Harmonic
Software Engineer, ML Systems
Palo Alto
Sponsorship not specifiedDetected 75 days ago
PythonFull-Stack DevelopmentAWSGCPAzureCloud PlatformsDockerKubernetesCI/CDMachine LearningAirflowData EngineeringAI OrchestrationResearchPipeline Integrity
About the role
- We are looking for a pragmatic, Software Engineer to own the productionization of our research pipelines.
Responsibilities
- Pipeline Engineering: Build and manage end-to-end ML pipelines (ETL and automated evaluation) that are the bedrock of our RL research.
- Build and manage end-to-end ML pipelines (ETL and automated evaluation) that are the bedrock of our RL research.
- Manage the deployment and scaling of workloads on Kubernetes.
- Proven ability to design and implement complex data-loading and evaluation systems for non-deterministic models.
- Cloud Infrastructure & Observability: Manage the deployment and scaling of workloads on Kubernetes.
Requirements
- 2+ years of relevant industry experience
- This is an implementation-heavy role designed for an engineer who can take a nascent research idea and build the robust, scalable machinery required to prove it at scale within our cloud infrastructure.
Nice to have
- Full-stack ML experience: Comfortable moving from data engineering to model debugging.
- Experience refactoring research-grade code into high-quality, scalable production packages.
- Experience with workflow orchestration tools (e.g., Kubeflow, Airflow, or Metaflow).
- Experience managing large-scale experiments on cloud providers (AWS, GCP, or Azure).
- Proven track record collaborating directly with researchers to translate algorithmic requirements into engineering roadmaps.
- Hands-on experience with containerization (Docker) and orchestration (Kubernetes).
Benefits
- 100% employer-paid health, vision, and dental benefits for employees and 50% coverage for dependents.
- Harmonic offers varied health coverage options to select what is best for you and your family.
- Health Savings Account (HSA) available for qualifying health plans
- Implement the tooling and telemetry that allows the team to understand agent behavior and training health at a glance.
Company info
- At Harmonic, we are building a mathematical reasoning engine that operates with absolute precision.
- While most AI makes maximum-likelihood guesses, Harmonic's Aristotle uses Lean 4 and reinforcement learning to verify its reasoning and results.
- Following our Gold Medal-level performance on the 2025 International Math Olympiad (IMO) and the successful resolution of long-standing open problems, we are proving that AI can master the most rigorous domains of human thought.
- Backed by some of the world's most prominent investors, we are intentionally scaling an elite technical team.
- Visit our company blog https://harmonic.fun/news to learn more about what we are working on!
Equal opportunity
- Harmonic is committed to diversity and inclusivity in the workplace.
- We are an equal opportunity employer and do not discriminate on the basis of race, religion, national origin, gender, sexual orientation, age, veteran status, disability or any other legally protected status.
- equal opportunity employer and do not discriminate on the basis of race, religion, national origin, gender, sexual orientation, age, veteran status, disability or any other legally protected status.
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This listing is sourced directly from Harmonic's careers page and normalized into a canonical job model.