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Gen AI Lead Engineer

https://www.citi.com/ Logo

Citi

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Location:
United States , Irving

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Category:
IT - Software Development

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Contract Type:
Not provided

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Salary:

125760.00 - 188640.00 USD / Year
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Job Description:

We are seeking a highly skilled and experienced AI/Generative AI Engineer to join our innovative team. The ideal candidate will possess a strong foundation in machine learning and data science, coupled with deep hands-on expertise in building, deploying, and scaling cutting-edge Generative AI solutions. This role requires a critical understanding of LLM architectures, RAG pipelines, and MLOps best practices, along with robust programming skills and experience with modern cloud-native deployment strategies.

Job Responsibility:

  • Partner with multiple management teams to ensure appropriate integration of functions to meet goals as well as identify and define necessary system enhancements to deploy new products and process improvements
  • Resolve variety of high impact problems/projects through in-depth evaluation of complex business processes, system processes, and industry standards
  • Provide expertise in area and advanced knowledge of applications programming and ensure application design adheres to the overall architecture blueprint
  • Utilize advanced knowledge of system flow and develop standards for coding, testing, debugging, and implementation
  • Develop comprehensive knowledge of how areas of business, such as architecture and infrastructure, integrate to accomplish business goals
  • Provide in-depth analysis with interpretive thinking to define issues and develop innovative solutions
  • Serve as advisor or coach to mid-level developers and analysts, allocating work as necessary
  • Appropriately assess risk when business decisions are made, demonstrating particular consideration for the firm's reputation and safeguarding Citigroup, its clients and assets, by driving compliance with applicable laws, rules and regulations, adhering to Policy, applying sound ethical judgment regarding personal behavior, conduct and business practices, and escalating, managing and reporting control issues with transparency

Requirements:

  • 6-10 years of relevant experience in Apps Development or systems analysis role
  • Strong foundational knowledge in Machine Learning (ML modeling), Data Science, Statistics, and AI fundamentals, including Natural Language Processing (NLP), Neural Networks, and Large Language Models (LLMs)
  • Extensive hands-on experience with leading LLMs such as Google Gemini, OpenAI models, Anthropic Claude, Mistral, Llama, and various other open-source LLMs
  • Deep working knowledge and hands-on experience with Retrieval-Augmented Generation (RAG) pipelines, including advanced RAG techniques and their detailed implementation
  • Proven ability to build, tune, and deploy LLM-based applications using platforms like Vertex AI, Hugging Face, etc
  • Expertise in developing robust prompt engineering strategies, prompt tuning, and creating reusable prompt templates
  • Hands-on experience with agentic framework-based use case implementation
  • Working knowledge of Guardrails and methodologies for assessing the performance and safety of GenAI features
  • Strong programming proficiency in Python, including extensive experience with libraries such as Pandas, NumPy, scikit-learn, PyTorch, TensorFlow, Transformers, FastAPI, Seaborn, LangChain, and LlamaIndex
  • Proficiency in integrating generative AI with enterprise applications using APIs, knowledge graphs, and orchestration tools
  • Hands-on experience with various vector databases (e.g., PG Vector, Pinecone, Mongo Atlas, Neo4j) for efficient data storage and retrieval
  • Experience in dealing with large amounts of unstructured data and designing solutions for high-throughput processing
  • Hands-on experience deploying GenAI-based models to production environments
  • Strong understanding and practical experience with MLOps principles, model evaluation, and establishing robust deployment pipelines
  • Strong expertise in CI/CD principles and tools (e.g., Jenkins, GitLab CI, Azure DevOps, ArgoCD) for automated builds, testing, and deployments
  • Proven experience with container orchestration platforms like OpenShift or Kubernetes for deploying, managing, and scaling containerized applications in a cloud-native environment
  • Strong problem-solving abilities, excellent collaboration skills for working effectively with cross-functional teams, and the capability to work independently on complex, ambiguous problems
  • Bachelor’s degree/University degree or equivalent experience
  • Master’s degree preferred
What we offer:
  • medical, dental & vision coverage
  • 401(k)
  • life, accident, and disability insurance
  • wellness programs
  • paid time off packages, including planned time off (vacation), unplanned time off (sick leave), and paid holidays
  • discretionary and formulaic incentive and retention awards

Additional Information:

Job Posted:
February 16, 2026

Expiration:
March 01, 2026

Employment Type:
Fulltime
Work Type:
Hybrid work
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