Machine Learning Engineer
Orchard Robotics5 months ago
Seattle, WA, USA or San Francisco, CA, USAMid Level
H1B Sponsor
Base Salary
$135k - $210k/yr
Responsibilities
- Build and maintain scalable ETL pipelines for large, diverse image datasets from tractor-mounted camera systems.
- Develop and deploy infrastructure for model training, evaluation, and inference in the cloud and on edge devices.
- Design and implement active-sampling infrastructure to improve data collection and model performance.
- Track computer-vision research and apply relevant model and architecture advancements.
- Integrate ML solutions into production robotics systems with a multidisciplinary team.
- Work with agronomists and farmers to translate crop biology and domain knowledge into actionable ML features.
- Support different parts of the software stack as a generalist engineer.
Requirements
- At least 2 years of real-world industry experience building production-grade data pipelines and ML infrastructure.
- Proficiency in Python and experience with machine-learning frameworks such as PyTorch.
- Strong experience with Pandas, SQL, MLFlow, and WandB or comparable data-engineering tools.
- Familiarity with AWS, GCP, Docker, and Kubernetes.
- Experience working with massive amounts of real-world training data.
- Familiarity with MLOps software and data engineering for consistent ML-model deployment.
- Ability to work independently, learn quickly, and operate in a dynamic environment.
- Enthusiasm for taking on multiple roles and responsibilities as the company grows.
- Bonus: experience deploying and optimizing ML models on embedded compute such as NVIDIA Jetson.
- Bonus: experience prototyping, evaluating, or deploying new ML and computer-vision models on the edge.
Benefits
- Full-time, in-person work at the San Francisco or Seattle office.
- Generous equity compensation.
- Comprehensive health, vision, and dental coverage with 100% of premiums covered.
- Close collaboration with the CEO and entire team.
- The role may require staying late or working weekends.
Tech Stack
Categories
About Orchard Robotics
We're a team of engineers, researchers, and farmers on a mission to revolutionize one of Earth's most important industries – agriculture. At Orchard, we're securing America’s food supply by building the AI farmer that automates our nation’s farms. Our mission is to help farmers produce more food for the world, more profitably and sustainably than ever before. Farmers across the U.S. use our industry-leading hardware-enabled software to look at their data, make critical decisions, and command farming operations. Our technology is used today across some of the largest farms in the nation.