About the role
Seeking an experienced AI/ML Engineer to build sophisticated AI agents and predictive analytics tools. The role involves leveraging AI frameworks to create practical, high-impact solutions. You will focus on architecting intelligent systems that solve complex business challenges, moving beyond model creation. This is an opportunity for a skilled engineer to innovate at the forefront of applied artificial intelligence.
Responsibilities:
- The ideal candidate will specialize in the design, development, and deployment of sophisticated AI-powered tools and autonomous agents. This role is focused on leveraging state-of-the-art machine learning models and frameworks to build practical, high-impact solutions, including predictive analytics platforms and intelligent automation systems. This is a pivotal role for an engineer who is passionate about applying cutting-edge AI to solve complex business challenges, moving beyond model creation to architecting intelligent, agent-based systems.
- Architect, build, and deploy robust, scalable AI agents and tools using frameworks like LangChain, LlamaIndex, and others. Your focus will be on creating systems that can reason, act, and automate complex workflows.
- Integrate pre-trained Large Language Models (LLMs) and other foundational models into cohesive, end-to-end applications. Develop and optimize data ingestion and processing pipelines for these systems.
- Collaborate with product owners, data scientists, and business stakeholders to define requirements, scope projects, and deliver AI solutions that meet strategic objectives.
- Consult with users, clients, and other technology groups on issues, and recommend programming solutions, install, and support customer exposure systems
- Apply fundamental knowledge of programming languages for design specifications.
- Analyze applications to identify vulnerabilities and security issues, as well as conduct testing and debugging
- Serve as a subject matter expert in the practical application of various AI/ML frameworks. Evaluate, select, and optimize the right tools and techniques for specific use cases.
- Resolve issues by identifying and selecting solutions through the applications of acquired technical experience and guided by precedents
- Has the ability to operate with a limited level of direct supervision.
- Can exercise independence of judgement and autonomy.
- 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.
Qualifications:
- 2-6 years of relevant experience in the Financial Service industry
- AI Frameworks: Hands-on, practical experience with modern AI development frameworks such as LangChain, LlamaIndex, or similar agent-based and orchestration tools.
- Python Expertise: Advanced proficiency in Python and its ecosystem of libraries for data science and machine learning (e.g., Pandas, NumPy, Scikit-learn).
- Consistently demonstrates clear and concise written and verbal communication
- Exceptional problem-solving skills with the ability to design effective, scalable solutions for complex and often ambiguous problems.
- Ability to work under pressure and manage deadlines or unexpected changes in expectations or requirements
Education:
- Education: Bachelor’s or Master’s degree in Computer Science, Engineering, Artificial Intelligence, or a related technical discipline.
This job description provides a high-level review of the types of work performed. Other job-related duties may be assigned as required.
- Experience with vector databases and search technologies (e.g., Pinecone, Chroma, FAISS, Elasticsearch).
- A portfolio of projects (e.g., on GitHub) demonstrating the construction of AI agents, tools, or complex application workflows.
- Experience building and consuming APIs (REST, gRPC).
- Familiarity with data engineering and building scalable data pipelines.
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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.
Aplyr's read
Citigroup is a global financial services leader offering diverse roles, attracting professionals in finance, technology, and operations seeking international exposure and advancement.
What's promising
- •Citigroup's global presence offers employees opportunities for international career advancement.
- •The company invests heavily in technology, providing roles for tech-savvy professionals.
- •Citigroup's diverse services allow for career growth across multiple financial sectors.
What to watch
- •Citigroup has faced regulatory challenges impacting its operations and reputation.
- •The company's size can lead to bureaucratic processes that slow decision-making.
- •Citigroup's restructuring efforts may create uncertainty in job stability.
Why Citigroup
- •Citigroup's extensive global network differentiates it from many competitors.
- •The firm's commitment to innovation is evident in its technology-driven roles.
- •Citigroup offers specialized roles requiring language skills, such as Japanese-speaking positions.
Aplyr’s read is generated by AI from public sources. Was it useful?
About Citigroup
Citi, also known as Citigroup Inc., is a global financial services corporation that provides a wide range of financial products and services to consumers, corporations, governments, and institutions.
