Citi

Senior Data Scientist - VP - C13 - Pune

Pune, India
TensorFlow Pandas Kafka Machine Learning Python Java PyTorch SQL Kubernetes
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Description

The Applications Development Senior Manager is a senior management level position responsible for accomplishing results through the management of a team or department in an effort to establish and implement new or revised application systems and programs in coordination with the Technology team. The overall objective of this role is to drive applications systems analysis and programming activities.

We are seeking a highly skilled and experienced Data Science Lead to join our team.  The ideal candidate will have 7+ years of hands-on experience in data science and machine learning, with a proven track record of delivering impactful insights and solutions in a corporate setting.  The ideal candidate will have an entrepreneurial outlook and be willing to take chances to drive innovation.

You will be joining us right at the beginning of our journey. As a senior member of the team, you will be actively coding, designing, and deploying the solution. As such, we need an innovative, opinionated, and creative leader who have previous real-world experience.

Responsibilities:

  • Manage one or more Applications Development teams in an effort to accomplish established goals as well as conduct personnel duties for team (e.g. performance evaluations, hiring and disciplinary actions)
  • Utilize in-depth knowledge and skills across multiple Applications Development areas to provide technical oversight across systems and applications
  • Review and analyze proposed technical solutions for projects
  • Contribute to formulation of strategies for applications development and other functional areas
  • Develop comprehensive knowledge of how areas of business integrate to accomplish business goals
  • Provide evaluative judgment based on analysis of factual data in complicated and unique situations
  • Impact the Applications Development area through monitoring delivery of end results, participate in budget management, and handling day-to-day staff management issues, including resource management and allocation of work within the team/project
  • Ensure essential procedures are followed and contribute to defining standards negotiating with external parties when necessary
  • 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, as well as effectively supervise the activity of others and create accountability with those who fail to maintain these standards.


Qualifications:

  • 6-10 years of relevant experience in the Financial Service industry
  • Experience as Applications Development Manager
  • Experience as senior level in an Applications Development role
  • Stakeholder and people management experience
  • Demonstrated leadership skills
  • Proven project management skills
  • Basic knowledge of industry practices and standards
  • Consistently demonstrates clear and concise written and verbal communication

Responsibilities

·       Lead end-to-end data science projects, from problem formulation to model deployment.

·       Collaborate closely with cross-functional teams, including technology and business stakeholders to define project requirements and deliverables.

·       Apply advanced statistical and machine learning techniques to analyze large, complex datasets and extract actionable insights.

·       Integrate generative LLM techniques.  This could include chat, Retrieval Augmented Generation, and automated scenario simulation and optimization.

·       Develop predictive models, algorithms, and data-driven solutions to optimize business process, improve process transparency, and drive strategic decision-making.

·       Design and conduct experiments, tests, and casual inference analysis to evaluate the effectiveness of interventions and initiatives.

·       Mentor and coach team members, providing guidance on best practices, methodologies, and tools in data science and machine learning.

·       Stay-up-to-date with the latest developments in data science, machine learning, and related fields, and evaluate emerging technologies for potential adoption.

·       Strong architecture skills – as this is a new application, we are looking for a leader who can conceptualize what needs to be built and then participate in the actual build.

What we’ll need from you:

·       08 to 15 years of relevant experience

·       3-5 years of experience with graph databases (Neo4J and Cypher would be a big plus

·       7+ years of professional experience in data science, with strong foundation in statistical analysis, machine learning, and data visualization

·       Proficiency in programing languages such as Python and Java and familiarity with libraries/frameworks such as TensorFlow, PyTorch, scikit-learn, Scipy, Pandas, etc

·       Solid understanding of experimental design, hypothesis testing, and casual inference methods

 ·  Hands on experience with LLM (commercial and open source), LangChain, LlamaIndex, Retrieval Augmented Generation, and Vector Databases

·       Experience with SQL and relational databases for data manipulation and querying

·       Excellent communication and collaboration skills, with the ability to explain complex technical concepts to non-technical stakeholders.

·       Strong problem-solving and critical-thinking abilities, with a demonstrated ability to tackle open-ended problems and drive projects to completion.

·       Advanced experience in pattern recognition and predictive modeling.

·       Knowledge of software engineering best practices, including version control, agile SDLC, testing and deployment pipelines

·       Good Knowledge of Kubernetes, Kafka, REST-ful design would be a plus.

·       Development experience of at least one public cloud provider would be a plus.

·       Financial industry experience would be a plus


Education:

  • Bachelor’s degree/University degree or equivalent experience
  • Master’s degree preferred


This job description provides a high-level review of the types of work performed. Other job-related duties may be assigned as required.

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Job Family Group:

Technology

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Job Family:

Applications Development

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Time Type:

Full time

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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.

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