Machine Learning Engineer

4 hours ago

Vancouver, British Columbia, Canada Acceler8 Talent Full time
Acceler8 Talent: Robotics Machine Learning Engineer Opportunity

We are seeking a highly skilled Machine Learning Engineer to contribute to our team of seasoned engineers, researchers, and scientists. As a Machine Learning Engineer, you will be responsible for designing, developing, and deploying innovative algorithms and models to address complex business challenges.

Key Responsibilities:
  • Collaborate with cross-functional teams to identify opportunities for applying machine learning techniques to complex problems
  • Design, develop, and deploy machine learning models and algorithms to address specific business needs and challenges
  • Implement scalable and efficient software solutions to integrate machine learning models into production systems
  • Conduct thorough testing and validation of machine learning models to ensure robustness and reliability
  • Stay updated on the latest developments in machine learning and communicate promising research directions to the team
  • Provide technical guidance and mentorship to junior team members
Requirements:
  • A Master's degree or Ph.D. in Computer Science, Engineering, Mathematics, or a related field
  • 3+ years of demonstrated experience with a variety of ML methods, focusing on areas such as dexterous manipulation, computer vision for robotics, or natural language processing
  • 4+ years of experience in software engineering, with a focus on developing and deploying production-grade applications
  • Working experience with ROS2, parallel computing technologies (e.g., CUDA, OpenMP), and machine learning frameworks (e.g., TensorFlow, PyTorch)
  • Experience taking ML models to production and hands-on experience with cloud platforms (e.g., AWS, Azure) is a plus
  • Publications in leading AI, ML, or robotics conferences are highly desirable
Preferred Skills:
  • Strong proficiency in Python or C++
  • Extensive knowledge of machine learning techniques and algorithms, including supervised and unsupervised learning, deep learning, reinforcement learning, and natural language processing
  • Working knowledge of PyTorch and/or TensorFlow
  • Excellent problem-solving skills and the ability to work effectively in a fast-paced, collaborative environment
  • Strong communication skills and the ability to convey complex technical concepts to non-technical stakeholders
What We Offer:
  • Medical/Dental/Vision Coverage
  • Life Insurance and Wellness Programs
  • Stock Options
  • Paid Time Off: 3 weeks of vacation annually, paid statutory holidays, sick leave, and parental leave
  • Scheduling and worksite flexibility based on role

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