
Global investment banking and financial services
AI ML Engineer
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
PublicCitigroup 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
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