JPMorganChase Logo

JPMorganChase

Lead Software Engineer

Job Posted 18 Hours Ago Posted 18 Hours Ago
Be an Early Applicant
Bengaluru, Karnataka
Senior level
Bengaluru, Karnataka
Senior level
As a Lead Software Engineer in AI and machine learning at J.P. Morgan, you will design and deliver technology products, manage a team of ML engineers, develop automated pipelines, optimize generative models for NLP, and stay updated on AI advancements.
The summary above was generated by AI

Job Description
Are you ready to elevate your career in the dynamic world of AI and machine learning? Join our Corporate Oversight and Governance Technology AI/ML team at J.P. Morgan, where your skills and passion will drive innovation and make a significant impact. We offer unparalleled opportunities for career growth and a collaborative environment where you can thrive and contribute to meaningful projects.
As a Machine Learning Lead Software Engineer at JPMorgan Chase within the Corporate Oversight and Governance Technology AI/ML team, your role will involve designing and delivering trusted, market-leading technology products in a secure, stable, and scalable manner. You will be tasked with implementing critical technology solutions across a variety of technical areas within different business functions, all in support of the firm's business objectives.
Job Responsibilities

  • Work closely with product managers, data scientists, ML engineers, and other stakeholders to understand requirements and prioritize use cases.
  • Design, develop, and deploy state-of-the-art AI/ML/LLM/GenAI solutions to meet business objectives.
  • Manage, mentor, and guide a team of ML and MLOps engineers.
  • Develop and maintain automated pipelines for model deployment, ensuring scalability, reliability, and efficiency.
  • Implement optimization strategies to fine-tune generative models for specific NLP use cases, ensuring high-quality outputs in summarization and text generation.
  • Conduct thorough evaluations of generative models (e.g., GPT-4), iterate on model architectures, and implement improvements to enhance overall performance in NLP applications.
  • Implement monitoring mechanisms to track model performance in real-time and ensure model reliability.
  • Communicate AI/ML/LLM/GenAI capabilities and results to both technical and non-technical audiences.
  • Stay informed about the latest trends and advancements in AI/ML/LLM/GenAI research, implement cutting-edge techniques, and leverage external APIs for enhanced functionality.


Required Qualifications, Capabilities, and Skills

  • Formal training or certification in Machine Learning concepts and 5+ years of applied experience.
  • Proficiency in programming languages like Python for model development, experimentation, and integration with OpenAI API.
  • Experience with machine learning frameworks, libraries, and APIs, such as TensorFlow, PyTorch, Scikit-learn, and OpenAI API.
  • Experience with cloud computing platforms (e.g., AWS, Azure, or Google Cloud Platform), containerization technologies (e.g., Docker and Kubernetes), and microservices design, implementation, and performance optimization.
  • Solid understanding of fundamentals of statistics, machine learning (e.g., classification, regression, time series, deep learning, reinforcement learning), and generative model architectures, particularly GANs, VAEs.
  • Ability to identify and address AI/ML/LLM/GenAI challenges, implement optimizations and fine-tune models for optimal performance in NLP applications.
  • Strong collaboration skills to work effectively with cross-functional teams, communicate complex concepts, and contribute to interdisciplinary projects.
  • A portfolio showcasing successful applications of generative models in NLP projects, including examples of utilizing OpenAI APIs for prompt engineering.


Preferred Qualifications, Capabilities, and Skills

  • Familiarity with the financial services industries.
  • Expertise in designing and implementing pipelines using Retrieval-Augmented Generation (RAG).
  • Hands-on knowledge of Chain-of-Thoughts, Tree-of-Thoughts, Graph-of-Thoughts prompting strategies.

Top Skills

AWS
Azure
Docker
Google Cloud Platform
Kubernetes
Openai Api
Python
PyTorch
Scikit-Learn
TensorFlow

JPMorganChase Hyderabad, Telangana, IND Office

JP Morgan Tower, Salarpuria Sattva Knowledge City, HITEC City, Raidurgam, Hyderabad, Telangana, India, 500081

Similar Jobs at JPMorganChase

5 Days Ago
Bengaluru, Karnataka, IND
Senior level
Senior level
Financial Services
As a Lead Software Engineer, you will design and develop robust software solutions, ensure quality production code, collaborate with vendors, and lead a team, while promoting diversity and inclusion. You will focus on enhancing operational stability and drive awareness of new technologies.
Top Skills: AthenaAws Ec2Aws EcsAws EksAws KmsAws LambdaAws S3Cloud FormationEmrEventbridgeJavaPostgressqlReactSQLSqsTerraform
7 Days Ago
Bengaluru, Karnataka, IND
Senior level
Senior level
Financial Services
The Lead Software Engineer is responsible for designing and delivering technology solutions across various business functions. Key responsibilities include executing software development, creating production code, analyzing data for insights, and ensuring design constraints are met. The role also involves identifying problems in data and advocating for the use of emerging technologies within the team.
Top Skills: Apache FlinkSparkAWSJavaKubernetes
6 Days Ago
Hybrid
Bengaluru, Karnataka, IND
Senior level
Senior level
Financial Services
The Lead Software Engineer will enhance and deliver technology products, lead software solutions, code reviews, and technical troubleshooting, identify automation opportunities, drive architectural evaluations, and foster a diverse team culture.

What you need to know about the Hyderabad Tech Scene

Because of its proximity to leading research institutions and a government committed to the city's growth, Hyderabad's tech scene is booming. With plans to establish India's first "AI city," the city is on track to become one of the world's most anticipated tech hubs, with companies like TransUnion, Schrödinger and Freshworks, among others, already calling the city home.
By clicking Apply you agree to share your profile information with the hiring company.

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account