BlueSpace.ai · 4 months ago
ML Infrastructure Engineer
Oakland, CA
Full-time
Hybrid
Entry, Mid Level
$150K/yr - $200K/yr
2+ years expBlueSpace.ai is an urban mobility company that develops autonomous vehicle technology. As the ML Infrastructure Engineer, you will develop the Cloud Data Infrastructure System to support and enable Assured AI for Autonomy, focusing on designing and developing infrastructure for Machine Learning models in Autonomous Vehicles.
Artificial Intelligence (AI)AutomotiveAutonomous VehiclesTransportation
Responsibilities
Take ownership of the infrastructure in support of developing and deploying Machine Learning models for Autonomous Vehicles
Architect and deploy cloud and on-prem ML training and evaluation infrastructure
Own the the data management pipelines, from ingestion and storage, to model training and evaluation that span vehicle compute, cloud, and on-prem
Change model training code to take advantage of the better data storage techniques and formats you propose
Evaluate and implement methods, software, and hardware for model deployment onto the test and production vehicles
Develop systems and processes to improve transition of models from research to production while balancing cost
Participate in model design, research and set requirements to model design that ensure their successful deployment
Own and deliver projects end-to-end
Optional: be able to hire, manage, or at least mentor other engineers who join this project when growth is needed
Qualification
Required
Experience in architecting and implementing data engineering solutions for a small engineering team / product (1-20 ppl)
2+ years of software engineering experience in any of the following: ML Infrastructure, Data Engineering, Platform Engineering, Distributed Systems
Either existing experience with ML Infrastructure as described below, or strong expertise in non-ML Data infrastructure combined with a strong desire to learn ML Infra specifics
Production ML experience with at least one of the following - (1). Model conversion and optimization for production (ONNX, TensorRT), (2) Model deployment on specialized hardware (e.g. Jetson), or (3) Model monitoring and MLOps
Ability to programmatically access cloud services using Python, NodeJS, or equivalent
Knowledge of or experience with data management solutions, such as - (1) Workflow orchestration pipelines (e.g. Argo, Airflow, Kubernetes) or (2) Managed large-scale data processing systems (e.g. Spark, Dataproc, Databricks)
End-to-end ML pipelines (e.g. SageMaker, Vertex)
Preferred
Experience with Terraform or a similar IAC solution
Robotics background, C++, ROS
Experience with Google Cloud Platform or other major cloud provider
Company
BlueSpace.ai
BlueSpace.ai is an urban mobility company that develops autonomous vehicle technology.
11-50 employees
H1B Sponsorship
BlueSpace.ai has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2024 (2)
2023 (1)
2021 (3)
Funding
Current Stage
Early StageTotal Funding
$3.7MKey Investors
Fusion FundAlumni Ventures
2021-01-01Series Unknown
2019-12-13Seed· $3.5M
2019-08-09Pre Seed· $0.2M
Leadership Team
Christine Moon
Co-Founder & President
Joel Pazhayampallil
Co-Founder
Recent News
2025-07-09
Alumni Ventures
2024-02-06
Company data provided by crunchbase