
- Proactive mindset with a passion for adopting emerging technologies.
Preferred Qualifications
- Experience with multi-agent coordination protocols (MCP) and agent-to-agent (A2A) communication systems.
- Familiarity with advanced generative AI techniques, such as prompt chaining, tool-augmented LLMs, and model distillation.
- Exposure to enterprise-grade automation platforms or intelligent process automation (IPA) solutions.
- Contributions to open-source AI/automation projects or publications in relevant domains.
- Certification in AI, cloud platforms, or automation technologies (e.g., AWS Certified AI Practitioner, RPA Developer).
Mandatory skill sets:
Agentic, LLM, RAG, AIML, LangGchain
Preferred skill sets:
Agentic, LLM, RAG, AIML, LangGchain, Gen AI
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Automation DeveloperEmployement Type: Full timeContact Details:
Company: PwC IndiaLocation(s): Noida, Gurugram+ View Contact
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₹ 10-16 Lacs P.A
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