채용
Job Description:
Lead AI Engineer
Role Summary
We are seeking a technical Lead AI Engineer to lead the design, development, and implementation of cutting-edge generative AI solutions. This lead role is a unique blend of high-level architectural strategy and hands-on engineering. You will be the driving force behind our generative AI initiatives, shaping the future of our products and services by harnessing the power of Large Language Models (LLMs) and other generative technologies.
Responsibilities
- Architectural Leadership: Design and architect end-to-end generative AI solutions, from proof-of-concept to production, ensuring scalability, performance, and reliability.
- Technical Strategy: Develop and maintain a comprehensive strategic roadmap for generative AI adoption, evaluating new models, techniques, and platforms to keep our capabilities at the forefront of the industry.
- Solution Development: Lead the hands-on development of complex AI systems, including Retrieval-Augmented Generation (RAG) pipelines, autonomous AI agents, fine-tuning workflows, and custom model integrations.
- Best Practices & Standards: Establish and govern best practices for the full AI development lifecycle, including prompt engineering, model evaluation, MLOps, and data management.
- Cross-Functional Partnership: Collaborate closely with multiple management teams and business units to identify high-impact use cases and ensure the successful integration of AI solutions to meet business goals.
- Mentorship & Guidance: Serve as a senior advisor and coach to other engineers and analysts, fostering a culture of innovation and technical excellence. Allocate work and provide technical direction to the team.
- Risk & Compliance: Appropriately assess risk when business decisions are made, demonstrating consideration for the firm's reputation and safeguarding its clients and assets. Drive compliance with all applicable laws, rules, and regulations, particularly those related to AI ethics, data privacy, and model bias.
- Innovation and Research: Stay abreast of the latest advancements in generative AI research, and translate state-of-the-art developments into practical, innovative solutions.
Qualifications
- Experience: Extensive experience in designing and building AI/ML solutions, with a significant focus on generative AI and Large Language Models (LLMs).
- Gen AI Expertise: Deep understanding of modern AI architectures and techniques, including Retrieval-Augmented Generation (RAG), fine-tuning, function calling, and AI agentic workflows.
- Programming Proficiency: Expert-level skills in Python and extensive experience with core AI/ML libraries such as Py Torch, Tensor Flow.
- System Design: Proven ability to architect and develop large-scale, distributed, multi-tier applications. Strong knowledge of microservices, API design, and system integration.
- MLOps: Solid understanding of MLOps principles and experience with tools for model versioning, deployment, monitoring, and lifecycle management.
- Leadership: Demonstrated experience serving as a technical lead, architect, or principal engineer, with a track record of mentoring team members and driving projects to completion.
Good to Have Skills
- Vector Databases: Experience with vector databases and search technologies (e.g., Pinecone, Milvus, ChromaDB, Elasticsearch).
- Data Engineering: Familiarity with data pipeline development (ETL/ELT) and big data frameworks like Apache Spark or Kafka.
- Containerization: Experience with containerization and orchestration technologies such as Docker and Kubernetes for deploying and scaling AI services.
- Performance Optimization: Knowledge of distributed caching solutions (e.g., Redis, Hazelcast) and building highly performant, low-latency systems.
Job Family Group:
Technology
Job Family:
Applications Development
Time Type:
Full time
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 Accessibility at Citi.
View Citi’s EEO Policy Statement and the Know Your Rights poster.
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Citigroup 소개

Citigroup
PublicCitigroup Inc. or Citi is an American multinational investment bank and financial services company based in New York City. The company was formed in 1998 by the merger of Citicorp, the bank holding company for Citibank, and Travelers; Travelers was spun off from the company in 2002.
10,001+
직원 수
New York City
본사 위치
$86B
기업 가치
리뷰
3.7
10개 리뷰
워라밸
4.0
보상
2.8
문화
4.2
커리어
3.5
경영진
3.3
68%
친구에게 추천
장점
Good work-life balance
Supportive management and colleagues
Good benefits
단점
Low/uncompetitive salary and pay
Poor management and lack of direction
Heavy workload and long hours
연봉 정보
38개 데이터
Mid/L4
Senior/L5
Mid/L4 · BUSINESS ANALYTICS SENIOR ANALYST
3개 리포트
$117,000
총 연봉
기본급
$120,800
주식
-
보너스
-
$117,000
$117,000
면접 경험
3개 면접
난이도
3.3
/ 5
소요 기간
14-28주
경험
긍정 0%
보통 33%
부정 67%
면접 과정
1
Application Review
2
HR Screen
3
Technical Assessment
4
Hiring Manager Interview
5
Final Round Interview
6
Offer Decision
자주 나오는 질문
Technical Knowledge
Behavioral/STAR
Past Experience
Problem Solving
Culture Fit
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