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Maxinsights

Data platform for physical AI training

Staff Infrastructure Engineer - Storage

Platform EngineeringConfirmed live in the last 24 hours
Full-timeSanta Clara, CA, USANo salary listedIn-person

About the Job

Requirements

  • Deep experience designing and operating large-scale storage systems, including judgment on consistency, replication, failure recovery, and capacity planning.
  • Hands-on ability to diagnose I/O bottlenecks and optimize data structures and read/write paths against representative workloads.
  • Ability to quantify storage, requests, retrieval, network transfer, and operational overhead, then validate savings without compromising agreed service levels.
  • Ability to reconcile conflicting needs, explain tradeoffs, build consensus without direct authority, and follow through on shared commitments.
  • Product sense and technical judgment, with the ability to navigate ambiguity and turn recurring business needs into simple, maintainable infrastructure.

Responsibilities

  • Design storage architecture around workload needs, defining data layout, partitioning, indexing, metadata, and access patterns.
  • Reduce total cost through tiering, lifecycle management, compression, deduplication, and reduced data movement, with explicit durability and performance targets.
  • Build practical storage interfaces and self-service capabilities, making ingestion, discovery, access, and troubleshooting straightforward for users.
  • Align product, data, research, and infrastructure teams on requirements, ownership, and migration plans; lead adoption and verify improvements in production.

Desired Qualifications

  • Experience delivering storage migrations or shared data services across teams.

About the Company

Maxinsights

Data platform for physical AI training

Maxinsights builds the data layer for physical AI. It collects real-world human activity to create robot-ready training data, handling collection, quality control, annotation, and curation with its own models. Its products include MaxLoop, which scores and corrects data collection as it happens, and MaxGlove, a sensor glove that captures tactile touch and force data. The company operates globally through a network of over 5,000 contractors and serves more than 30 customers, using an end-to-end pipeline from data capture to delivery. Compared with competitors, it combines hardware (MaxGlove) and software (MaxLoop and related models) to provide real-time data quality feedback and a scalable data-collection infrastructure across many countries. Its goal is to enable reliable, robot-ready datasets for physical AI applications by expanding its data collection and software/hardware capabilities worldwide.

Company size
11-50
Company stage
Seed
Total funding
$30M
Headquarters
Not listed
Founded
2024

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