Machine Learning Research Scientist Jobs in British Columbia

Responsibilities - What You'II Do

• Good communication and teamwork skills, be passionate about learning new techniques and taking on challenging problems

• Experience in trust and safety area is a plus

• Work with team members to design next generation CV/NLP/Audio multimodality models

• Work with engineering teams to implement model pipeline and deploy the service at scale

• Collaborate with product team to define objectives and improve trust and safety strategy

PhD in Machine Learning, Computer Science, Applied Math, or equivalent work experience in ML

4+ years' experience implementing a variety of ML methods with a focus in a specialization such as computer vision or robotics

2+ years' experience implementing and deploying (dexterous) robotic manipulation tasks in simulation and on physical robots

Experience in simulation-to-reality transfer learning

Experience taking ML R&D and trained models into production

Hands-on experience integrating ML models onto a robotics platform

We offer a comprehensive benefits package including health, dental, vision, including Mental Health coverage, to support you and your family

3+ years of industry experience in machine learning or related field

Experience with unsupervised learning techniques such as autoencoders, generative models, and contrastive learning

Experience with label noise mitigation techniques, such as co-teaching or mentor-guided learning

Experience with diffusion denoising techniques

Strong programming skills in Python and proficiency with popular machine learning libraries such as PyTorch or TensorFlow