Senior Software Engineer

Position Senior Software Engineer

Industry: other

Employment type: Full Time

Experience: 3 to 5 year

Qualification: Degree holder

Salary: $150,000/yr – $190,000/yr

Company: Aigen

Location: Kirkland, WA (Hybrid)

Description:

Senior Software Engineer – AI / CV

About the job

At Aigen, our mission is to accelerate the transition to regenerative agriculture—with a pesticide-free, solar powered robotics platform.

Do you have a track record of solving complex engineering challenges and delivering incredible products? Join us to make a real world impact at the confluence of cutting edge technology, agriculture, AI, and climate. 52% of agricultural land is degraded by current management practices, and 60-75% of original soil carbon has been lost in lands used for agriculture (according to the IPCC).

With $7M raised to date, we are backed by a suite of investors including NEA, GFC, AgFunder, Regen.vc, and Bessemer Ventures.

The Role: As a Senior Software Engineer – AI / CV, you will be a champion for the design, development and integration of the machine learning and computer vision components of the Aigen software stack. You will collaborate with the other engineering teams to build a scalable robotics platform and develop the critical algorithms that enable autonomy. The ideal candidate will be a quick learner with the ability to understand complex software problems.

Aigen celebrates diversity in all its forms, and is an equal opportunity employer

Coverage: CNBC | NEA | Geekwire | AgFunder

Tools / Languages: C/C++, Python, OpenCV, JIRA, Confluence

Responsibilities:

• Lead the ML model development and deployment process
• Systematically evaluate the performance of ML and computer vision models and use it to identify areas for improvement and fine-tune models to enhance accuracy, robustness and efficiency
• Work on optimizing ML models and CV algorithms for the edge
• Stay up to date on ML advancement and its optimization for the edge (e.g. arm architecture)
• Assist with large dataset preparation and analysis as it pertains to improved ML model training
• Provide mentorship and guidance to other team members by actively participating/driving brainstorming sessions and code reviews
• Integrate ML model and computer vision with the robot software stack

Requirements:

• BS/MS or PhD degree in Computer Science, Robotics or related fields
• 5+ years of experience developing object detection/semantic segmentation AI/ML models
• Experience with Python and Python machine learning frameworks: PyTorch, TensorFlow, Keras, PyTorch Lightning, Scikit-learn
• Experience optimizing and deploying ML model on the edge (no cloud connection)
• Proficiency in CNNs, transfer learning, feature extraction, hyperparameter tuning and model evaluation
• Strong understanding of CV perception algorithms
• Familiar with cloud services to train and deploy models
• Ability to thrive in a fast-paced startup environment
• Ability to balance between ambitious innovation and practicality without losing focus and over-engineering

Indicators of good fit:

• Prior startup experience
• Prior experience working on projects that involved crop recognition algorithms
• Experience with deep learning architectures such as YOLO, R-CNN, Mobilenet, EfficientNet
• Experience training and deploying ML model on the edge / IoT devices
• Knowledge of production deployment techniques and tools for ML models
• Experience in applying machine learning to robotics systems
• Experience launching hardware products
• Experience with mobile AI accelerators

Benefits:

• Stock options
• Flexible (WFH) Mondays
• Unlimited paid time off (15 days minimum)
• Healthcare – 100% coverage for employee
• Vision
• Dental
• 401(k)
• Work on a team in which the qualities that diverse team members bring to the table are appreciated