Data Engineer

3 days ago

bangalore, India Incept Labs Full time

Company Description

Incept Labs is an AI research lab based in San Francisco, California. Our small team of scientists, engineers, and builders is passionate about developing domain-specific, next-generation AI solutions to enhance education and research. Backed by marquee investors and scientific collaborators, we believe in a future where humans and AI work together side by side. Together, AI processes knowledge at scale while humans contribute imagination, values, and lived experience, creating new ways to discover, adapt, and grow.


Role Description

This is a full-time on-site role for a Data Engineer - Platform located in Bengaluru. We're looking for an Engineer experienced in DevOps, preferably with experience filling in as an infrastructure/backend engineering generalist. We view infrastructure as a critical component, as it enables every breakthrough. You'll work directly with researchers to accelerate experiments, optimize efficiency, and enable key insights across our models and data assets. 


You’ll join a high-impact, compact team responsible for both architecture and scaling of Incept’s core infrastructure. Work will span the full technical stack and involve solving complex distributed systems problems as well as building resilient, scalable platforms.


Responsibilities

  • Design, build, and operate scalable, fault-tolerant infrastructure to support distributed computing and data orchestration for LLM Research
  • Develop and maintain high-throughput systems for data ingestion, processing, and transformation to support LLM model development 
  • Collaborate with research teams to improve system efficiency and accelerate model training and evaluation cycles
  • Implement and maintain monitoring and alerting to support platform reliability and performance
  • Build systems for traceability, reproducibility, and robust quality control to ensure adherence to industry compliance standards



Required Qualifications

  • 5+ years of experience building and maintaining distributed systems, ideally supporting high-scale applications or research platforms.
  • Fluent in containerization, orchestration, and distributed computing frameworks.
  • Extensive experience with performance optimization, caching strategies, and system scalability patterns.
  • Knowledge of and experience with specialized hardware (GPUs, TPUs) computing and GPU cluster management
  • Strong knowledge of databases, storage systems, and how architecture choices impact performance at scale.
  • Deeply familiar with cloud infrastructure, microservices architectures, and both synchronous and asynchronous processing.
  • Proactive about automation, testing, and building tools that empower engineering teams.



This role is fully remote, India-based. Compensation and benefits will vary based on background, skills, and experience levels.

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