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Citigroup
Citigroup

Global investment banking and financial services

AI ML Engineer

职能机器学习
级别中级
地点CHENNAI, Tamil Nādu, India
方式现场办公
类型全职
发布2周前
立即申请

The Applications Development Senior Supervisor is an intermediate management level position responsible for providing full leadership and direction to a team of employees 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 lead applications systems analysis and programming activities.

Responsibilities:

  • Build REST endpoints
  • Refine prompts and write Agentic code
  • Adjusting LLM Inference parameters
  • Writing and refining prompts
  • Selecting context for given LLM window size and setup
  • Debugging Agent Self-Reflection loops
  • Calling external search libraries and writing formatting code to connect prompt templates
  • Writing code in compliance with risk restrictions
  • Documenting code to ensure compliance and reusability of work
  • Write SQL queries and optimize queries for LLM context retrieval
  • Writing unit and integration tests for LLMs

Qualifications: AI ML Engineer

  • 6+ years of total experience
  • 3+ Years experience as a data scientist, or machine learning engineer (data-adjacent profession)
  • Proficient in every aspect of the data pipeline, including:
  • Data cleaning and preprocessing
  • Model Selection
  • Feature engineering
  • Model training and retraining
  • Model evaluation
  • Moving models into productions
  • Building APIs
  • Python expertise
  • Familiar with FastAPI, Flask
  • Some python library or libraries for calling LLMs (Lang Chain or similar)
  • Data manipulation libraries (Pandas, Numpy, Scipy)
  • NLPText processing and parsing library experience (Spa Cy, NLTK, Text Blob
  • Deep Learning Familiarity with model binaries and inferencing, experience with Hugging Face, Py Torch, or Tensorflow a plus
  • LLMs Able to write prompts Understanding of the fundamentals of Language Modeling
  • SQL

Education:

  • Bachelor’s degree/University degree or equivalent experience

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

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.

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关于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+

员工数

New York City

总部位置

$86B

企业估值

评价

10条评价

3.7

10条评价

工作生活平衡

3.8

薪酬

2.5

企业文化

4.0

职业发展

3.2

管理层

3.5

65%

推荐率

优点

Good work-life balance

Supportive management and colleagues

Good benefits

缺点

Low or uncompetitive salary/pay

Long hours during peak times

Poor management and lack of direction

薪资范围

48个数据点

Mid/L4

Senior/L5

Mid/L4 · BUSINESS ANALYTICS SENIOR ANALYST

3份报告

$117,000

年薪总额

基本工资

$120,800

股票

-

奖金

-

$117,000

$117,000

面试评价

3条评价

难度

3.3

/ 5

时长

14-28周

体验

正面 0%

中性 33%

负面 67%

面试流程

1

Application Review

2

Recruiter Screen

3

Technical Interview

4

Panel/Group Interview

5

Final Round

6

Offer

常见问题

Technical Knowledge

Coding/Algorithm

Behavioral/STAR

Past Experience

Culture Fit