Blue River Technology
Principal ML Engineer, E2E Autonomy
Santa Clara, CA · Principal · Full-time
H1B sponsorship available$135k-$378kDetected 13 days ago
PythonMachine LearningDeep LearningData EngineeringComputer VisionRoboticsResearchExperimental DesignLeadershipCommunicationCollaborationMentoring
About the role
- We won't give up until we've made a tangible and positive impact on the planet.
- As a senior ML Engineer, you will help grow and shape our E2E stack.
- You will also help with new models and features.
Responsibilities
- We're Blue River, a team of innovators driven to create intelligent machinery that solves monumental problems for our customers.
- We empower our customers - farmers, construction crews, and foresters - to implement safer and more sustainable solutions, driving increased profitability with less reliance on scarce labor.
- We believe that focusing on the small stuff - pixel-by-pixel and task-by-task - leads to big gains.
- This involves shaping the design of the E2E training and inference pipeline, both on- and off-vehicle and on- and off-prem.
- Design and implement end-to-end policies for complex navigation and manipulation tasks with long horizons.
- Drive the full data + modeling life cycle, from data collection requirements, experimental design, evaluation frameworks, model training, and deployment.
- Iteratively drive performance improvements.
- Develop pretraining strategies leveraging multimodal data at scale.
- Collaborate with infrastructure engineers on scalable data pipelines, including ingest, curation, and processing training artifacts.
- Collaborate with infrastructure engineers on scalable distributed training pipelines.
Requirements
- 5+ years of experience delivering high-performance ML products in a professional setting, with a preference for end-to-end robotics or autonomy applications.
Compensation
- The US annual base salary range for this position is $135,000 - $378,000, along with eligibility for Blue River's bonus and benefit programs.
Benefits
- With our partners at John Deere, we have the ability to bring innovative computer vision, machine learning, robotics, and product management solutions to scale production, maximizing their potential impact.
- Our mission is to bring the power of E2E machine learning and robotics to John Deere, revolutionizing how robotic systems are built.
- You should be comfortable and excited about working with ambiguity, helping define what will move the program forward, working across traditional boundaries, and learning new things.
- Explore approaches to leveraging John Deere's vast store of machine logs, and bring an E2E lens to inform future logging vision.
- Design and implement systems for active learning on the edge.
- Collaborate with reinforcement learning, robotics, and hardware engineers to integrate ML seamlessly into the full E2E autonomy stack.
- Drive the E2E vision and act as an ambassador for an E2E-first organization.
Company info
- Our people are at the heart of what we do.
- We aim to open up previously inaccessible opportunities, delivering autonomy products that customers love.
- Work with product management to learn from customers, including how they want to interface with the product.
- We are always asking hard questions, rapidly iterating, and getting our boots in the field and on-site to figure it out.
Visa & Work Authorization
- Visa sponsorship is available for this position.
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This listing is sourced directly from Blue River Technology's careers page and normalized into a canonical job model.