Job Description

JOB DESCRIPTION:
This is a lead technology hands-on role in AI/ML space in a fast-paced delivery organization supporting regulatory compliance. This position is part of AML Global Technology team and will work closely with data scientists, ML professionals, project managers, architecture teams and other stakeholders. The individual will be responsible to lead the development of the AI technology roadmap, lead the junior resources for end to end life cycle encompassing design, development and deployment of ML based solutions at an enterprise scale to support busines use cases.
RESPONSIBILITIES:

• Lead the initiative providing end-to-end solution, starting from understanding the requirements, creating research proposals, implementation of the research by exploring different methods and algorithms, documenting and presenting results.
• Use analytical and statistical methods, programming and data modeling to analyze large amounts of data and come up with actionable insights
• Generate and test hypotheses, designing experiments to answer targeted questions of advanced complexity
• Documents projects including business objectives, data gathering and processes, leading approaches, final algorithm, and detailed set of results and analytical metrics
• Work with data scientists, ML engineers, business stakeholders and other technology teams to ensure quality solution is delivered at enterprise scale
• Provide thought leadership by researching standard methodologies in AI/ML, collaborating and contribute actively on the standards and best practices
• Contribute to the team in various aspects – knowledge sharing, guidance to more junior members, contribute to shared code library, establish best practices and methodologies.
• Lead the team, take ownership and have end to end responsibility from planning stage to presenting results
• Liaise with Global stakeholders and effectively communicate to be influential within Global AML Landscape.

QUALIFICATIONS:

• 10-14 years of total working experience in development with atleast 5+ years of relevant experience in ML projects
• At least 5 years of hands on data science experience in using data analytics, visualization, statistical programming and data mining for problem-solving. Domain knowledge and experience in Banking a plus
• Proven experience in running end-to-end research POCs from ideas to customer impact solutions including the design, execution, analysis and conclusions of your research, methodologies and outcomes.
• Excellent understanding of data science, machine learning techniques, algorithms and toolkits to develop scalable solutions for production.
• Applied quantitative and statistics skills, such as statistical analysis, distributions, multivariate testing, regression, classification and optimization algorithms etc. to design tests, interpret and explain results
• Familiar with MLOps tools like MLflow or Kubeflow, deep learning frameworks like Tensorflow or Pytorch
• Knowledge in big data systems (Hadoop, Spark, Hive)
• Working experiencein Dataiku is an advantage

OTHER SKILLS:

• Excellent communication skills, ability to explain complex technical concepts and analysis implications to varied audiences.
• Ability to translate business objectives into actionable analysis.
• Proven ability to work with teams that are geographically separated
• Should be a self-starter with a high level of initiative.
• Experience in leading a team of resources as needed.
• Should be able to lead end-to-end project including development, requirement gathering and stakeholder management.
• Willingness to work late in the evening India time on need basis in order to interact with US onshore team.

EDUCATION:
Degree in Machine Learning, Computer Science or relevant qualifications suitable for this role. - Job Family Group: Technology - Job Family: Applications Development - Time Type: Full time - Citi is an equal opportunity and affirmative action employer. Qualified applicants will receive consideration without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran. Citigroup Inc. and its subsidiaries ("Citi”) invite all qualified interested applicants to apply for career opportunities. 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 the "EEO is the Law" poster. View the EEO is the Law Supplement. View the EEO Policy Statement. View the Pay Transparency Posting