[Remote] Senior Machine Learning Engineer - Computer Vision at OpenTeams

Miramar, Florida, United States

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Not SpecifiedCompensation

N/AExperience Level

N/AJob Type

Not SpecifiedVisa

N/AIndustries

Requirements

Strong experience deploying, managing, and monitoring object detection models in production environments
Proficiency in Python and computer vision frameworks (PyTorch, TensorFlow, YOLO, Detectron2, etc.)
Understanding of object detection architectures (YOLO, Faster R-CNN, RetinaNet, DETR, etc.) and their trade-offs
Experience owning computer vision systems or products and understanding of the detection model lifecycle
Technical leadership experience or demonstrated leadership potential, especially in guiding teams and collaborative technical projects
Experience with image preprocessing, data augmentation, and annotation workflows for object detection
Experience optimizing detection models for inference speed and accuracy
Strong written and verbal communication skills and ability to collaborate effectively across multidisciplinary teams

Responsibilities

Guide the design, development, and deployment of scalable, robust, and efficient object detection systems, from data annotation and model training to inference serving and monitoring
Develop and implement comprehensive monitoring frameworks to track object detection model performance, identify accuracy degradation and inference bottlenecks, and ensure optimal performance in production environments
Collaborate closely with Data Scientists, Computer Vision Researchers, Infrastructure teams, and clients to translate complex detection requirements into robust and impactful ML solutions
Optimize object detection pipelines for accuracy, speed, and resource efficiency across diverse deployment scenarios (cloud, edge, specialized hardware)
Mentor and support other engineers on the team, fostering their professional growth and promoting a culture of technical excellence, knowledge sharing, and continuous learning
Maintain clear and thorough documentation to support knowledge sharing and future development
Design scalable model serving solutions for both custom-trained detection models and foundation vision models

Skills

OpenTeams

Open source support and consulting services

About OpenTeams

OpenTeams provides support and services for open source technologies, specializing in over 680 different tools. Their offerings include strategy and consulting, custom development, integration, migration, and round-the-clock support. The company caters to a wide range of industries, including Machine Learning Operations, Cloud Optimization, Data Science, and High-Performance Systems. OpenTeams differentiates itself by focusing on tailored solutions that address specific client challenges, ensuring effective use of open source technologies. The goal of OpenTeams is to empower clients to create high-quality software with reliable open source support.

Austin, TexasHeadquarters

2019Year Founded

$3MTotal Funding

DEBTCompany Stage

Consulting, Enterprise Software, AI & Machine LearningIndustries

11-50Employees

Risks

Increased competition may dilute OpenTeams' market share.

Rapid AI evolution may outpace OpenTeams' support capabilities.

Economic downturns could impact OpenTeams' financing and client contracts.

Differentiation

OpenTeams specializes in over 680 open source technologies, offering diverse services.

The company connects open source contributors with organizations for funding opportunities.

OpenTeams provides 24/7 support through a network of Open Source Architects.

Upsides

Growing demand for open source support services boosts OpenTeams' market potential.

Interest in AI and machine learning increases demand for OpenTeams' specialized tools.

Digital transformation trends enhance investment in OpenTeams' data science expertise.

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