Applied AI ML Director Machine Learning Center of Excellence

JPMorgan Chase; New York (NY); On-site; USD 200,000 - 325,000; Full time

Job summary

An established industry player is seeking a talented individual to join their Chief Data & Analytics Office. This role offers the chance to tackle complex challenges using cutting-edge machine learning and artificial intelligence technologies. You will research and develop innovative solutions that enhance decision-making and productivity across the organization. With a commitment to data integrity and security, this position allows you to make a significant impact in a collaborative environment. If you are passionate about transforming data into actionable insights and thrive in dynamic settings, this opportunity is perfect for you.

Benefits

Comprehensive health care coverage

On-site health and wellness centers

Retirement savings plan

Backup childcare

Tuition reimbursement

Mental health support

Financial coaching

Qualifications

• PhD or MS with extensive experience in machine learning and NLP.
• Strong background in deep learning and big data analytics.

Responsibilities

• Research new machine learning methods and develop state-of-the-art models.
• Collaborate across teams to deploy solutions and drive initiatives.

Skills

Machine Learning

Natural Language Processing (NLP)

Deep Learning

Statistical Analysis

Data Science

Big Data

Experiment Design

Analytical Problem Solving

Education

PhD in a quantitative discipline

MS with industry/research experience

Tools

TensorFlow

PyTorch

NumPy

Scikit-Learn

Pandas

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 the unique opportunity to explore novel and complex challenges that could profoundly transform how the bank operates.

Job Responsibilities

1. Research and explore new machine learning methods through independent study, attending industry-leading conferences, experimentation and participating in our knowledge sharing community.
2. Develop state-of-the art machine learning models to solve real-world problems and apply it to tasks such as natural language processing (NLP), speech recognition and analytics, time-series predictions or recommendation systems.
3. Collaborate with multiple partner teams such as Business, Technology, Product Management, Legal, Compliance, Strategy and Business Management to deploy solutions into production.
4. Drive Firm wide initiatives by developing large-scale frameworks to accelerate the application of machine learning models across different areas of the business.

Required Qualifications, Capabilities, and Skills

1. PhD in a quantitative discipline, e.g. Computer Science, Electrical Engineering, Mathematics, Operations Research, Optimization, or Data Science Or an MS with at least 7 years of industry or research experience in the field.
2. Solid background in NLP or speech recognition and analytics, personalization/recommendation and hands-on experience and solid understanding of machine learning and deep learning methods.
3. Extensive experience with machine learning and deep learning toolkits (e.g.: TensorFlow, PyTorch, NumPy, Scikit-Learn, Pandas).
4. Ability to design experiments and training frameworks, and to outline and evaluate intrinsic and extrinsic metrics for model performance aligned with business goals.
5. Experience with big data and scalable model training and solid written and spoken communication to effectively communicate technical concepts and results to both technical and business audiences.
6. Scientific thinking with the ability to invent and to work both independently and in highly collaborative team environments.
7. Curious, hardworking and detail-oriented, and motivated by complex analytical problems.

Preferred Qualifications, Capabilities, and Skills

1. Strong background in Mathematics and Statistics and familiarity with the financial services industries and continuous integration models and unit test development.
2. Knowledge in search/ranking, Reinforcement Learning or Meta Learning.
3. Experience with A/B experimentation and data/metric-driven product development, cloud-native deployment in a large scale distributed environment and ability to develop and debug production-quality code.
4. Published research in areas of Machine Learning, Deep Learning or Reinforcement Learning at a major conference or journal.

JPMorganChase, 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. Those in eligible roles may receive commission-based pay and/or discretionary incentive compensation, paid in the form of cash and/or forfeitable equity, awarded in recognition of 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 & Co. is an Equal Opportunity Employer, including Disability/Veterans.

Base Pay/Salary: New York, NY $200,000.00 - $325,000.00 / year