Senior Machine Learning Engineer
4 weeks ago
Senior Machine Learning Engineer
Weir Motion Metrics is seeking a Senior Machine Learning Engineer to join our team in Vancouver, BC Canada. As a key member of our AI team, you will be responsible for designing, implementing, and optimizing proprietary machine learning algorithms based on runtime system requirements and constraints.
Key Responsibilities:
- Design, implement, and optimize proprietary machine learning algorithms based on runtime system requirements and constraints.
- Collect, sanity-check, and preprocess large image datasets to ensure data quality and suitability for model training.
- Breakdown, implement, and supervise machine learning development lifecycle for assigned projects.
- Conduct code reviews and work closely with the software/hardware/cloud teams to deliver production-grade code/algorithm.
- Collaborate with cross-functional teams, including data scientists, software engineers, and product managers, to define project requirements and deliver solutions that meet business goals.
- Take ownership of AI project development, including improvement roadmap and monitoring strategy.
Job Knowledge/Education and Qualifications:
- Master's Degree or higher in Computer Science or a related technology/engineering field.
- 3+ years of hands-on experience in developing and implementing and evaluating machine learning models and algorithms.
- In-depth knowledge of machine learning data structures and modeling, software architecture, libraries, and frameworks to create ML models that accomplish outlined goals.
- Solid understanding of statistical learning algorithms, including (self, semi) supervised, unsupervised, and transfer learning and computer vision algorithms.
- Proficiency in Python development and version control.
- Basic familiarity with object- and service-oriented design, containerization, and complexity analysis.
- Solid experience with TensorFlow, PyTorch, and OpenCV.
- Familiarity with image processing algorithms and Reinforcement Learning (RL).
- Strong analytical, communication, and presentation skills.
- Must be legally eligible to work in Canada without sponsorship.
Weir Motion Metrics is a Canadian mining technology division that enables a new generation of safe, smart, and sustainable mining. We are a global family of 11,000 uniquely talented people in over 60 countries, inspiring each other to do the best work of our lives.
Compensation:
Weir Motion Metrics/Weir ESCO is committed to fair and equitable compensation practices. Actual compensation packages are determined by several factors that are unique to each candidate, including but not limited to job-related skills, depth of experience, certifications, relevant education or training, and specific work location. Packages may vary by location due to differences in cost of living.
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