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职位JPMorgan Chase

Applied AI ML Lead

JPMorgan Chase

Applied AI ML Lead

JPMorgan Chase

Jersey City, NJ, United States, US

·

On-site

·

Full-time

·

3w ago

必备技能

PyTorch

Machine Learning

Join JPMorgan Chase and help shape the future of AI-driven innovation in financial services.

As Lead Applied AI ML - Data Scientist within the Commercial & Investment Bank's team, you’ll leverage your technical expertise and leadership abilities to support AI innovation. You should have deep knowledge of AI/ML and effective leadership to inspire the team, align cross-functional stakeholders, engage senior leadership, and drive business results.

Job Responsibilities

  • Lead a local applied machine learning team and collaborate across a global organization to deliver high‑impact outcomes.
  • Define technical vision, shape strategic roadmaps, and align stakeholders across product, business, and technology.
  • Translate business requirements into machine learning specifications, milestones, and agile delivery plans.
  • Design experiments, implement algorithms, validate results, and productionize scalable, trustworthy, and explainable solutions.
  • Refine model capabilities using Py Torch and scikit‑learn; apply causal inference with Do Why to quantify treatment effects and inform experimental decisions.
  • Utilize Hugging Face Transformers and Lang Chain to explore counterfactual reasoning in large language models; produce research materials, internal notes, and demos that enable stakeholder adoption.
  • Build and operate model development and operations workflows for training, deployment, monitoring, and continuous improvement.
  • Exercise sound technical judgment, anticipate bottlenecks, and balance business needs with technical constraints.
  • Mentor and coach team members, foster an inclusive culture, and grow talent.
  • Contribute to firmwide machine learning communities through publications, talks, patents, and knowledge sharing.
  • Evaluate and improve processes that enhance execution, communication, and accountability.

Required qualifications, capabilities, and skills

  • Masters with 7+ years experience or PhD with 3+ years of experience in Computer Science, Information Systems, Statistics, Mathematics, or equivalent experience.
  • Track record of managing AI/ML or software development teams.
  • Experience as a hands-on practitioner developing production AI/ML solutions.
  • Knowledge and experience in machine learning and artificial intelligence. Ability to set teams up for success in speed and quality, and design effective metrics and hypotheses.
  • Expert in at least one of the following areas: Large Language Models, Natural Language Processing, Knowledge Graph, Reinforcement Learning, Ranking and Recommendation, or Time Series Analysis.
  • Good understanding of Data structures, Algorithms, Machine Learning, Data Mining, Information Retrieval, Statistics.
  • Must have good knowledge on agentic patterns and relevant frameworks, such as Lang Chain, Lang Graph, Auto-GPT etc.
  • Strong understanding of AI implementation in software development and legacy code transformation.
  • Experience in advanced applied ML areas such as GPU optimization, finetuning, embedding models, inferencing, prompt engineering, AI evaluation, RAG (Similarity Search).
  • Demonstrated expertise in machine learning frameworks: Tensorflow, Pytorch, pyG, Keras, MXNet, Scikit-Learn.
  • Programming knowledge of python, spark; Strong grasp on vector operations using numpy, scipy etc

Preferred qualifications, capabilities and skills

  • Familiarity in AWS Cloud services such as EMR, Sagemaker etc.,
  • Strong people management and team-building skills. Ability to coach and grow talent, foster a healthy engineering culture, and attract/retain talent. Ability to build a diverse, inclusive, and high-performing team.
  • Ability to inspire collaboration among teams composed of both technical and non-technical members. Effective communication, solid negotiation skills, and strong leadership.

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关于JPMorgan Chase

JPMorgan Chase

JPMorgan Chase & Co. is an American multinational banking institution headquartered in New York City and incorporated in Delaware. It is the largest bank in the United States, and the world's largest bank by market capitalization as of 2025.

300,000+

员工数

New York City

总部位置

$500B

企业估值

评价

3.8

10条评价

工作生活平衡

3.2

薪酬

4.1

企业文化

3.8

职业发展

3.0

管理层

2.5

65%

推荐给朋友

优点

Good benefits and compensation

Supportive and collaborative environment

Flexible work arrangements

缺点

Long hours and heavy workload

Management issues and lack of direction

High stress during peak times

薪资范围

41个数据点

Junior/L3

Mid/L4

Senior/L5

Junior/L3 · Analytics Solutions Associate

1份报告

$139,000

年薪总额

基本工资

$107,000

股票

-

奖金

-

$139,000

$139,000

面试经验

5次面试

难度

3.0

/ 5

时长

14-28周

录用率

40%

体验

正面 20%

中性 80%

负面 0%

面试流程

1

Application Review

2

HireVue Video Interview

3

Recruiter Screen

4

Superday/Panel Interview

5

Final Interview

6

Offer

常见问题

Behavioral/STAR

Technical Knowledge

Culture Fit

Past Experience

Case Study