AI/ML Engineer -Agentic Private Bank Engineer, Senior Associate
JPMorgan Chase18 hours ago
Base Salary
$138k - $195k/yr
Responsibilities
- Collaborate with Data Science, Product, and business stakeholders to design, implement, and monitor OpenSearch database solutions.
- Write, test, and deploy Python software supporting machine learning products and tools.
- Design, deploy, and manage prompt-based LLM models for NLP tasks in financial services.
- Research prompt engineering techniques and use LLM orchestration and agentic AI libraries to improve model performance.
- Build and maintain structured and unstructured data pipelines and cloud-based data processing workflows.
- Develop frameworks and tools for prompt-based model training, evaluation, and optimization.
- Develop APIs and integrate NLP and LLM models into software applications.
- Analyze model performance data and identify opportunities for improvement.
- Collaborate with cross-functional stakeholders to define requirements and deliver business solutions.
- Communicate technical ideas and results to technical and non-technical stakeholders.
Requirements
- Formal training or certification in software engineering concepts and at least 3 years of applied experience.
- Experience designing and implementing prompts or building chatbot applications.
- Advanced SQL and NoSQL knowledge, including OpenSearch, Elasticsearch, and/or Apache Lucene.
- Experience with Git, version control, deployment processes, containerization, and CI/CD.
- Strong Python programming skills and experience with PyTorch or TensorFlow.
- Experience building pipelines for structured and unstructured data processing.
- Experience developing APIs and integrating NLP or LLM models into software applications.
- Hands-on experience with AWS or Azure for AI/ML deployment and data processing.
- Familiarity with LLM orchestration, agentic AI libraries, and MLOps tools and practices.
- Strong problem-solving and stakeholder communication skills.
- Preferred familiarity with model fine-tuning techniques such as DPO and RLHF.
- Preferred knowledge of Java and Spark.
- Preferred knowledge of financial products and services, including trading, investment, and risk management.
Benefits
- Competitive total rewards and benefits eligibility, including health care coverage, retirement savings, backup childcare, tuition reimbursement, mental health support, and financial coaching.
- Eligible roles may receive commission-based pay or discretionary incentive compensation in cash or forfeitable equity.
- JPMorgan Chase is an equal opportunity employer and provides reasonable accommodations.
Categories
About JPMorgan Chase
JPMorgan Chase provides consumer and commercial banking, payments, credit card, wealth management, and corporate and investment banking services to individuals, businesses, institutions, and governments. The public company (NYSE: JPM) earns revenue from interest, fees, trading, and asset management across operations in more than 100 markets. Headquartered in New York City with roots dating to 1799, it serves retail customers and prominent corporate and government clients through brands including Chase and J.P. Morgan.