Senior Computer Vision EngineerMatrix Design Group • Indiana, Pennsylvania, United States

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Senior Computer Vision Engineer

Matrix Design Group

Indiana, Pennsylvania, United States

Indiana, Pennsylvania, United States

Jetzt Bewerben

Über

Matrix designs, manufactures, and sells innovative technological products that help keep people safe. Originally focused on the underground coal mining industry, Matrix has expanded into new industrial markets in the United States and globally. We are currently seeking a Senior Computer Vision Engineer. The Senior Computer Vision Engineer will work closely with software engineers, as well as project and product managers, to develop robust vision-based artificial intelligence algorithms. In this role, the engineer's enthusiasm and expertise in computer vision engineering will be directed toward designing safe and effective computer vision solutions. This position is based in a collaborative, team-oriented environment at the company's main office in Newburgh, IN, and is not open to remote work arrangements. This position works in a team environment at our office in Newburgh, IN. This is not a remote position. This position reports to the Manager of Software Systems. Duties and 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 Qualifications & Competencies Employment Eligibility & Verification 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. Additionally, candidates will be required to undergo an employment verification process before beginning work. Please note that we do not offer sponsorship for work authorization (e.g., H-1B, TN, or other visas) at this time. Education: Bachelor’s degree in a related field, such as computer science, software engineering or data science, is recommended. Master’s degree in Artificial Intelligence a plus. 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 Working Conditions Daily Job duties will consist of office, lab, and desk work with occasional field testing required. Candidate may be required to work underground, but on an infrequent basis. While performing the duties of this job, the employee is regularly exposed to work near large moving machinery. Customer operations may contain airborne particles and allergens. Matrix employees are furnished and required to wear safety gear such as hard hats, steel toe shoes, reflective clothing, earplugs, and safety glasses. Occasional travel and ability to work various shifts as required by customer. Physical Requirements The employee is occasionally required to stand, walk and stoop, or crouch. The employee may need to lift and/or move up to 10 pounds. Specific vision abilities required by this job include close vision, distance vision, color vision, peripheral vision, depth perception and ability to adjust focus. Physical Demands: The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions. 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 #LI-Onsite
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Indiana, Pennsylvania, United States

Sprachkenntnisse

English

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