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Machine Learning Scientist

4 months ago

San Francisco, California, United States JPMorganChase Full time

Job Description
The Chief Data & Analytics Office (CDAO) at JPMorgan Chase is responsible for accelerating the firm's data and analytics journey. This includes ensuring the quality, integrity, and security of the company's data, as well as leveraging this data to generate insights and drive decision-making. The CDAO is also responsible for developing and implementing solutions that support the firm's commercial goals by harnessing artificial intelligence and machine learning technologies to develop new products, improve productivity, and enhance risk management effectively and responsibly .
This role offers a unique opportunity to explore novel and complex challenges that could profoundly transform how the bank operates.
Machine Learning Scientist - Quant AI - Vice President
The Machine Learning Center of Excellence invites the successful candidate to apply sophisticated machine learning methods to a wide variety of complex tasks including natural language processing, speech analytics, time series, reinforcement learning and recommendation systems.
The candidate must excel in working in a highly collaborative environment together with the business, technologists and control partners to deploy solutions into production. The candidate must also have a strong passion for machine learning and invest independent time towards learning, researching and experimenting with new innovations in the field. The candidate must have solid expertise in Deep Learning with hands-on implementation experience and possess strong analytical thinking, a deep desire to learn and be highly motivated.
Job Responsibilities

  • Research, develop and productionize high performance machine learning models, quantitative models, and applications.
  • Collaborate with all of JPMorgan's lines of business and functions to deliver software solutions, making high technology and business impact.
  • Design and implement highly scalable and reliable data processing pipelines and perform analysis and insights to drive and optimize business result.

Required qualifications, capabilities, and skills

  • PhD in a quantitative discipline, e.g. Computer Science, Electrical Engineering, Mathematics, Operations Research, Optimization, or Data Science with three years of industry experience Or an MS with at least five years of industry or research experience in the field.
  • Solid programming skills with C/C++, Java, Python or other equivalent languages.
  • 2 years of experience with software development in C++ or more programming languages.
  • 2 years of experience with data structures and algorithms.
  • Deep knowledge in Machine Learning, Deep Learning, Data Mining, Information Retrieval, Statistics.
  • Experienced in one or more major machine learning frameworks: Tensorflow, Pytorch, JAX, Keras, MXNet, Scikit-Learn.
  • Experience in ETL pipelines, both batch and real-time data processing.
  • Strong analytical and critical thinking skills.
  • Self-motivation, great communication skills and team player.

Preferred qualifications, capabilities, and skills

  • Experience in computational graphs and just in time (JIT) compilation.
  • Experience in Generative AI, LLMs and AI Agents is a plus.
  • Knowledge in hardware accelerators / GPUs, manycore architecture and profiling tools.
  • Knowledge in Deep Learning frameworks backend.
  • Cloud computing: Google Cloud, Amazon Web Service, Azure, Docker, Kubernetes.
  • Experience in distributed system design and development
  • Previous experience with derivatives modelling or portfolio management is preferred

About Us
JPMorgan Chase & Co., one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.
We offer a competitive total rewards package including base salary determined based on the role, experience, skill set, and location. For those in eligible roles, we offer discretionary incentive compensation which may be awarded in recognition of firm performance and individual achievements and contributions. We also offer a range of benefits and programs to meet employee needs, based on eligibility. These benefits include comprehensive health care coverage, on-site health and wellness centers, a retirement savings plan, backup childcare, tuition reimbursement, mental health support, financial coaching and more. Additional details about total compensation and benefits will be provided during the hiring process.
We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.
JPMorgan Chase is an Equal Opportunity Employer, including Disability/Veterans
About the Team
Our professionals in our Corporate Functions cover a diverse range of areas from finance and risk to human resources and marketing. Our corporate teams are an essential part of our company, ensuring that we're setting our businesses, clients, customers and employees up for success.