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Form of workStaff Machine Learning Engineer at JPMC / Aumni, our Document Understanding team is tasked with researching and implementing innovative solutions supporting scalable business cases for digital private markets and the venture capital ecosystem. We are hiring for a highly motivated Staff Machine Learning Engineer to join the Document Understanding team; you design and build mission-critical infrastructure to accelerate, enhance, and extend document ingestion workflows. Your primary task will be to build the OpenSearch database that will interface with processes and techniques such as Retrieval Augmented Generation (RAG) for Large Language Models (LLMs).
An ideal candidate for this position will have a strong understanding of Python and OpenSearch for effective search, performance tuning, and cost management. 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 design, implement, and monitor robust database solutions predicated on OpenSearch
- Design, write, and deploy well-crafted and well-tested Python in support of Machine Learning products and tools across the company
- Manage individual project priorities, deadlines and deliverables
- Practice disciplined software engineering (e.g. automated testing, code reviews, and writing beautiful, pragmatic code)
Required qualifications, capabilities, and skills:
Required: 7+ years hands-on Python development experience or 5+ years with Advanced Degree (STEM field) in the scientific Python ecosystem (scipy, numpy, pandas, scikit-learn)
- Required: Advanced knowledge of SQL and NoSQL (OpenSearch, Elasticsearch, and / or Apache Lucene) with Git, containerization, and CI / CD
- Required: Advanced knowledge of the MLOps practice with experience in time-series data engineering, data quality, and monitoring
- Required: Excellent written and verbal communication skills along with the ability to work well in cross functional teams, passion for continuing education, and ability to consider new technologies without bias
- Required: A flexible attitude and willing to work with a range of technologies and languages with an open mind and without bias
- Preferred: Intermediate knowledge of graph databases (ontologies, SPARQL, Neo4J, TigerGraph)
- Preferred: Domain knowledge in digital private markets, venture capital, or financial services
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
Base Pay/Salary
New York,NY $147,250.00 - $260,000.00 / year; Jersey City,NJ $147,250.00 - $260,000.00 / year
