GrepJob
Toast

Staff Software Engineer(MLOps)

Toast
Apply
3 days ago
Bengaluru, IndiaStaff+

Responsibilities

  • Design and lead the evolution of a unified MLOps platform.
  • Champion best practices for CI/CD for ML and infrastructure-as-code.
  • Lead collaborative efforts across Data Engineering, DevOps, and Product teams.
  • Partner with leadership to define the technical vision for AI infrastructure.
  • Set standards for observability and incident response for ML systems.
  • Mentor P2 and P3 engineers to promote technical rigor.

Requirements

  • Bachelor’s or Master’s degree in Computer Science, AI, or a related field.
  • 10-12+ years of professional software engineering experience.
  • 6-7 years focused on productionizing and scaling ML systems.
  • Expert-level proficiency in Python, Scala, or Java/Kotlin.
  • Extensive experience with PySpark and high-performance computing.
  • Proven track record with LLM applications and related technologies.
  • Superior ability to design distributed systems for high request volumes.
  • Experience with microservice architecture and AWS tooling.
  • Knowledge of software engineering best practices and tools.
  • Exceptional problem-solving and analytical skills.
  • Outstanding communication and interpersonal skills.

Tech Stack

Amazon DynamoDBApache AirflowApache FlinkAWSJavaKotlinMLflowPythonReactScalaTerraform

Categories

AI & MLData EngineeringDevOps