Machine Learning Engineer
Flawless, a leading AI company in Hollywood, is revolutionizing the film industry with its cutting-edge Gen AI film editing tools. Our goal is to empower filmmakers with innovative technology that enhances creativity, broadens storytelling possibilities, and delivers unparalleled visual and emotional experiences. We are at the forefront of ethical AI advancements, focusing on creating clean datasets and developing the Artistic Rights Treasury (A.R.T.) to protect artists and rights holders in the Entertainment industry.
Key Responsibilities:
- Develop flexible and scalable ML frameworks for prototyping and conducting robust experimentation on a large scale.
- Implement optimizations for Machine/Deep Learning systems, such as cost-effective orchestration, data and model quantization, and model parallelization.
- Collaborate closely with various teams including Science Producer, Applied Science, VFX, Product, and Engineering to successfully introduce new research technologies and Machine/Deep Learning systems.
Qualifications:
- Hold a Bachelor's or Master's Degree in Computer Vision, Machine Learning, or related fields.
- Possess a minimum of 2 years of relevant work experience.
- Strong communication skills and ability to collaborate effectively with team members and cross-functional teams.
- Proficiency in Python and object-oriented programming.
- Experience working with deep learning frameworks like PyTorch, TensorFlow, ONNX, etc.
- Familiarity with developing scalable ML pipelines for multimedia using tools such as AirFlow, Flyte, Kubeflow, or Prefect.
- Knowledge of cloud data storage technologies on AWS, Azure, or GCP.
- Understanding of software development best practices and version control systems.
Preferred Qualifications:
- PhD in Computer Science, Computer Vision, Machine Learning, or related fields.
- Experience in addressing cutting-edge computer vision challenges and translating solutions from research to product development.
- Demonstrated capability to deliver high-quality, production-level code in a collaborative environment.
- Minimum of 5 years of relevant work experience.
The annual salary for this position ranges from $160,000 to $180,000. The interview process consists of four rounds conducted over Zoom, where candidates get the opportunity to interact with various members of the Flawless team. At Flawless, we are dedicated to promoting an equal opportunity and inclusive work environment for all individuals to thrive and succeed. We are committed to offering fair employment opportunities regardless of various factors including race, color, religion, gender, sexual orientation, age, national origin, citizenship, marital status, disability, gender identity, or Veteran status. Applicants with criminal histories will also be considered in accordance with legal requirements. We provide constructive feedback to candidates even if an offer is not extended. Join us at Flawless as we innovatively shape the future of the entertainment industry. Apply now to be part of this exciting journey!