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▷ Apply Now! APA Developer

▷ Apply Now! APA Developer

PwC IndiaIndia
7 hours ago
Job description

Skill : APA Developer

Location : NCR

Years of Experience Required : 4 to 7 years

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).
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