Unknown Company

Software Engineer, ML Systems

palo alto, ca • Posted 5 days ago
Onsite Full Time General

Harmonic Software Engineer RoleWe are looking for a pragmatic, Software Engineer to own the productionization of our research pipelines. 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.Key ResponsibilitiesPipeline 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.Minimum QualificationsBS in Computer Science, a related technical field, or equivalent industry experience2+ years of relevant industry experienceExpert-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.Preferred QualificationsFull-stack ML experience: Comfortable moving from data engineering to model debugging.Experience refactoring research-grade code into high-quality, scalable production packages.Proven ability to design and implement complex data-loading and evaluation systems for non-deterministic models.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).What We OfferUnlimited PTO401(k) matching100% 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 plansEqual Opportunity StatementHarmonic 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.

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