Software Engineer III - Machine Learning
Location
Bournemouth, Dorset | United Kingdom
Job description
Software Engineer III - Machine Learning
- JPMorgan Chase Bank, N.A
- Chaseside, Bournemouth, Dorset BH7 7DA, UK
- 14/02/2024
Full timeMachine Learning Business Intelligence Software Engineering Data Warehouse
Job Description
We have an exciting and rewarding opportunity for you to take your software engineering career to the next level.
As a Software Engineer III at JPMorgan Chase within the Corporate Investment Bank Payment Technology, you serve as a seasoned member of an agile team to design and deliver trusted market-leading technology products in a secure, stable, and scalable way. You are responsible for carrying out critical technology solutions across multiple technical areas within various business functions in support of the firm’s business objectives.
Job responsibilities
- Executes software solutions, design, development, and technical troubleshooting with ability to think beyond routine or conventional approaches to build solutions or break down technical problems
- Design data pipeline & engineering infrastructure to support ML systems at scale
- Take Offline models that data scientists build and run them in production systems by working closely with ML Data Engineers
- Identify and evaluate new tech stacks to improve performance, maintainability, and reliability of ML systems
- Apply software engineering rigor and best practices to ML including CI/CD , automation, etc..
- Support Model development, with an emphasis on auditability, versioning, and data security
- Facilitate development & deployment of PoCs
- Collaborate with multiple stakeholders
- ML DevOps Engineer Requirements & Skills
- Adds to team culture of diversity, equity, inclusion, and respect
Required qualifications, capabilities, and skills
- Proven ML engineering experience with strong hands on Python knowledge
- Experience working with cloud computing and database environment
- Experience developing and maintaining ML systems built with Open source tools
- Familiarity with one or more data oriented workflow orchestration frameworks -like kubeFlow, Airflow etc..
- Ability to translate business needs to technical requirements
- Exposure to ML methodologies and best practices
- Expert level experience in ML SDLC , developing and productionizing Python Applications
- Hands on experience in AWS apps such EMR, Sage Maker , Cloud Watch, S3 Data Lake etc ((this is a must)
- Must have strong knowledge in CI/CD pipelines and tools such as Jenkins, Spinnaker, Bitbucket, Splunk, CloudWatch, Grafana, Dynatrace, Terraform etc.
- Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)
- Demonstrate advanced knowledge of application, data, and infrastructure architecture disciplines
Preferred qualifications, capabilities, and skills
- Familiarity with modern front-end technologies
- Exposure to cloud technologies
ABOUT USJ.P. Morgan is a global leader in financial services, providing strategic advice and products to the world’s most prominent corporations, governments, wealthy individuals and institutional investors. Our first-class business in a first-class way approach to serving clients drives everything we do. We strive to build trusted, long-term partnerships to help our clients achieve their business objectives.
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. 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.
ABOUT THE TEAM
The Corporate & Investment Bank is a global leader across investment banking, wholesale payments, markets and securities services. The world’s most important corporations, governments and institutions entrust us with their business in more than 100 countries. We provide strategic advice, raise capital, manage risk and extend liquidity in markets around the world.
About JPMorgan Chase Bank, N.A
In a fast-moving and increasingly complex global economy, our success depends on how faithfully we adhere to our core principles: delivering exceptional client service; acting with integrity and responsibility; and supporting the growth of our employees
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