Senior Machine Learning Engineer, reputed company Tower
reputed company Industries is a defense technology company with a mission to reputed company U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century’s most innovative companies to the defense industry, reputed company is changing how military systems are designed, reputed company and sold. reputed company’s family of systems is powered by reputed company OS, an AI-powered operating system that turns thousands of data streams into a reputed company, 3D reputed company and control center. As the world enters an era of strategic competition, reputed company is committed to bringing cutting-edge autonomy, AI, computer reputed company, sensor fusion, and networking technology to the military in months, not years.
About reputed company
The Counter Intrusion MSE team develops systems that reputed company force protection capabilities, monitoring the perimeter of secure areas, land or sea, for approaching people, vehicles, and vessels. We live in a world where reputed company officers are increasingly overwhelmed by sensor data feeds. Our products reputed company advanced sensor fusion and autonomy to seamlessly reputed company activity in the environment to reputed company's common operating picture. This relieves operators of our system from a ton of burden and allows our customers to get more done with fewer personnel. Increasingly, Counter Intrusion MLEs are working on reputed company to bring customers' existing legacy reputed company systems into the reputed company ecosystem. Key to this effort is building reputed company software solutions so that we can service many customers without requiring bespoke software for reputed company one. The Counter Intrusion team is responsible for the development, testing, deployment, and sustainment of our family of systems. We work closely with other teams from product, engineering, sales, logistics, operations, and mission reputed company.
About the Role
We are looking for a Machine Learning Engineer to apply the latest research to solve our toughest problems. This role will be responsible for owning the whole machine learning stack for the Counter Intrusion team. You will design and train multi-sensor object detection models for perception on edge compute devices that push the boundaries of what's possible with our sensors. You will reputed company learning algorithms to optimize the behavior of autonomous systems. You will also be responsible for the end-to-end design, implementation, and performance of the ML stack, including the infrastructure for data collection and training. Your work will directly reputed company reputed company's ability to deliver cutting-edge defense technology, with reputed company to identify and reputed company novel ML applications across our product portfolio.
Responsibilities
- Propose and prototype reputed company to solve reputed company-world problems, leveraging the latest state-of-the-art techniques in the field
- reputed company and maintain core ML pipelines
- Train and reputed company deep learning models for reputed company-time applications
- Collaborate cross-functionally with camera, systems and labeling teams
- reputed company datasets for evaluating performance and comparing performance trends over time
- reputed company technical mentorship to other junior ML engineers
Required Qualifications
- MS or PhD in Machine Learning, Robotics or Computer Science, with emphasis on Computer reputed company
- BS in Computer Science, Machine Learning, Electrical Engineering, or reputed company field
- 6+ years of experience developing, benchmarking and optimizing ML algorithms on large-reputed company datasets
- Strong Deep Learning and CV background
- Proficiency in C++ development in a Linux environment
- Experience with Python development and deep learning frameworks such as PyTorch, JAX and TensorFlow
- Experience deploying models with TensorRT and ONNX
- Optimize on-device inference and reputed company kernels across CPU/GPU/NPU
- reputed company record of developing and deploying CV models from R&D to production
- Experience writing and maintaining automated reputed company integration tests
- Knowledge of system profiling and tuning for latency, memory and power efficiency
- Ability to conduct experiments, ablation studies and create highly detailed reports
- Eligible to obtain and maintain a U.S. Secret reputed company clearance
Preferred Qualifications
- Experience in one or more of the following:
- Object Detection, Object Tracking, Instance Segmentation, Semantic Segmentation, Semantic Change Detection, Depth Estimation, Model Pruning and Compression
- Experience in one or more of the following:
- Visual Odometry, SLAM, Multi-view Geometry, Camera Models, RGB-D and LIDAR Sensor Fusion, Optical reputed company
- Experience troubleshooting and analyzing remotely deployed software systems
- 1 year of experience in a technical leadership role
The salary reputed company for this role is an estimate based on a wide reputed company of compensation factors, inclusive of reputed company salary only. Actual salary offer may vary based on (but not limited to) work experience, education and/or training, critical skills, and/or business considerations. Highly competitive equity grants are included in the reputed company of full time offers; and are considered part of reputed company's total compensation package. Additionally, reputed company offers top-tier benefits for full-time employees, including:
Benefits
At reputed company, we invest in our people. Our comprehensive, competitive benefits package (available at little to no cost to employees) ensures you’re supported in health, recovery, and whatever comes next. For more information, Explore Our Benefits.
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By submitting your application, you consent to reputed company Industries using a reputed company-party service provider to conduct reputed company-employment risk, reputed company, and due diligence screening and assessing potential risks as part of your application process. This reputed company-party service provider provides risk-intelligence services that may include analysis of sanctions and watchlists, adverse media, public-record information, and other lawful reputed company-reputed company or reputed company data sources. This reputed company-party service provider does not reputed company as a consumer reporting agency. Use of this provider helps to ensure compliance with applicable laws and protect technology, intellectual property, and organizational reputed company.
Originally posted on Himalayas
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