Software Engineer III -Full Stack Developer - ModelOps, MLOps
Aumni
This job is no longer accepting applications
See open jobs at Aumni.See open jobs similar to "Software Engineer III -Full Stack Developer - ModelOps, MLOps" NEXT Frontier Capital.Job Description
Join the AI/ML Data Platforms team to build products that drives MLOps, automated governance and ML data development to accelerate a diverse and broad portfolio of AI/ML projects in one of the largest financial services firms in the world. 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 Chief Data & Analytics Office (CDAO) you will be responsible for accelerating the firm’s data and analytics journey. This includes ensuring the quality, integrity, and security of the company's data, as well as leveraging this data to generate insights and drive decision-making. The Chief Data and Analytic office (CDAO) you will also be responsible for developing and implementing solutions that support the firm’s commercial goals by harnessing artificial intelligence and machine learning technologies to develop new products, improve productivity, and enhance risk management effectively and responsibly.
Job responsibilities
- Works on several new systems including model repository/registry, feature registry, automatic model promotion policy engine, model & GenAI governance tools, data annotation, data preparation and lineage to help accelerate AI/ML in JPMC with the best user experience and sound governance.
- Develop new products leveraging cloud technologies and microservices architecture patterns, identify new open-source libraries, using unfamiliar technologies and learning new programming languages to meet technical requirements.
- 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.
- Creates secure and high-quality production code and maintains algorithms that run synchronously with appropriate systems.
- Work with system architects and contribute to the architecture across the technology stack from database to native apps.
- Create rapid prototypes as well as full-scale applications, by working collaboratively and iteratively through design and development to deliver fully functional applications that meet business goals.
- Gathers, analyzes, synthesizes, and develops visualizations and reporting from large, diverse data sets in service of continuous improvement of software applications and systems.
- Proactively identifies hidden problems and patterns in data and uses these insights to drive improvements to coding hygiene and system architecture.
- Contributes to software engineering communities of practice and events that explore new and emerging technologies.
- Adds to team culture of diversity, equity, inclusion, and respect.
Required qualifications, capabilities, and skills
- Formal training or certification on software engineering concepts and 3+ years applied experience.
- Experience in modern architecture patterns (e.g. microservices, reactive architectures, event-driven architectures)
- Programming experience in at least 2 modern programming languages/frameworks such as JavaScript, React, Node.js, Java, Kotlin, Python, Pandas, TensorFlow, Go
- Experience working with HTML/ CSS and at least 1 modern JavaScript framework such as React.js, Vue.js, Hapi.js, Ember.js, Angular.js
- Experience in writing and utilizing RESTful API services and performance tuning large-scale applications.
- Experience with cloud providers (e.g., AWS, Azure, GCP) and containerization (e.g. Docker, Kubernetes)
- Experience with relational and non-relational databases (e.g., PostgreSQL, MongoDB, CouchDB, Redis, Elasticsearch, Cassandra, etc.)
- Experience in engineering practices such as code refactoring, design patterns, design-driven development, TDD, CI/CD, building highly scalable applications, application security.
- Experience with Agile development methodologies and working knowledge of DevOps principles.
- Ability to interact with people at all levels in an organization.
- Ability to communicate complex ideas effectively.
Preferred qualifications, capabilities, and skills
- Familiarity with modern full-stack technologies
- Exposure to cloud technologies
- Experience/Knowledge of model governance, data governance is a plus
- Passion for growing your skills, tackling interesting work and challenging problems.
This job is no longer accepting applications
See open jobs at Aumni.See open jobs similar to "Software Engineer III -Full Stack Developer - ModelOps, MLOps" NEXT Frontier Capital.