Description
:
ML Solutions team is seeking a highly skilled and experienced AI/ML Engineer with a strong background in developing and deploying AI/ML models and Gen AI based solutions.
In this hands-on role, you will be responsible for taking AI models from concept to production, utilizing traditional AI, generative AI and Large Language Models.
You will collaborate closely with business partners and stakeholders to introduce and embrace these advanced technologies, elevating client experiences, delivering value to our customers, and ensuring regulatory compliance through cutting-edge technology solutions.
Key Responsibilities:
Hands-On Execution and Delivery: Lead by example and actively contribute to the development and delivery of AI solutions, driving innovation and excellence within the team.
Take a hands-on approach to ensure AI models are successfully deployed into production environments, meeting high-quality standards and performance benchmarks.Quality Control: Ensure the quality and performance of generative AI models, conducting rigorous testing and evaluation.Research and Development: Lead and participate in research activities to explore and advance state-of-the-art generative AI techniques.
Stay actively engaged in monitoring ongoing research efforts, keeping abreast of emerging trends, and ensuring that the Generative AI team remains at the forefront of the field.Cross-Functional Collaboration: Collaborate effectively with various teams, including product managers, engineers, and data scientists, to integrate AI technologies into products and services.Stakeholder Engagement: Work closely with business stakeholders across the bank to drive the adoption of generative AI and Large Language Models, identifying opportunities for innovation and value creation.Regulatory Compliance: Ensure that AI initiatives meet regulatory requirements while pushing the boundaries of technology innovation.Strategy Implementation: Support execution of the strategy for generative AI research and development, aligning it with the bank's overarching goals and objectivesEngineering Excellence & Best Practices:
Drive the adoption of modern engineering ways of working, including Agile, DevOps, and CI/CD.Advocate for automated testing, infrastructure as code, and continuous monitoring to enhance software reliability.Apply Behavior-Driven Development (BDD), Test-Driven Development (TDD), and unit testing to ensure code quality and functionality.Conduct thorough code reviews, ensuring adherence to best practices in readability, performance, and security.Implement and enforce secure coding practices, performing vulnerability assessments and ensuring compliance with security standards.Collaborate effectively in agile environments, embracing DevOps principles and fostering a culture of continuous delivery and improvement.Skills & Qualifications:
Strong hands-on experience in Machine Learning, delivering complex solutions to production.Experience with Generative AI technologies essential.Domain knowledge of AI based automation in Financial system particularly in Post trade processing.In-depth knowledge of deep learning and Generative AI frameworks such as TensorFlow, PyTorch, Langchain.Experience with and other open-source frameworks/ libraries/ APIs like Hugging Face Transformers, Spacy, Pandas.Proficiency in Python Software Development, following Object-Oriented design patterns and best practices.Experience with evaluation, scoring with framework like ML FlowExperience of Docker container and edited a Docker file, experience with K8s is a plus.Experience with Postgres and Vector DBs a plus.Excellent problem-solving skills and the ability to think creatively.Strong communication and collaboration skills, with the ability to work effectively with cross-functional teams.Bachelor’s/Master’s degree or equivalent experience in Computer Science, Data Science, Statistics, or a related field.------------------------------------------------------
Job Family Group:
Technology
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Job Family:
Applications Development
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Time Type:
Full time
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Primary Location:
Tampa Florida United States
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Primary Location Full Time Salary Range:
$96, - $145,
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 Available offerings may vary by jurisdiction, job level, and date of hire.
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Most Relevant Skills
Please see the requirements listed above.
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Other Relevant Skills
For complementary skills, please see above and/or contact the recruiter.
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Anticipated Posting Close Date:
Oct 16, 2025
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