Senior Machine Learning Engineer

2 days ago

Toronto, Ontario, Canada Ocado Logistics Full time

About the Role

We are seeking a highly skilled Senior Machine Learning Developer to join our Software Product Engineering team at Ocado Logistics. As a key member of our team, you will be responsible for designing, adapting, and maintaining machine vision deep learning solutions that integrate with complex hardware components within robotic pick-and-place systems.

Key Responsibilities

  • Design and develop machine learning models that meet the requirements of our robotic pick-and-place systems
  • Collaborate with cross-functional teams, including roboticists, software developers, hardware engineers, and quality assurance to ensure seamless integration and deployment of machine learning solutions
  • Develop and maintain robust software platforms that support machine learning models and integrate with complex hardware components
  • Conduct thorough testing and validation of machine learning solutions to ensure accuracy, reliability, and performance
  • Work closely with product managers and support experts to identify and prioritize product needs and requirements

Requirements

  • 5 or more years of professional experience in machine learning frameworks/libraries, data pre-processing, feature engineering, model training/tuning/evaluation, A/B experimentation, large-scale data analysis/visualisation platforms, and deploying solutions on both edge and cloud-native architectures
  • Advanced level comprehension of the mathematical, probabilistic, and statistical underpinnings of machine learning algorithms
  • Active awareness of the latest developments in applied machine learning and excitement in discovering innovative solutions to improve product capabilities
  • Capacity to tackle varied challenges and adaptable to changing priorities, balancing a long-term mission with short-term requirements
  • Ability to motivate, grow, and mentor other team members, interns, and peers
  • Value collaborative over individual ways of working and are comfortable being challenged by others

Technical Skills

  • Ability to develop Python code that is clear, efficient, and maintainable within time and resource constraints on Linux
  • Complete familiarity with modern software development processes such as design documentation, code reviews, CI/CD, testing, project management workflow, and source control conventions
  • Excellent analytical, problem-solving, communication, and organisation skills
  • Bachelor's degree in Computer Science or equivalent experience

Bonus Qualifications

  • Additional breadth or depth of experience in programming languages and paradigms. We use Go and C++ and trust you can learn what you need
  • Proficiency in Tensorflow or PyTorch and NumPy or pandas
  • Can learn fast, and are flexible working with different problem domains and projects
  • Background in robotic manipulation, simulations, full-stack & API development, machine vision, and deep learning

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