Data Scientist

Job Description
DESCRIPTION:
Duties: Research and develop cutting edge natural language (NLP) processing personalization models to enhance the firm's business application capabilities. Develop robust software solutions in Go and Python, including comprehensive unit test cases and seamless end-to-end API integration. Use CICD deployment tooling such as Kubernetes, Docker, Jenkins to customize, configure and deploy full-stack machine learning (ML) applications into production. Proficiently work in cloud environments (namely AWS and Azure) to deploy various components of the application into the cloud stack, more specifically, S3 and RDS for cloud storage, OpenSearch for embeddings and text search, AWS EKS, ECS and Lambda for compute. Evaluate and recommend third-party AI/ML vendors that may benefit the firm. Stay at the forefront of the modern Machine Learning landscape by attending conferences, reading leading publications, and presenting insights internally. Document and reproduce third party research and investigate feasibility of adoption into the firm. Closely collaborate with business and product management teams to gather requirements, produce strategic roadmaps, implement projects within timelines and organize effective product demos to highlight team's progress and new capabilities. Collaborate with internal AI research and Center of Excellence ML team in joint ventures. Independently direct large-scale machine learning projects, ensuring high-quality outcomes and alignment with business goals.
QUALIFICATIONS:
Minimum education and experience required: Master's degree in Data Science, Computer Science, or related field of study plus 5 years of experience in the job offered or as a Data Scientist, Machine Learning Engineering, Software Engineer, BI Developer, or related occupation. The employer will alternatively accept a PhD in Data Science, Computer Science, or related field of study plus 3 years of experience in the job offered or as a Data Scientist, Machine Learning Engineering, Software Engineer, BI Developer, or related occupation.
Skills Required: This position requires experience with the following: AI and ML competencies including Natural Language Processing; end-to-end lifecycle development of ML models using MLOps and LLMOps framework; working with language models prompting and parameter-efficient fine tuning; working in domain- optimized ranking models; working with machine learning model performance analysis using metrics including ROUGE and BERTscore; prompting and parameter-efficient fine tuning of Language Models; Programming Languages including Go and Python; Working in modern Python libraries including Polars, PyTorch, and Asyncio; Production experience with Cloud and Infrastructure deployment using AWS Cloud Services including EKS, ECS, SNS, SQS, S3, Terraform, Docker, and Kubernetes; Machine Learning model delivery using multithreading techniques and automating runtime using Airflow; Working with multi-modal LLMs that includes text and image processing; Developing AI models tailored to solving business-specific problems in the wealth management domain.
Job Location: 575 Washington Blvd., Jersey City, NJ 07310.
Full-Time. Salary: $180,100 - $210,000 per year.
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, discretionary incentive compensation which may be 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. In addition, please visit: https://careers.jpmorgan.com/us/en/about-us.
About Us
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
About the Team
J.P. Morgan Asset & Wealth Management delivers industry-leading investment management and private banking solutions. Asset Management provides individuals, advisors and institutions with strategies and expertise that span the full spectrum of asset classes through our global network of investment professionals. Wealth Management helps individuals, families and foundations take a more intentional approach to their wealth or finances to better define, focus and realize their goals.