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Fraud Ops Gen AI C12 - Bangalore

Citigroup

Fraud Ops Gen AI C12 - Bangalore

Citigroup

BANGALORE, Karnātaka, India

·

On-site

·

Full-time

·

3w ago

Evaluates moderately complex and variable issues with substantial potential impact, where development of an approach/taking of an action involves weighing various alternatives and balancing potentially conflicting situations using multiple sources of information. Design, Develop and deploy generative models (e.g., GPT, GAN, VAEs) for various applications. RAG Frameworks - Able to customize and fine-tune existing RAG frameworks or design new RAG to meet project requirements. Collaborate with cross-functional team to understand business requirements and translate them into AI solutions. Conduct research to advance the state-of-the art in generative modeling and stay up to date with latest advancements in the field. Optimize and fine-tune models for performance, scalability, and robustness. Implement and maintain AI pipelines and infrastructure to support model training and deployment. Perform data analysis and preprocessing to ensure high-quality input for model training. Implement and maintain AI pipelines and infrastructure to support model training and deployment. Involved in coaching and training of new recruits. Significant impact in terms of project size, geography, etc. by influencing decisions through advice, counsel and/or facilitating services to others in area of specialization. Work and performance of all teams in the area are directly affected by the performance of the individual. Bachelor's or Master's degree in computer science, Data Science, Machine Learning, or a related field. A Ph.D. is a plus. 8+ years of experience in machine learning and deep learning, with a focus on generative models. Strong proficiency in Python and deep learning frameworks such as TensorFlow, PyTorch, or Keras. Experience with natural language processing (NLP) and natural language generation (NLG). Proven track record of building and deploying generative models in production environments particularly using RAG frameworks. Solid understanding of machine learning algorithms, data structures, and software engineering principles. Excellent problem-solving skills and the ability to work independently and as part of a team. Strong communication skills, with the ability to explain complex technical concepts to non-technical stakeholders. Bachelors/Masters Degree or equivalent experience ------------------------------------------------------ For complementary skills, please see above and/or contact the recruiter. ------------------------------------------------------

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About Citigroup

Citigroup

Citigroup

Public

Citigroup 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+

Employees

New York City

Headquarters

Reviews

3.3

4 reviews

Work Life Balance

3.0

Compensation

3.2

Culture

2.8

Career

2.5

Management

2.7

35%

Recommend to a Friend

Pros

Compensation increases for investment banking roles

Legitimate investment banking employer

Internship opportunities available

Cons

Unclear career progression paths

Limited meaningful experience in internships

Compensation raises lower than competitors

Salary Ranges

28 data points

Mid/L4

Senior/L5

Staff/L6

Mid/L4 · Business Risk Intermediate Analyst

1 reports

$77,165

total / year

Base

$67,100

Stock

-

Bonus

-

$77,165

$77,165

Interview Experience

5 interviews

Difficulty

2.8

/ 5

Duration

14-28 weeks

Experience

Positive 0%

Neutral 40%

Negative 60%

Interview Process

1

Application Review

2

Recruiter Screen

3

Programming Assessment

4

Hiring Manager Interview

5

Panel/Superday Interviews

6

Final Decision

Common Questions

Technical Knowledge

Case Study

Behavioral/STAR

Past Experience

Culture Fit