Infrastructure Tech Lead

Infrastructure Tech Lead San Francisco, CA Job Details Full-time 13 hours ago Qualifications Data encryption System hardening Computer science Computer Science Continuous Delivery (CD) implementation Startup experience ETL pipeline development Infrastructure as Code (IaC) IT system monitoring SOC 2 Application deployment Information security compliance AWS Cloud infrastructure implementation Developing automated testing protocols Senior level Python MLOps System performance monitoring 10 years Full Job Description Infrastructure Tech Lead / Principal Engineer Omnifold trains custom AI models that help planners forecast the future. We are hiring our first infrastructure tech lead, who will own the systems that make everything else possible.

What makes this job interesting:

We train a unique model for each customer, which means model training and inference work differently here than at any other company. You'll never get more reps building model training infrastructure! Our team has very fast iteration speed but needs robust monitoring to pick up signal on user patterns. This is especially important as our application interface for AI-driven forecasting is unique on the market. What you'll own

Deployment:

Reliable processes for getting models and services into production

Security:

Data isolation between customers, product security, infrastructure hardening (SOC2 compliance and beyond) Cloud resource management: GPU allocation, instance sizing, cost optimization Monitoring and logging: Visibility into what's running, what's failing, and why Data and ML ops: ETL pipelines from varied customer data sources, model versioning and lifecycle management Automated testing: Building the test infrastructure that lets us ship with confidence What we're looking for Experience with cloud computing (especially GPU workloads), CI/CD infrastructure-as-code. We run on AWS Familiarity with or interest in ML workflows Security fundamentals: encryption, access controls, compliance basics Python proficiency Ideally ~10 years of experience, including startup experience, with at least 3 years in a tech lead role. 5+ years in infrastructure, DevOps, or platform engineering roles Must have a strong Computer Science background

Location:

San Francisco (in-person, 5 days per week) Omnifold's Mission Every bad forecast has a physical consequence. Unnecessary goods are manufactured, shipped, and stored. Emergency air freight is needed for misallocated products. Poor production planning means workers show up with nothing to do, or work frantic overtime. Inefficiency is everywhere. Our mission is to eliminate waste and accelerate growth for every company with physical products.