Software Engineer, ML Systems

Harmonic
Palo Alto
Workplace: OnsiteFull timeFunction: Software EngineeringExperience: 2+ yearsEducation: bachelorsSkills: ["Python","Kubernetes","Docker","AI","Machine learning","Cloud computing"]

Develop and productionize ML research pipelines for Harmonic's Aristotle platform, focusing on end-to-end ML workflows, efficient research code, and scalable cloud deployment on Kubernetes. Work closely with researchers to translate algorithms into robust production features, implement CI/CD and experiment tracking, and improve observability of training health and agent behavior.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
Harmonic
Harmonic
2 months ago

Software Engineer, ML Systems

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 10 hours agoStatus: Live

Job Summary

Develop and productionize ML research pipelines for Harmonic's Aristotle platform, focusing on end-to-end ML workflows, efficient research code, and scalable cloud deployment on Kubernetes. Work closely with researchers to translate algorithms into robust production features, implement CI/CD and experiment tracking, and improve observability of training health and agent behavior.
Location: Palo Alto
Workplace: Onsite
Employment Type: Full time
Job Function: Software Engineering

Key Responsibilities

  • •Pipeline Engineering: Build and manage end-to-end ML pipelines (ETL and automated evaluation) that are the bedrock of our RL research.
  • •Bottleneck Resolution: Identify and refactor inefficient research code. You act as the primary engineer ensuring that a promising idea reaches its full potential through scalable code.
  • •Standardization: Establish best practices for versioning, experiment tracking, and CI/CD for ML models to ensure reliability.
  • •Cloud Infrastructure & Observability: Manage the deployment and scaling of workloads on Kubernetes. Implement the tooling and telemetry that allows the team to understand agent behavior and training health at a glance.

Pay and Benefits

Perks:Paid Leave401kHealth InsuranceVisionDentalHsa

Key Requirements

  • •BS in Computer Science or related field, or equivalent industry experience
  • •2+ years of relevant industry experience
  • •Expert-level Python skills and a disciplined approach to software engineering (testing, versioning, and modular design)
  • •Experience building and managing end-to-end ML pipelines in a production or research-intensive environment
  • •Hands-on experience with Docker and Kubernetes
Experience:2+ yearsMachine learningCloud
Education:Bachelor's
Skills:PythonKubernetesDockerAIMachine learningCloud computing
Languages:English
Tech Stack:PythonKubernetesDockerAWSGCPAzureKubeflowAirflowMetaflow

Company Brief

Harmonic
Harmonic is developing Mathematical Superintelligence (MSI) — AI models (notably "Aristotle") that use formal verification to solve and verify advanced mathematical problems and reliably reason in quantitative domains.
Industry: AI & Machine Learning
Company Size: Small (11 to 50 employees)
Revenue: Pre-Revenue (USD 0)
Growth: Scaleup
Valuation: Unicorn (USD 1B+)
Funding: Series C
Headquarters: Palo Alto, United States
Founded: 2023
WebsiteLinkedIn