Machine Learning Engineer • Senior

Who you are

You have over 6 years of experience in software development, with a strong focus on building large-scale distributed data processing systems or machine learning infrastructure. Your expertise includes natural language processing, computer vision, recommendation systems, and ranking systems. You possess a solid understanding of machine learning concepts and are proficient in Python, allowing you to effectively contribute to the development of AI models. Your communication skills enable you to coordinate with various stakeholders and manage requirements seamlessly.

You have experience leading data or ML engineering tasks and managing teams, showcasing your ability to drive projects to completion. Familiarity with frameworks such as PyTorch, TensorFlow, and JAX is essential, as you will be directly involved in exporting models. Your English communication skills are strong, facilitating collaboration with international team members. You also have a deep understanding of optimization techniques and experience with large-scale GPU management and HPC tools, particularly in distributed training environments.

Desirable

Experience in managing data or ML engineering teams is a plus, as is a background in optimizing machine learning models. Familiarity with tools like Ray, DeepSpeed, and FFmpeg will be beneficial in this role. You are eager to learn and grow, embracing challenges and feedback as opportunities for improvement.

What you'll do

As a Senior Machine Learning Engineer at TwelveLabs, you will be responsible for developing cutting-edge AI models that process vast amounts of video data. You will collaborate with cross-functional teams to design and implement machine learning solutions that enhance video search, analysis, and insights. Your role will involve optimizing existing models and ensuring they meet the high standards required for real-time applications in various industries, including sports and broadcasting.

You will lead the development of scalable machine learning pipelines, ensuring that they are efficient and robust. Your expertise will guide the team in best practices for model training and deployment, and you will mentor junior engineers, fostering a culture of continuous learning and improvement. You will also engage with stakeholders to gather requirements and translate them into technical specifications, ensuring alignment with business objectives.

What we offer

At TwelveLabs, you will be part of a global team that values autonomy and collaboration. We provide a hybrid work environment that allows for flexibility while maintaining strong team dynamics. Each employee receives a MacBook and a budget for home office equipment, ensuring you have the tools you need to succeed. We also offer a monthly allowance for meals and transportation, along with a snack bar in the office.

Our commitment to employee well-being includes a two-week winter break and annual health check-ups. We support your professional development with English language training programs and encourage you to apply even if your experience doesn't match every requirement. Join us at TwelveLabs and contribute to shaping the future of video understanding AI.