Machine Learning Engineer
1 month ago
Job Description
The Chief Data & Analytics Office (CDAO) at JPMorgan Chase is responsible for accelerating the adoption of advanced AI/ML technologies across the firm. Bring your expertise to take part in this exciting mission, utilizing your strong and insightful technical and people skills. We look, first and foremost, for people who are passionate about solving business problems through informed strategic vision, creative innovation, and modern ML architecture & engineering practices, leveraging our purpose-built Machine Learning platforms and/or commercial AI/ML platforms and related technologies.
As a Machine Learning Engineer at JPMorgan Chase within the AI/ML Solution Engineering Group, you will be presented with numerous opportunities to utilize your extensive knowledge and expertise across all aspects of the machine learning lifecycle. Our work environment promotes collaboration, trust, and thought-provoking discussions, fostering diversity of thought and innovative solutions that serve the best interests of our global customers.
Job Responsibilities
- Design and develop machine learning systems.
- Select appropriate datasets and data representation methods to preprocess and engineer features.
- Research and implement appropriate machine learning algorithms and tools.
- Design, implement, and support tools and workflows to facilitate machine learning experiments, tests, and production deployments.
- Transform and convert data science prototypes into machine learning model deployments.
- Develop machine learning applications according to business analytical requirements.
Required qualifications, capabilities, and skills
- Bachelor's degree in computer science, information systems, or electrical engineering, or equivalent experience, with at least 3+ years of applied ML engineering experience.
- Good understanding of core algorithms, deep neural networks, and LLMs/SLMs. Experience with Azure OpenAI or similar LLM APIs would be a plus.
- Experience with NLP and the relevant frameworks and libraries is preferred.
- Knowledge of software development processes for machine learning systems with hands on experience with data/feature engineering, training, orchestration, model deployment/serving, model monitoring, and governance utilizing modern ML frameworks, libraries, and tools.
- Experience with public cloud technologies, specifically with AWS (Azure would be a plus), and automation processes and tools such as IaC, and CI/CD pipelines.
- Working experience with big data, data lakes/data mesh/lake house architectures, and ML data engineering processes, tools & techniques would be a plus.
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.
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