CV/ML Engineer

Arena Club - Los Angeles, CA

Full-time - Mid Level

Los Angeles, CA

Food Services and Drinking Places

About the position

Arena Club is looking for a highly skilled Machine Learning Engineer specializing in Computer Vision to join their innovative team. This role involves designing, implementing, and optimizing machine learning algorithms to enhance the digital marketplace for sports cards and memorabilia. The position offers a unique opportunity to work on cutting-edge solutions and contribute significantly to the company's growth.

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 machine 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, Google Cloud Platform, Azure, Databricks).
• Basic knowledge and experience with OpenCV.
• Strong problem-solving skills and the ability to think critically and creatively.

Nice-to-haves

• Experience working at a startup.
• Experience with MLFlow.
• 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.