Senior Machine Learning Operations Engineer, Blue River Technology
$133-238k
Plus bonus
Office located in Santa Clara, CA
Agriculture machinery company
Job no longer available
Agriculture machinery company
201-500 employees
Job no longer available
$133-238k
Plus bonus
Office located in Santa Clara, CA
201-500 employees
Company mission
To create intelligent machinery that solves monumental challenges for our customers.
Role
Who you are
- This is an impact opportunity for a problem-solver who is capable of exhibiting deftness to handle multiple simultaneously competing priorities and deliver solutions in a timely manner
- You like to automate anything you do and you document it for the benefit of others
- The candidate should be adept at prioritizing multiple issues and have strong expertise in troubleshooting complex production issues
- 5 or more years of professional experience in MLOps, Data Engineering, software engineering, or a related field
- Experience designing and building MLOps infrastructure, including data pipelines, model training and deployment systems, and monitoring and management tools
- Experience in supporting highly scalable data systems and services written in Python
- Familiarity with Kubernetes container orchestration, microservices, and cloud platforms such as AWS, GCP, or Azure
- Have a passion for automation by creating tools using Python
- Bachelor's Degree or higher in Computer Science, Math, or other quantitative field
- Preferred Experience and Skills
- Experience with Cloud workflow platforms such as Kubeflow, MLflow, airflow, etc
- Prior background with AWS services and the Databricks platform
- Experience building ETL workflows and Data Warehouse solutions
- Familiarity with ML Frameworks such as TensorFlow, PyTorch, and harnessing GPUs for distributed model training
- Experience in Infrastructure templating tools like Terraform or CloudFormation
- Strong communication skills and ability to work effectively across multiple technical teams
What the job involves
- Our machine learning platform helps manage the various components of the ML application development life cycle, starting from data ingestion, annotation, and exploration, to model training, deployment, and monitoring
- All of these components are interdisciplinary, so you will be working closely with roboticists, ML researchers, and Safety & Perception teams
- Lead the design, development, and implementation of on-premise and cloud MLOps solutions that support the delivery of machine learning models
- Work with stakeholders across the organization to understand their machine learning needs and requirements, and to develop MLOps solutions that meet those needs
- Guide to improve the stability, security, efficiency, and scalability of systems
- Collaborate with MLE, data engineers, and software engineers to build scalable and efficient data pipelines and model training and deployment systems
- Develop and maintain monitoring and management tools to ensure the reliability and performance of our on-premises MLOps infrastructure
- Drive automation initiatives for model deployment and infrastructure provisioning
- Stay up-to-date with the latest trends and technologies in MLOps, LLMOps, machine learning, and artificial intelligence, and share your knowledge with the team to help us stay at the forefront of the field
- Create and maintain comprehensive documentation for ML Ops processes, configurations, and best practices
- Mentor junior members of the team and help them grow their skills and expertise in MLOps
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
15% employee growth in 12 months
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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