Role at a glance
- Salary
- Not Disclosed
- Location
- Bengaluru, India
- Work arrangement
- On-site
- Employment
- Full-time
- Education
- Bachelor's
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About the role
Original posting provided by Point72
AI/ML – Investment Services
A Career with Point72's AI/ML – Investment Services Team
The AI/ML – Investment Services team at Point72 spearheads the development of cutting-edge AI solutions that seek to transform our business processes and enhance enterprise intelligence. The team aims to bridge the gap between business challenges and technological innovation, collaborating with stakeholders across the firm and leveraging expertise in generative AI, data engineering, and machine learning.
WHAT YOU'LL DO
- Build and scale core backend services and platforms that power generative AI applications and data infrastructure used across the firm’s investment workflows
- Design and implement high-throughput, low-latency data pipelines to ingest, normalize, and serve both structured and unstructured data
- Develop robust APIs and microservices to support model inference, feature serving, and downstream applications
- Integrate generative AI tools and model-serving workflows into production, including embedding stores, retrieval components, and fine-tuning pipelines
- Optimize system performance, cost, and reliability through profiling, capacity planning, and architectural improvements
- Implement automated testing, continuous delivery pipelines, monitoring, and incident response practices to maintain production health
- Partner with data scientists, AI engineers, product owners, and operations to translate models and prototypes into scalable, production-grade solutions
- Mentor engineers, lead code reviews, and establish engineering best practices for maintainability, security, and observability
- Own end-to-end delivery, operational runbooks, and metrics-driven measurement of feature impact and system reliability
WHAT'S REQUIRED
- Bachelor’s degree in computer science, software engineering, or a related technical field
- Minimum 5+ years of professional experience building backend systems and production services
- Demonstrated experience designing and operating large-scale data engineering pipelines for both batch and streaming workloads
- Demonstrated hands-on engagement with generative AI tools or development workflows, including model inference, embeddings, or model fine-tuning
- Proficiency in Python and in at least one systems language such as Java, Go, or C++
- Strong experience with cloud platforms and services for compute and storage and with containerization and orchestration technologies such as Kubernetes
- Proven experience with databases and messaging or stream-processing technologies for high-throughput workloads
- Experience designing and implementing APIs, microservices, CI/CD pipelines, automated testing, and observability tooling
- Excellent verbal and written communication skills and demonstrated ability to work effectively with cross-functional teams to deliver impactful solutions
- Commitment to the highest ethical standards
We take care of our people
We invest in our people, their careers, their health, and their well-being. When you work here, we provide:
- Health care benefits
- Maternity, Adoption & related leave policies
- Generous paternity and family care leave policies
- Employee Assistance Program & Mental wellness programs
- Transportation support
- Tuition assistance
About Point72
Point72 is a leading global alternative investment firm led by Steven A. Cohen. Building on more than 30 years of investing experience, Point72 seeks to deliver superior returns for its investors through fundamental and systematic investing strategies across asset classes and geographies. We aim to attract and retain the industry’s brightest talent by cultivating an investor-led culture and committing to our people’s long-term growth. For more information, visit https://point72.com/.
About the company
Point72
Large Enterprise
Point72 is a global asset management firm that invests across various asset classes, primarily focusing on equity and credit markets. Founded by Steven A. Cohen in 2014, the firm leverages advanced data analytics and extensive research to drive investment decisions and deliver superior returns for its clients. With a commitment to collaboration, innovation, and professional development, Point72 cultivates a dynamic work environment where talented individuals can thrive in the fast-paced financial landscape. The company fosters a culture of integrity and accountability, aiming to contribute positively to the communities it serves.
Point72 is a global asset management firm that invests across various asset classes, primarily focusing on equity and credit markets. Founded by Steven A. Cohen in 2014, the firm leverages advanced data analytics and extensive research to drive investment decisions and deliver superior returns for its clients. With a commitment to collaboration, innovation, and professional development, Point72 cultivates a dynamic work environment where talented individuals can thrive in the fast-paced financial landscape. The company fosters a culture of integrity and accountability, aiming to contribute positively to the communities it serves.