Software Engineer II - AIML
Software Engineer II - AIML
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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 II at JPMorgan Chase within the Consumer & Community Banking you serve as a seasoned member of an agile team to design and deliver trusted marketleading 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 firms business objectives.
Job responsibilities
- Design and implement highly scalable and reliable data processing pipelines and deploy model inference services.
- Deploy solutions into public cloud (AWS or Azure) infrastructure.
- Experiment develop and productionize high quality machine learning models services and platforms to make a huge technology and business impact.
- Write code to create several machine learning experimentation pipelines.
- Design and implement feature engineering pipelines and push them to feature stores.
- Analyze large datasets to extract actionable insights and drive datadriven decisionmaking.
- Ensure the scalability and reliability of AI/ML solutions in a production environment.
Required qualifications capabilities and skills
- Formal training or certification on software engineering concepts and 2 years applied experience
- Proficiency in programming languages such as Python Java etc.
- Proficiency in writing comprehensive test cases with a strong emphasis on using testing frameworks such as pytest to ensure code quality and reliability.
- Fullstack experience including JavaScript frameworks such as React would be highly valuable
- Expert knowledge of one of the cloud computing platforms: Amazon Web Services (AWS) Azure Kubernetes.
- Experience in using GenAI (OpenAI or other models Amazon Bedrock) to solve business problem.
- Experience building data pipelines for both structured and unstructured data processing.
- Experience in developing APIs and integrating NLP or LLM models into software applications
- Handson experience with cloud platforms (AWS or Azure) for AI/ML deployment and data processing.
- Deep knowledge in Data structures Algorithms Machine Learning Data Mining Information Retrieval Statistics.
- Excellent communication skills and ability to communicate with senior technical and business partners
Preferred qualifications capabilities and skills
- Expert in at least one of the following areas: Natural Language Processing Reinforcement Learning Ranking and Recommendation or Time Series Analysis.
- Knowledge of machine learning frameworks: Pytorch Keras MXNet ScikitLearn as well as LLM frameworks such as LangChain LangGraph etc
- Understanding of finance or investment banking businesses is an added advantage
Employment Type
Full-Time
