Matrix Design Group LLC · 1 month ago
Senior Computer Vision Engineer
Newburgh, IN
Full-time
Onsite
Senior Level
7+ years expMatrix Design Group LLC is a company that designs, manufactures, and sells innovative technological products aimed at keeping people safe. They are seeking a Senior Computer Vision Engineer to develop vision-based artificial intelligence algorithms, working closely with software engineers and project managers in a collaborative environment.
ElectronicsMiningVirtual Reality
No H1B
Responsibilities
Prepare customer-facing presentations for custom model deployments
Implement CI/CD pipelines for models, data, and source code
Work with product and project managers to ensure that projects proceed on time and on budget
Work with other engineers to develop a working understanding of how the AI is developing
Document process steps to ensure reasonable human oversight
Work with other engineers to monitor changes in development and implement transfer learning and knowledge distillation between iterative machine learning models
Mentor junior engineers and interns
Participate in code reviews and sprint planning
Understand and apply best practices for object detection modeling
Understand and apply TensorFlow, PyTorch, and ONNX core concepts
Understand and apply hardware accelerator compilation and execution
Understand and apply Jupyter Notebooks/Google Colab concepts
Understand and apply source control best practices for machine learning, ETL, and data annotation pipelines
Qualification
Required
All applicants must be able to provide proof of eligibility to work in the United States
Employment is contingent upon the successful completion of the I-9 form, as required by federal law
Candidates will be required to undergo an employment verification process before beginning work
Bachelor's degree in a related field, such as computer science, software engineering or data science, is recommended
7+ years of experience in the ML space
An expert-level understanding of Python with a focus on ML framework such as TensorFlow or PyTorch
Proficient with state-of-the-art object detection algorithms such as YOLO, DETR, and DINO
Experience with containerization technologies such as Docker, Kubernetes, etc
Experience developing software using one or more of the following languages (C/C++, C#, Python)
Experience with Linux and/or Windows OS
Experience with model, container, and package registries
Experience with ML tools such as DVC, MLFlow, Lake FS, Label Studio, Azure ML, Azure AI Foundry
Experience with SQL databases, vector embeddings, and vector databases such as Milvus, pgvector, Pinecone, Chroma, etc
Experience with multimodal models such as CLIP, GPT-4V, Llama
Experience with classical CV algorithms such as Canny Edge Detector, SIFT, RANSAC, Optical Flow, SLAM, etc
Strong understanding of source control concepts and CI/CD pipelines
Must have strong communication, computer, documentation, presentation, and interpersonal skills
Preferred
Master's degree in Artificial Intelligence a plus
Benefits
First day coverage of all benefits - no waiting period
Premium free medical, dental and vision insurance – working spouse must take single major medical at their place of employment if offered
On-site health clinic
Basic Life (2x annual base salary at no cost)
Optional Life and Accidental Death and Dismemberment (AD&D) insurance
Short-Term and Long-Term Disability insurance (no cost)
401(k) Plan with up to an 8% company match
FSA for Health Care and Dependent Care
10 Paid annual holidays plus vacation time
Educational Reimbursement Program
Scholarship Program
Optional Gym Membership
ESports Room
Company
Matrix Design Group LLC
Matrix Design Group (Matrix) is the safety and productivity technology leader for industrial applications where people and mobile equipment work in close proximity.
201-500 employees
Funding
Current Stage
Growth StageRecent News
2025-02-25
Business Journals
2022-05-10
Company data provided by crunchbase