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JPMorganChase

Software Engineer II-AI/ML

Posted 10 Days Ago
Be an Early Applicant
Hybrid
Bengaluru, Bengaluru Urban, Karnataka
Junior
Hybrid
Bengaluru, Bengaluru Urban, Karnataka
Junior
As a Software Engineer II, you will develop Python-based web applications, fine-tune LLMs, and orchestrate workflows, ensuring scalability and performance.
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Job Description
As a Software Engineer II at JPMorgan Chase within the Infrastructure Platforms International, you are part of an agile team that enhances, designs, and delivers the software components of the firm's state-of-the-art technology products in a secure, stable, and scalable way. You execute software solutions through design, development, and technical troubleshooting of multiple components within a technical product, application, or system. If you are passionate about developing innovative applications using Python and LLMs, we encourage you to apply and join our dynamic team!
Job Responsibilities:
  • Develop and maintain Python-based web applications utilizing Large Language Models (LLMs).
  • Perform data vectorization and fine-tuning of LLMs to enhance performance and accuracy.
  • Orchestrate LLM workflows using frameworks such as Langchain, Langraph, or LlamaIndex.
  • Build and deploy Python microservices for scalable application architecture.
  • Integrate and connect to diverse data sources, including unstructured databases like PostgreSQL.
  • Implement LLM-based data vectorization techniques and ensure efficient storage in PostgreSQL.
  • Collaborate with cross-functional teams to gather requirements and deliver high-quality solutions.

Required Qualifications, Capabilities, and Skills:
  • Formal training or certification on software engineering concepts and 2+ years applied experience
  • Proficiency in Python development with a strong understanding of web application frameworks.
  • Experience with Large Language Models (LLMs) and their fine-tuning.
  • Familiarity with data vectorization techniques and their applications.
  • Experience with orchestrating LLM workflows using frameworks like Langchain, LLamaIndex, or Langraph.
  • Strong knowledge of building and deploying Python microservices.
  • Proficient in connecting and querying PostgreSQL.
  • Excellent problem-solving skills and ability to work independently and collaboratively.

Preferred Qualifications, Capabilities, and Skills:
  • Machine Learning with Python (Clustering, Classification).
  • Experience with cloud platforms (e.g., AWS, Azure, GCP) for deploying applications.
  • Familiarity with containerization technologies (e.g., Docker, Kubernetes).
  • Knowledge of front-end technologies (e.g., HTML, CSS, JavaScript) is a plus.

Top Skills

AWS
Azure
Docker
GCP
Kubernetes
Langchain
Langraph
Large Language Models (Llms)
Llamaindex
Postgres
Python

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