DeepRec.ai · 1 week ago
Senior Machine Learning Infrastructure Engineer
San Francisco Bay Area
Full-time
Onsite
Mid, Senior Level
$250K/yr - $300K/yr
3+ years expDeepRec.ai is an early-stage AI company focused on building foundation models for physics to support industrial automation. They are seeking a Senior Machine Learning Infrastructure Engineer to manage the full ML infrastructure stack, working closely with the founding team to build and scale production-grade ML systems.
Hiring Manager
Sam Warwick
Responsibilities
Own distributed training and fine-tuning infrastructure across multi-GPU and multi-node clusters
Design and operate low-latency, highly reliable inference and model serving systems
Build secure fine-tuning pipelines allowing customers to adapt models to their data and workflows
Deliver deployments across cloud and on-prem environments, including enterprise and air-gapped setups
Design data pipelines for large-scale simulation and CFD datasets
Implement observability, monitoring, and debugging across training, serving, and data pipelines
Work directly with customers on deployment, integration, and scaling challenges
Move quickly from prototype to production infrastructure
Qualification
Required
3+ years building and scaling ML infrastructure for training, fine-tuning, serving, or deployment
Strong experience with AWS, GCP, or Azure
Hands-on expertise with Kubernetes, Docker, and infrastructure-as-code
Experience with distributed training frameworks such as PyTorch Distributed, DeepSpeed, or Ray
Proven experience building production-grade inference systems
Strong Python skills and deep understanding of the end-to-end ML lifecycle
High execution velocity, strong debugging instincts, and comfort operating in ambiguity
Preferred
Background in physics, simulation, or computer-aided engineering software
Experience deploying ML systems into enterprise or regulated environments
Foundation model fine-tuning infrastructure experience
GPU performance optimization experience (CUDA, Triton, etc.)
Large-scale ML data engineering and validation pipelines
Experience at high-growth AI startups or leading AI research labs
Customer-facing or forward-deployed engineering experience
Open-source contributions to ML infrastructure
Benefits
Competitive compensation with meaningful equity
Strong benefits
Daily meals
Stipends
Immigration support
Company
DeepRec.ai
We are your Deep Tech recruitment specialists, driven by a mission to power progress in the world’s most exciting industries.
51-200 employees
Funding
Current Stage
Growth StageLeadership Team
Hayley Killengrey
Co-Founder and Managing Director USA
Company data provided by crunchbase