Senior Machine Learning Engineer
6 days ago
About the Company
Our client is revolutionizing the collectibles space with their innovative digital card show. Led by a 5x World Series Champion and serial entrepreneur, they have created an entirely digital marketplace that utilizes transparent authentication, grading, and vaulting to share and display cards in a personalized online showroom.
About the Role
We are seeking a highly skilled Senior Machine Learning Engineer specializing in Computer Vision to join our team. As a key contributor, you will design, implement, and optimize machine learning algorithms that enhance our platform. This role offers a unique opportunity to work on cutting-edge solutions and make significant contributions to the project and the company as we expand our digital marketplace.
Key Responsibilities
- Design, prototype, implement, evaluate, optimize, and monitor machine learning algorithms and software that can identify data points on trading cards.
- Build and maintain production ML pipelines on AWS.
- Migrate ML pipelines from on-premise machines to AWS.
- Build, test, deploy, and maintain production systems.
- Maintain and promote best practices for software development, including deployment processes, documentation, and coding standards.
- Contribute to technical and product discussions, and share knowledge and ideas with colleagues across the company.
Requirements
- 5+ years of experience in machine learning, data science, or related fields.
- 2+ years of experience with Computer Vision.
- Strong programming skills in Python or other relevant languages.
- Experience in dockerizing ML pipelines.
- In-depth knowledge of machine learning algorithms and techniques.
- Familiarity with popular machine learning frameworks, such as TensorFlow or PyTorch.
- Experience building machine learning pipelines on cloud platforms (AWS, GCP, Azure, Databricks).
- Basic knowledge and experience with OpenCV.
- Strong problem-solving skills and the ability to think critically and creatively.
Preferred Qualifications
- Experience working at a startup.
- Experience with ML Flow.
- Experience building and testing large-scale models using OpenCV.
- Ability to work effectively in a remote team environment and collaborate with engineers across various time zones.
Estimated Salary: $140,000 - $160,000 per year, depending on location and experience.
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