Line of Service Advisory Industry Sector Not Applicable Specialism Operations Management Level Senior Associate Summary At PwC our people in data and analytics engineering focus on leveraging advanced technologies and techniques to design and develop robust data solutions for clients They play a crucial role in transforming raw data into actionable insights enabling informed decision-making and driving business growth Those in intelligent automation at PwC will focus on conducting process mining designing next generation small- and large-scale automation solutions and implementing intelligent process automation robotic process automation and digital workflow solutions to help clients achieve operational efficiencies and reduce costs Why PWC At PwC you will be part of a vibrant community of solvers that leads with trust and creates distinctive outcomes for our clients and communities This purpose-led and values-driven work powered by technology in an workplace that drives innovation will enable you to make a tangible impact in the real world We reward your contributions support your wellbeing and offer inclusive benefits flexibility programmes and mentorship that will help you thrive in work and life Together we grow learn care collaborate and create a future of infinite experiences for each other Learn more At PwC we believe in providing equal employment opportunities without any discrimination on the grounds of gender ethnic background age disability marital status sexual orientation pregnancy gender identity or expression religion or other beliefs perceived differences and status protected by law We strive to create an environment where each one of our people can bring their true selves and contribute to their personal growth and the firm s growth To enable this we have zero tolerance for any discrimination and harassment based on the above considerations Summary We are seeking an experienced APA Developer specializing in autonomous agents and Large Language Models LLMs to join our team The ideal candidate will help design develop and optimize agents that can perform complex tasks autonomously while maintaining reliability and safety Responsibilities - Hands-on experience with - Building and deploying autonomous agents - LangChain framework for developing applications - Retrieval Augmented Generation RAG systems - Large Language Models LLMs and their APIs - Solid understanding of safety principles and best practices - Resolving Hallucinations in the outcomes Key Responsibilities - Design and implement autonomous agents using LangChain 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 Mandatory skill sets Technical Skills - Advanced Python programming with expertise in async programming and API development - Experience with vector databases and embedding models - Proficiency in implementing RAG pipelines and knowledge retrieval systems - Familiarity with prompt engineering and LLM optimization techniques - Experience with development frameworks and tools - Knowledge of modern software development practices Git CI CD testing Preferred skill sets - Multiple LLM providers OpenAI Anthropic etc - Tools for agent orchestration and workflow management - Natural Language Processing NLP techniques - Container technologies Docker Kubernetes - Understanding of semantic search and information retrieval concepts - Knowledge of agent alignment and safety considerations Years of experience required 2-10 years Education Qualifications- Graduate Engineer Management Graduate Education if blank degree and or field of study not specified Degrees Field of Study required Bachelor of Engineering Degrees Field of Study preferred Certifications if blank certifications not specified Required Skills OpenAI Optional Skills Accepting Feedback Accepting Feedback Active Listening Agile Methodology Analytical Thinking Automation Algorithms Automation Engineering Automation Framework Design and Development Automation Programming Automation Solutions Automation Studio Automation System Efficiency Blue Prism Business Analysis Business Performance Management Business Process Analysis Business Process Automation BPA Business Transformation Business Value Optimization C Programming Language Cognitive Automation Communication Conducting Discovery Configuration Management CM Continuous Process Improvement 36 more Desired Languages If blank desired languages not specified Travel Requirements Not Specified Available for Work Visa Sponsorship No Government Clearance Required No Job Posting End Date