AI/ML – Investment Services

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Skills you'll use

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

About Point72

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