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Senior AI Vision Expert
2 weeks ago
Enhance Your Career with a Senior Machine Learning Engineer Position
Job DescriptionWe are seeking an experienced Senior Machine Learning Engineer to contribute to the development of advanced computer vision algorithms focused on item authentication and fingerprinting.
In this role, you will drive the research, development, and deployment of state-of-the-art algorithms and models aimed at accurately determining the authenticity of items and assigning unique digital identities through image analysis.
Key Responsibilities:
- Define the technical roadmap for computer vision projects, aligning with business objectives and customer needs.
- Mentor junior engineers, providing technical guidance and fostering a culture of collaboration, innovation, and excellence.
- Design and develop cutting-edge computer vision models and algorithms for item authentication, fingerprinting, high-quality image capture, and related applications.
- Lead innovation by staying ahead of trends in computer vision and machine learning, introducing novel techniques to improve model performance and scalability.
- Oversee the deployment of machine learning models in production, ensuring robustness, efficiency, and seamless integration into systems.
- Optimize algorithms for edge device deployment, focusing on latency, accuracy, and power consumption.
- Collaborate with internal and external stakeholders to understand product requirements, define project scopes, and deliver actionable solutions.
Requirements:
- Bachelor's or Master's degree in Computer Science, Physics, Electronics, or a related field.
- 4-7 years of experience in computer vision and machine learning development.
- Proficient in both traditional CV techniques and deep learning methodologies.
- Advanced knowledge of Python and C++, with expertise in frameworks such as PyTorch, HuggingFace, OpenCV, and CUDA.
- Extensive experience in designing, training, and deploying CV models at scale, including distributed training and inference pipelines.
- Expertise in API design and deployment for ML model services.
- Mathematical Proficiency: Strong foundation in probability, statistics, optimization, linear algebra, and geometry.
- EdgeML Experience: Skilled in deploying and optimizing models for iOS devices.
- Collaboration & Communication: Ability to articulate technical concepts and collaborate in cross-functional teams.
- Ownership & Drive: A proactive approach, high degree of ownership, and eagerness to tackle complex challenges.
What We Offer:
- Market competitive compensation structure.
- Flexible work arrangement.
- Generous time away, including company holidays, paid time off, sick time, parental leave, and more.
- Rich medical benefits and insurance coverage.
- The agency to innovate and directly impact product features and customer experiences.
- Opportunity to be part of the core team in a growing setup.
- Opportunities to publish research, contribute to patents, and further develop CVML and edgeML expertise.