Handshake

Software Engineer II, Reinforcement Learning Environments

Handshake
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29 days ago
Bengaluru, IndiaMid Level

Responsibilities

  • Design, build, and scale the Reinforcement Learning Environments platform and its supporting infrastructure.
  • Develop scalable backend services, data-generation pipelines, and modular environment domains integrated with model training and evaluation workflows.
  • Improve platform reliability, observability, performance, and developer productivity.
  • Partner with Engineering, Research, Product, and Operations teams across India and the US to deliver shared roadmap objectives.
  • Participate in technical design and architecture decisions and write high-quality, maintainable code.

Requirements

  • 6+ years of professional software engineering experience building backend systems, distributed systems, or platform infrastructure.
  • Strong proficiency with TypeScript, React, and modern backend architectures.
  • Strong understanding of PostgreSQL, data modeling, distributed systems, and system design.
  • Experience operating production systems on AWS or GCP.
  • Ability to solve problems and collaborate effectively with globally distributed engineering teams.
  • Preferred experience with reinforcement learning infrastructure, simulation systems, AI evaluation platforms, internal developer platforms, workflow orchestration, Docker, Kubernetes, CI/CD pipelines, or applied ML and AI research teams.

Benefits

  • Generous equity grant vesting over four years.
  • Housing bonus of 1.3 Lakhs spread throughout the first year.
  • Performance bonus ranging from 10–100% of base.
  • Medical insurance coverage.
  • Food credit for every in-person day.
  • In-office role in Bengaluru, India.
Handshake

About Handshake

10,000+ employees

Handshake builds a career network and recruiting platform that connects college students and recent grads with employers, sold as SaaS to universities and subscriptions/solutions to employers. Founded in 2014 and headquartered in San Francisco, it serves 1,600+ educational institutions and over 1 million employers. The company also operates Handshake AI, which partners with frontier AI labs on human data collection and evaluations for model training and post-training workflows.

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