Citigroup, Inc

Lead Generative AI Engineer, VP

Citigroup, Inc$125K — $188K *
Finance & Insurance
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Deep understanding of LLM architectures and vector databases (Pinecone, Milvus, Chroma).
  • Hands-on experience with Google Vertex AI and open-source models (Llama, Mistral, Gemma).
  • Proven experience in implementing AI governance frameworks and safety controls.
  • Expert-level Python programming skills, including familiarity with AI/ML libraries (PyTorch, Hugging Face).
  • Strong experience with containerization technologies (Docker, Kubernetes) and CI/CD pipelines.
  • Knowledge of financial services technology and compliance requirements.
  • Demonstrated leadership in guiding AI and automation programs from concept to production.

Responsibilities

  • Lead the development and delivery of intelligent operations solutions like chatbots and AI-assisted decision platforms.
  • Fine-tune and deploy open-source LLMs and create RAG pipelines.
  • Architect and implement AI governance frameworks and safety protocols.
  • Design scalable AI pipelines using modern programming and cloud technologies.
  • Ensure AI models comply with financial services standards for risk management and data security.

Benefits

  • Hybrid working model with flexibility for remote work.
  • Influence technical strategy with a high degree of autonomy.
  • Access to advanced AI platforms and cloud infrastructure.
  • Opportunities for continuous learning and exposure to cutting-edge AI technologies.
  • Collaborative culture valuing technical excellence and mentorship.
  • Comprehensive benefits package reflecting the role's seniority and impact.
Full Job Description
Position Overview

Citi is looking for a Lead AI/GenAI Engineer to drive the design, development, and deployment of next-generation intelligent operations and automation platforms within the AI Automation Forward Deployed Engineering (FDE) team, part of Consumer Operations Technology. In this senior hands-on role, you will build and operationalize generative AI solutions using cutting-edge open-source models

and enterprise cloud platforms, while architecting the governance frameworks needed to ensure security, compliance, and reliability at scale. Your work will directly shape how Citi applies AI to transform its operations and deliver measurable impact across the business.

Key Responsibilities
  • AI Solution Delivery: Lead the hands-on development and delivery of intelligent operations solutions, including advanced chatbots, agentic workflow automation, and AI-assisted decision platforms.
  • Model Engineering & Orchestration: Fine-tune, prompt-engineer, and deploy open-source LLMs (Llama, Mistral, Gemma, etc) and proprietary models via Google Vertex AI. Implement RAG (Retrieval-Augmented Generation) pipelines.
  • AI Governance & Guardrails: Architect and implement robust AI safety frameworks, guardrails (e.g., NeMo Guardrails, Llama Guard), and deterministic controls to prevent hallucinations, ensure data privacy, and maintain regulatory compliance.
  • Cloud-Native Architecture: Design and deploy scalable AI pipelines using Python, containerization (Docker, Kubernetes), and cloud-native architectures.
  • Financial Services Compliance: Apply deep knowledge of financial services technology to ensure AI models adhere to strict risk management, auditability, and financial data security standards.


Required Skills & Qualifications
  • AI & LLM Expertise: Deep understanding of LLM architectures, vector databases (e.g., Pinecone, Milvus, Chroma), embedding models and AI orchestration frameworks (Google ADK, LangChain etc).
  • Cloud & Tools: Hands-on experience with Google Vertex AI (or equivalent cloud AI suites) and deploying open-source models (Llama, Mistral, Gemma).
  • AI Governance & Safety: Proven experience implementing deterministic controls, semantic routing, guardrails, and bias/hallucination detection in production AI systems.
  • Programming: Expert-level Python skills, including AI/ML libraries (PyTorch, Hugging Face, Pandas, NumPy) and API development (FastAPI, Flask).
  • Infrastructure: Strong experience with containerization (Openshift,Docker, Kubernetes), CI/CD pipelines, and cloud-native application delivery.
  • Domain Knowledge: Experience in financial services technology, with an understanding of financial products, compliance requirements, and the competitive AI landscape in fintech.
  • Leadership: Demonstrated ability to lead AI and automation programs from concept to production, setting credible technical direction at a senior level.

Beneficial Skills & Qualifications
  • Experience deploying and tuning models on Google Vertex AI or equivalent enterprise-grade cloud AI platforms.
  • Familiarity with additional AI orchestration tools and emerging open-source LLM frameworks beyond core requirements.
  • A Bachelor's degree/University degree or equivalent experience. Master's degree in Computer Science, Artificial Intelligence, or a related technical discipline, preferred.

