





Tier-1 brand and generalist senior Java role, but LLM specialization narrows candidate pool.
Deep Java backend, ML/LLM, and financial domain experience limit cross-industry transferability.
Explicit 12+ years and mandatory ML, Java, AWS, RDBMS, and LLM experience required.
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Lead development and implementation of scalable, high-performance, cloud-based financial services software using Java/J2EE, Python, and AWS technologies.
Drive AI/ML engineering including large-scale LLM and Generative AI frameworks integration in a high-availability cloud environment.
Collaborate closely with product managers and business analysts to translate requirements into code deliverables and ensure adherence to business schedules and continuous deployment practices.
12+ years of overall software development experience with at least 3 years hands-on experience in machine learning or AI application development.
Strong programming proficiency in Python (API development using FastAPI or Flask) and Core Java/J2EE.
Excellent knowledge of relational databases with proficiency in PL/SQL, and strong experience with Spring/Hibernate/RESTful web services.
Mandatory experience with AWS cloud services including Lambda, ECS, Fargate, RDS, and continuous integration/deployment tools.
Experienced in leading delivery of enterprise Java-based financial or capital markets software solutions in agile environments.
Demonstrates deep AI/ML expertise specifically with large language models, RAG architectures, and generative AI within AWS ecosystems.
Operates effectively with strong ownership mindset in nimble and dynamic teams, balancing technical challenges and business priorities.