Job Description
We have an exciting and rewarding opportunity for you to take your software engineering career to the next level.
As a Applied AI ML Associate at JPMorgan Chase within the Asset & Wealth Management, 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
- Design, develop, and deploy LLM models and pipelines to tackle business challenges and opportunities
- Utilize techniques like prompt engineering, model fine-tuning, RAGs, and LLM Agents for use cases such as Q&A, summarization, and automation
- Employ firm-standard tools and platforms to set up automated AI/ML pipelines that can be quickly re-trained and deployed
- Collaborate with stakeholders and cross-functional teams to gather requirements and comprehend ML/LLM use cases and data needs
- Optimize and maintain cloud-based infrastructure to facilitate rapid ML model deployment and integration with workflows
- Conduct data analysis and preprocessing to prepare datasets for model training and evaluation
- Monitor and maintain deployed models, implementing necessary updates and improvements to address business priorities and model drift
- Stay informed about the latest advancements in machine learning, GenAI, and NLP technologies
- Communicate findings and insights effectively to both technical and non-technical stakeholders.
Required qualifications, capabilities, and skills
- Formal training or certification on software engineering concepts and 2+ years applied experience
- Experience in ML/LLM model development, deployment, and integration.
- Strong programming skills in Python and experience with ML frameworks such as TensorFlow, PyTorch, and scikit-learn.
- Good understanding of statistical concepts of hypothesis testing, data distributions and inference underlying and governing choice and working of ML algorithms.
- Strong fundamentals in natural language processing (NLP) and experience using large language models (LLMs) such as GPT, Llama, BERT, or similar.
- Familiarity with containerization technologies like Docker and orchestration tools like Kubernetes.
- Familiarity with cloud platforms (e.g., AWS, Google Cloud, Azure) and services like Sagemaker/Azure ML for deploying machine learning models.
- Strong problem-solving skills and the ability to work independently and collaboratively in a fast-moving organizational setup.
- Excellent problem-solving skills and the ability to work independently and collaboratively.
- Strong communication and interpersonal skills, with experience in working with stakeholders and cross-functional teams.
Preferred qualifications, capabilities, and skills
- Experience with big data technologies such as Spark is a big plus.
- Experience of CI/CD pipelines and DevOps practices/MLOps for ML model deployment.
- Demonstrable portfolio of projects and Open source community contributions.
About Us
JPMorganChase, 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 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.
About the Team
J.P. Morgan Asset & Wealth Management delivers industry-leading investment management and private banking solutions. Asset Management provides individuals, advisors and institutions with strategies and expertise that span the full spectrum of asset classes through our global network of investment professionals. Wealth Management helps individuals, families and foundations take a more intentional approach to their wealth or finances to better define, focus and realize their goals.