What We Offer

At Citi, you will work at the intersection of AI innovation and financial services, contributing to programs that operate at global scale and shape how intelligent technology is applied across one of the world's most complex organizations. This is an opportunity to take genuine ownership of high-impact AI delivery while continuing to grow your technical expertise in a performance-driven, collaborative environment.
  • Hybrid working model with 3 days in the office and 2 days working remotely, giving you flexibility while keeping you connected to the team.
  • Direct influence over technical strategy, with the autonomy to architect AI governance frameworks and set engineering standards across a senior-level program.
  • Access to enterprise AI platforms, open-source tooling, and cloud infrastructure at a scale few organizations can offer, enabling you to solve genuinely complex technical challenges.
  • Continuous learning and development opportunities, including exposure to cutting-edge generative AI and machine learning advancements within a global technology organization.
  • A collaborative team environment where technical excellence, peer mentorship, and delivery ownership are valued and recognized.
  • Competitive financial wellbeing and benefits package, designed to reflect the seniority and impact of this role.


Apply now to bring your AI engineering expertise to a role where your work will directly shape the future of intelligent operations within global financial services.

Job Family Group:
Technology

Job Family:
Applications Development

Time Type:
Full time

Primary Location:
Irving Texas United States

Primary Location Full Time Salary Range:
$125,760.00 - $188,640.00

In addition to salary, Citi's offerings may also include, for eligible employees, discretionary and formulaic incentive and retention awards. Citi offers competitive employee benefits, including: medical, dental & vision coverage; 401(k); life, accident, and disability insurance; and wellness programs. Citi also offers paid time off packages, including planned time off (vacation), unplanned time off (sick leave), and paid holidays. For additional information regarding Citi employee benefits, please visit citibenefits.com. Available offerings may vary by jurisdiction, job level, and date of hire.

Most Relevant Skills
Please see the requirements listed above.

Other Relevant Skills
For complementary skills, please see above and/or contact the recruiter.

Anticipated Posting Close Date:
Aug 15, 2026

About Citigroup, Inc

Citigroup is a financial services holding company that provides financial products and services. The company operates through two segments, Global Consumer Banking (GCB) and Institutional Clients Group (ICG). The GCB segment offers traditional banking services to retail customers through retail banking, commercial banking, Citi-branded cards, and Citi retail services. The ICG segment offers various banking, and financial products and services to corporate, institutional, public sector, and high-net-worth clients. This segment provides wholesale banking products and services, including fixed-income and equity sales and trading, foreign exchange, prime brokerage, derivative services, equity and fixed-income research, corporate lending, investment banking, and advisory services, private banking, cash management, trade finance, and securities services. Citi is committed to sustainability and social responsibility, and the company invests in initiatives that promote economic progress.

Citigroup, Inc Careers

Join the vibrant team at Citigroup, Inc, a leading global bank, and propel your career into the future. Citigroup offers a plethora of job opportunities that span across various fields and expertise, making it an ideal place for ambitious professionals to thrive.

Work You’ll Do

At Citigroup, Inc, you will engage in exciting work that matters. Join our team to help innovate and drive transformation in the banking industry. With Citigroup, you can lead initiatives that redefine how banking works and how financial services can empower people globally.

Innovate and Lead

Citigroup, Inc is at the forefront of financial innovation and leadership. By joining our team, you will work alongside top professionals to develop solutions that enhance customer experiences and operational efficiency. Our commitment to innovation is fundamental, and we encourage our team to push boundaries and think outside the box.

Grow Your Career

Citigroup, Inc is not just a company; it's a place where you can grow both professionally and personally. We offer robust career paths and professional development opportunities that help you reach your potential. With diverse career tracks and the support of leadership, your growth at Citigroup is limitless.

Diversity and Inclusion

We believe our strength comes from the diversity of our team. Citigroup, Inc is dedicated to fostering an inclusive workplace where everyone can contribute their best work. Through diversity training and a culture that embraces differences, we create a welcoming environment for all employees.

Benefits and Culture

Citigroup, Inc values the well-being of its employees. We offer competitive benefits packages that support the health, finance, and lifestyle of our team members. Our culture is built on collaboration, respect, and a commitment to excellence. We ensure that every team member feels valued and part of our global family.

Internship and Employment Opportunities

Start your professional journey with Citigroup through our internship programs or full-time job opportunities. We are constantly hiring fresh talent and seasoned experts who bring creativity and innovation to our team. Whether you're refining your skills or ready to lead, there's a position waiting for you at Citigroup.

Networking and Professional Development

At Citigroup, Inc, networking and continuous learning are part of our DNA. We provide platforms for employees to connect with industry leaders and peers, enhancing their skills and opening up new career opportunities. Our leadership programs and professional development initiatives ensure that you are always ahead of the curve.

Join Our Team

Explore the numerous positions available at Citigroup, Inc that match your skills and interests. We are looking for passionate, curious, and solution-driven team players who are ready to make an impact.

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Citigroup, Inc is where your ambition meets opportunity. Join us and transform your career while making a global impact.
Learn more about Citigroup, Inc
Market Cap
$1.3 billion
Industry
Net Income
$89.6 million
Founded
1812
5 Year Trend
+4.6%
NASDAQ

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