Machine Learning Engineer, Blue River Technology

$126.7-193k

SQL

MongoDB

Python

Tensorflow

NumPy

Pandas

CUDA

PyTorch

Keras

Semantic

Entry and Junior level

San Francisco Bay Area

Office located in Santa Clara, CA

Agriculture machinery company

Job no longer available

Agriculture machinery company

201-500 employees

B2BAgricultureMachine Learning

Job no longer available

$126.7-193k

SQL

MongoDB

Python

Tensorflow

NumPy

Pandas

CUDA

PyTorch

Keras

Semantic

Entry and Junior level

San Francisco Bay Area

Office located in Santa Clara, CA

201-500 employees

B2BAgricultureMachine Learning

Company mission

To create intelligent machinery that solves monumental challenges for our customers.

Job

Company

Role

Who you are

Master’s degree in Computer Science or Robotics Engineering, or related field
6 months of related experience
Will accept any level of experience in the following skills:
Implement computer vision and machine learning systems using semantic segmentation, image & video classification, object detection, supervised, and unsupervised learning
Experience working with data engineers, data scientists, and software engineers through the lifecycle of developing and deploying a machine learning system
Implement computer vision systems using deep learning frameworks including TensorFlow, PyTorch, Keras; Preprocess image data using normalization, resizing, cropping, rotation, flipping, and color augmentation
Optimize and fine-tune deep learning models using hyperparameter optimization, transfer learning, regularization methods, ensemble methods, and model layer type modification
Use hardware accelerators including cloud GPUs and high-performance computing GPU clusters to train and test deep learning models
Train and manage labelers for image-data-annotation pipeline including bounding box annotation, and semantic segmentation
Implement code using python libraries including NumPy, SciPy, OpenCV, Pandas, Seaborn, Matplotlib, CUDA, and TensorRT
Work with Agile framework to collaborate with team members using Github
Utilize database management languages including SQL, MongoDB, Amazon S3, and Boto3
5% domestic travel required. May work remotely; periodic time in office required; must live within commuting distance of office

What the job involves

Design, develop, and optimize advanced models for various robotics applications
Utilize a range of machine learning and deep learning techniques to enhance the performance of perception systems
Lead efforts in data extraction, ingestion, and intelligent curation for efficient labeling processes
Collaborate with cross-functional teams to implement deep learning-based models
Innovate novel methods to improve detection accuracy and processing speed, particularly for edge devices and real-time field robotics systems
Drive the design and implementation of scalable data processing and annotation pipelines in collaboration with systems software engineers
Take a leading role in the development and deployment of new features for enhancing models

Our take

The global farming market is rigorously growing to keep up with demand. Blue River Technology is a farming equipment maker using computer vision, machine learning, robotics and product management to develop machines that optimize chemical usage and reimagining routine processes within farming.

Acquired by one of the largest names in agriculture - John Deere - Blue River commits to remaining independent in ways of working and culture. The company is also stepping into new-world territory working with AI to combat invasive weeds and other large-scale farming issues.

It’s impressive what has been developed by Blue River Technology for an industry that is so heavily relied upon, yet has been slower to digitize. It will be exciting to see how the company develops its idea of autonomous farming into the future picture of the industry.

Kirsty

Company Specialist at Welcome to the Jungle

Insights

Top investors

15% employee growth in 12 months

Glassdoor (3.8)

Company

Funding (last 2 of 3 rounds)

Dec 2015

$17m

SERIES B

Mar 2014

$10m

SERIES A

Total funding: $30.1m

Company HQ

Santa Clara, CA

Leadership

Willy Pell

(CEO)

Willy joined Blue River Technology in 2012 as a Senior Director of Autonomous Systems, they then became the VP of Autonomy and New Ventures in 2021 and CEO in 2023.

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