Staff Machine Learning & Computer Vision Engineer
Dandy$232,500 - $258,800/year
Full Time
Senior (5 to 8 years)
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Artificial Intelligence, Software, AI & Machine LearningIndustries
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
Key technologies and capabilities for this role
Questions & Answers
Common questions about this position
Is this position remote?
Yes, the position is remote within the U.S.
What are the required skills for this Senior Machine Learning Engineer role?
The role requires experience in computer vision, particularly building and deploying object detection systems in production, robust software engineering, optimizing pipelines for accuracy and efficiency, and developing monitoring frameworks.
What is the company culture like at OpenTeams?
OpenTeams values freedom, teamwork, accountability, and uncompromising quality, with an open-source ethos emphasizing trust, diverse perspectives, unconventional backgrounds, knowledge sharing, and continuous learning.
What work authorization is required?
Candidates must be authorized to work in the United States.
What tips can help me stand out as a candidate?
Apply even if you don't meet every qualification, as the company values diverse perspectives and unconventional backgrounds; highlight your experience in production object detection, software engineering, and collaboration across teams.
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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