## For additional information, please review .The AI Engineer Intermediate Analyst is an intermediate-level professional responsible for designing and implementing complex, scalable AI solutions in coordination with the AI Innovation team. The overall objective is to apply a strong understanding of AI, software architecture, and business processes to build and optimize high-performance AI systems.**Responsibilities:*** Design and develop production-ready Generative AI and Agentic solutions, with a strong focus on Agent Architecture selection, memory management, hallucination control, and performance measurement.* Analyze complex business processes and problems to design and implement technology and analytic solutions at scale, with a focus on performance optimization.* Develop and maintain robust data and technology pipelines, ensuring they are scalable, efficient, and reliable.* Implement feedback loops for AI agents using reinforcement learning techniques to continuously improve solution effectiveness.* Take ownership of the technical design and implementation of AI features and services.* Adhere to and promote best practices in software development, MLOps, and Model Governance.* Mentor junior engineers and provide technical guidance on projects.**Qualifications:*** 4-7 years of overall experience with a minimum of 2 years of experience in developing production-ready Gen AI based RAG or Agent-based solutions.* Strong experience in designing Agentic solutions, including Agent Architecture selection, memory management, hallucination control, and measuring solution effectiveness.* Proven ability to analyze business problems and design scalable technology/analytic solutions.* Hands-on experience with performance optimization of highly scalable systems.* Strong proficiency in Python and deep experience with AI/ML frameworks (PyTorch, TensorFlow, LangChain).* Extensive experience with cloud platforms (AWS, Azure, GCP), containerization (Kubernetes), and MLOps tools.* Experience with data pipeline and technology pipeline development.* Excellent analytical skills and a deep understanding of software architecture principles.**Education:*** Bachelor's/University degree or equivalent experience in Computer Science, Engineering, or a related quantitative field.------------------------------------------------------**Job Family Group:**Decision Management------------------------------------------------------**Job Family:**Specialized Analytics (Data Science/Computational Statistics)------------------------------------------------------**Time Type:**------------------------------------------------------**Most Relevant Skills**Please see the requirements listed above.------------------------------------------------------**Other Relevant Skills**For complementary skills, please see above and/or contact the recruiter.------------------------------------------------------*Citi is an equal opportunity employer, and qualified candidates will receive consideration without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, status as a protected veteran, or any other characteristic protected by law.**If you are a person with a disability and need a reasonable accommodation to use our search tools and/or apply for a career opportunity review* *.* *View Citi’s and the poster.*