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Software Engineer III – Gen AI Inferencing
Bank of America. Codes solutions and unit test to deliver a requirement/story per the defined acceptance criteria and compliance requirements .
Tech Stack
Tools & technologiesAngularAnsibleJavaJenkinsMongoDBPythonReactRedisScalaUnix
About the role
Key responsibilities & impact- Codes solutions and unit test to deliver a requirement/story per the defined acceptance criteria and compliance requirements
- Designs, develops, and modifies architecture components, application interfaces, and solution enablers while ensuring principal architecture integrity is maintained
- Mentors other software engineers and coach team on Continuous Integration and Continuous Development (CI-CD) practices and automating tool stack
- Executes story refinement, definition of requirements, and estimating work necessary to realize a story through the delivery lifecycle
- Performs spike/proof of concept as necessary to mitigate risk or implement new ideas
- Automates manual release activities
- Designs, develops, and maintains automated test suites (integration, regression, performance)
- Utilizes multiple architectural components (across data, application, business) in design and development of client requirements
- Manage multiple priorities, and simultaneously engage with multiple teams.
- Participates in estimating work necessary to realize a story/requirement through the delivery lifecycle.
- Be vocal and actively participate in all session with business stakeholders and agile teams.
- Collaborate with product teams, data analysts and data scientists to design and build solutions.
Requirements
What you’ll need- 5+ years OOP in Python/Scala/Java programming experience with expert level development skills.
- Bachelors degree in Engineering ,computer Science ,IT,C omputer application or job related field required.
- Experience with AI/ML/GenAI Lifecycle Management and Development and its Ecosystem.
- Hands on experience building frameworks using MLOps, Fine – Tuning techniques, Inference Frameworks.
- Experience with deploying models using vLLM/Triton Inference Server in containers in production with automation.
- Performs Continuous Integration and Continuous Development (CI-CD) activities.
- Performance Tuning those models and deployment to provide higher throughput.
- Track record of maintaining large scale Python/Unix based systems.
- Hands on experience and knowledge generative AI RAG process for various use cases, including chunking, embedding, retrieval, reranking and summarization.
- Hands-on experience in application development in one or more areas MongoDB, Redis, Angular/React Frameworks, Containerization, Building API based application leveraging FAST API services, JWT Integration, API Gateway.
- Develop efficient utilities, automation frameworks, data science platforms that can be utilized across multiple Data Science teams for AI/ML and GenAI work.
- Working in large sized teams that collaboratively develop on a shared multi-repo codebase using IDEs (e.g. VS Code rather than Jupyter Notebooks), Continuous Integration (CI), Continuous Deployment (CD) and Continuous Testing.
- Strong automation, scripting, and Python development skills.
- Hands-on DevOps experience with one or more of the following enterprise development tools: Version Control (GIT/Bitbucket), Build Orchestration (Jenkins), Code Quality (SonarQube and pytest Unit Testing), Artifact Management (Artifactory) and Deployment (Ansible).
Benefits
Comp & perks- affordable, competitive and flexible benefits
ATS Keywords
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Hard Skills & Tools
OOPPythonScalaJavaAI/MLMLOpsPerformance TuningMongoDBRedisAPI Development
Soft Skills
mentoringcollaborationcommunicationprioritizationagile methodologyproblem-solvingcoachingstakeholder engagementteamworkadaptability
Certifications
Bachelor's degree in EngineeringBachelor's degree in Computer ScienceBachelor's degree in ITBachelor's degree in Computer Application