Reducto
Machine Learning Infra Engineer
San Francisco Office
Sponsorship not specifiedDetected 70 days ago
PythonNode.jsKubernetesMachine LearningLLMsDesign Systems
About the role
- This is a high-impact role where you'll help define what high performance ML training and inference look like at Reducto.
Responsibilities
- Build, and maintain our training and inference stack with an emphasis for fast iteration on training + flexibility for exploring new methods and high performance in inference.
- Develop benchmarks for both sets of stacks to identify bottlenecks.
- Design systems for scaling model training across multi-node, multi-GPU environments with strong reliability and observability.
- Build the tooling, abstractions, and observability that help ML engineers move faster from experiment to production.
- Enjoy solving complex problems and building from first principles.
- Collaborate effectively across technical and non-technical teams.
- This isn't an inconvenience-it's a critical bottleneck that leads to dozens of wasted hours every week https://www.reducto.ai/blog/the-real-cost-of-manual-document-processing.
- OCR and even more sophisticated ML approaches work for simple text documents but are unreliable for anything more complex.
- Overcoming this usually requires a large engineering effort dedicated to building specialized pipelines for every document type you work with.
- Reducto https://www.reducto.ai/ breaks document layouts into subsections and then contextually parses each depending on the type of content.
Requirements
- Have 3+ years of experience.
Skills
- Reducto has raised over $100M from world-class investors including a16z, Benchmark, and First Round Capital.
Benefits
- Insurance claims, financial statements, invoices, and health records are all stored in a structure that's simply impractical for use in digital workflows.
- This is made possible by a combination of vision models, LLMs, and a suite of heuristics we built over time.
- Generous health insurance covering medical, dental, and vision.
- We provide up to $150/mo reimbursement for health and wellness spending, such as gym memberships, fitness classes, or similar.
- Work with us to build a leave schedule that works for you and your family
Company info
- At Reducto, we're invested in the well-being and growth of our team.
Equal opportunity
- Equal Opportunity Employer committed to diversity and inclusion in the workplace.
Visa & Work Authorization
- n, physical and mental disability, genetic information, marital status, sexual orientation, gender identity/assignment, citizenship, pregnancy or maternity, protected veteran status, or any other status prohibited by app
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This listing is sourced directly from Reducto's careers page and normalized into a canonical job model.