Ai Engineer

About The Company J.P. Morgan is a distinguished global financial services firm renowned for delivering comprehensive banking, investment, and wealth management solutions to a diverse client base that includes corporations, governments, and high-net-worth individuals. With a legacy of excellence and innovation, J.P. Morgan has established itself as a leader in the financial industry, committed to providing strategic advice, tailored financial products, and superior service. The company's core values emphasize integrity, client focus, and a relentless pursuit of excellence, fostering long-term relationships built on trust and mutual success. As part of its strategic growth and technological advancement, J.P. Morgan invests heavily in innovative solutions, including artificial intelligence and automation, to enhance operational efficiency and client experience. The organization recognizes that its people are its most valuable asset and prioritizes diversity, inclusion, and continuous learning to maintain its competitive edge in a rapidly evolving financial landscape. About The Role We are seeking a highly skilled AI Engineer to join our Agentic AI Solutions team at J.P. Morgan. This role offers an exciting opportunity to be at the forefront of AI-driven transformation within the financial services sector. As an AI Engineer, you will be responsible for designing, developing, and deploying autonomous and assistive AI agents that optimize complex workflows and operational processes. Your work will directly influence the company's ability to deliver innovative solutions that improve efficiency, accuracy, and decision-making capabilities across various business units. You will collaborate closely with cross-functional teams, including data scientists, software engineers, and business stakeholders, to translate operational needs into scalable AI solutions. Your expertise in building multi-agent systems, leveraging advanced frameworks, and implementing cutting-edge AI techniques will be instrumental in shaping the future of intelligent automation at J.P. Morgan. This role offers a unique platform to grow your skills, contribute to impactful projects, and be part of a culture that values innovation, collaboration, and continuous improvement. Qualifications * Advanced degree in Computer Science, Data Science, Machine Learning, or a related field. * Proven experience in developing and deploying agentic AI applications in production environments. * Strong proficiency with machine learning frameworks such as PyTorch, TensorFlow, and scikit-learn. * Expertise in Python programming, including writing comprehensive tests and developing evaluation tools for AI agents and prompts. * Hands-on experience with agent frameworks such as LangChain, CrewAI, AutoGen, or LangGraph. * Knowledge of generative models including transformers, GANs, VAEs, and diffusion models. * Understanding of data preprocessing, feature engineering, and model/agent evaluation techniques. * Familiarity with cloud computing platforms and containerization technologies. * Strong problem-solving skills with the ability to work independently and collaboratively within a team environment. * Excellent communication skills, capable of conveying complex technical concepts to diverse audiences. Responsibilities * Architect, develop, and operationalize autonomous and assistive AI agents to improve business processes and operational efficiency. * Design and implement multi-agent systems, including role definition, tool integration, planning, memory management, and workflow orchestration using modern agent frameworks. * Implement Retrieval-Augmented Generation (RAG) pipelines and semantic search functionalities utilizing vector databases, including indexing, retrieval policies, and evaluation metrics. * Build and integrate agent tools and APIs to connect AI agents with external services, databases, and internal systems, ensuring robustness through output parsing and error handling. * Practice advanced prompt engineering techniques and establish output validation and guardrails to minimize hallucinations and ensure reliability. * Design microservices-based architectures and orchestrate complex multi-step workflows; instrument agents for tracing, metrics collection, and feedback loops. * Partner with stakeholders to gather requirements, design intuitive human-AI interfaces, and deliver solutions that generate measurable business value. * Analyze data to enhance agent capabilities, optimize retrieval processes, and support data-driven decision-making through A/B testing and performance evaluations. * Mentor and guide team members on best practices related to agent frameworks, large language models, safety protocols, and operational excellence. Benefits Joining J.P. Morgan as an AI Engineer offers a competitive salary and comprehensive benefits package that supports your well-being and professional development. You will have access to ongoing training opportunities, mentorship programs, and a collaborative work environment that encourages innovation and knowledge sharing. The company promotes a healthy work-life balance and provides various wellness programs to support your personal and professional growth. Additionally, you will be part of a global organization that values diversity, inclusion, and the contributions of every individual, fostering a culture of respect and continuous learning. Equal Opportunity J.P. Morgan is committed to fostering an inclusive environment where all employees are valued and respected. We are an equal opportunity employer and do not discriminate based on race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy, disability, or any other protected attribute under applicable law. We believe that diversity enhances our ability to innovate and serve our clients effectively. Reasonable accommodations are provided for applicants and employees with disabilities or religious practices. We invite individuals from all backgrounds to apply and join our team in shaping the future of finance and technology.