Senior Machine Learning/MLOps Engineer
6 days ago
BlueWing Ventures, LLC. is a cutting-edge technology company that specializes in developing innovative solutions for the defense industry. Our mission is to transform the way military systems are designed, built, and sold by leveraging advanced technology and expertise.
Job SummaryWe are seeking a highly skilled Senior Machine Learning/MLOps Engineer to join our team. As a key member of our engineering team, you will be responsible for leading the design, development, and deployment of machine learning models for perception and data pipelines for autonomous systems.
Key Responsibilities- Lead the Design and Development of Machine Learning Models
- Develop and implement machine learning models for perception and data pipelines for autonomous systems
- Collaborate with cross-functional teams to ensure effective system integration and testing
- Manage the Machine Learning Lifecycle
- Manage model selection, training, validation, evaluation, deployment, and regression testing
- Develop tools and processes for machine learning in a classified environment
- Collaborate with Cross-Functional Teams
- Collaborate with software engineers, mechanical engineers, and systems engineers to ensure effective system integration and testing
- Manage Training Data Sourcing and Integration
- Manage training data sourcing and integration, and quality
- Bachelor's Degree in Robotics, Mechatronics, Computer Science, Engineering, or a Relevant Field
- Experience in a Senior Role with the Delivery of a Production-Grade Software System with a Mature Machine Learning Component
- Experience with the Design, Implementation, and Maintenance of ML Operations
- Ability to Collaborate with Data Scientists and Stakeholders
- Experience with the Delivery of Computer Vision Capabilities
- Capacity to Work Holistically on Machine Learning-Enabled Capabilities
- Ability to Obtain and Maintain an Australian Government Security Clearance
- Experience with the Delivery of Capability with a Public Sector Customer
- Experience with Workflow Management Tools
- Experience with Deep Learning Frameworks
- Experience with Edge ML Applications
- Experience with Inference Engines
- Proficiency in Data Management and Traceability Techniques
We are an equal-opportunity employer, and we encourage candidates from all backgrounds to apply. If you are someone passionate about working on problems that have real impact, we want to hear from you.
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