Aumni-Vice President-Applied AI ML Lead

JPMorgan Chase
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Job Description

Aumni Applied Artificial Intelligence (AI) and machine learning (ML) lead candidate for this position will have a strong understanding of Python and OpenSearch for effective search, performance tuning, and cost management.

We are hiring for a highly motivated AI / ML Lead to join the Document Understanding team. We are building the backing infrastructure to accelerate, enhance, and extend document ingestion workflows. A strong background in the software development lifecycle along with experience in data engineering, data quality, and site reliability engineering to support production SLAs is required.

Job responsibilities:

  • Collaborate with Data Science, Product, and business stakeholders to build requirements for RAG + LLM patterns / solutions
  • Design, implement, and monitor robust database solutions
  • Design, write, and deploy well-crafted and well-tested Python in support of Machine Learning products and tools across the company
  • Work closely with Data Scientists on algorithm development and deployment of Machine Learning models in production
  • Manage individual project priorities, deadlines and deliverables
  • Practice disciplined software engineering (e.g. automated testing, code reviews, and writing beautiful, pragmatic code)
  • Actively contribute to team and company standards

Required qualifications, capabilities, and skills:

  • 7+ years hands-on Python development experience or 5+ years with Advanced Degree (STEM field)
  • Advanced knowledge of SQL and NoSQL (OpenSearch, Elasticsearch, and / or Apache Lucene)
  • Advanced knowledge of time-series data engineering, data quality, and monitoring
  • Advanced knowledge with scientific Python ecosystem (scipy, numpy, pandas, scikit-learn)
  • Advanced knowledge in Git, containerization, CI / CD
  • Excellent written and verbal communication skills along with the ability to well work in cross functional teams/ customer focus
  • Possesses a flexible attitude and is willing to work with a range of technologies and languages with an open mind and without bias
  • A constant learner, actively interested in updating skill sets and knowledge
  • Nice to have: experience with vector databases and caching techniques
  • Nice to have: experience in MLOps, serverless computing (AWS Lambda), AWS Sagemaker
  • Nice to have: understanding of learning algorithms and ML libraries like PyTorch

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 recognize that our people are our strength and the diverse talents and perspectives that 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. In accordance with applicable law, we make reasonable accommodations for applicants’ and employees’ religious practices and beliefs, as well as any mental health or physical disability needs. (If you are a US or Canadian applicant with a disability and wish to request an accommodation to complete the application process, please contact us by calling the Accessibility Line (US and Canada Only) 1-866-777-4690 and indicate the specifics of the assistance needed.)

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.

JPMorgan Chase is an Equal Opportunity Employer, including Disability/Veterans

Company Info.

JPMorgan Chase

For over 200 years, JPMorgan Chase & Co has provided innovative financial solutions for consumers, small businesses, corporations, governments and institutions around the world. Today, we're a leading global financial services firm with operations servicing clients in more than 100 countries. JPMorgan Chase & Co. is an American multinational investment bank and financial services holding company headquartered in New York City. JPMorgan Chase

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