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Machine Learning Engineer
1 month ago
Unlock the Power of Machine Learning
Weir Motion Metrics is seeking a highly skilled Machine Learning Developer 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 to drive business growth and innovation.
About the Role:
You will work closely with cross-functional teams to define project requirements and deliver solutions that meet business goals. Your expertise in machine learning data structures and modeling, software architecture, libraries, and frameworks will enable you to create ML models that accomplish outlined goals.
Key Responsibilities:
- Design and implement machine learning algorithms based on runtime system requirements and constraints.
- Collect, preprocess, and sanity-check large image datasets to ensure data quality and suitability for model training.
- Break down, implement, and supervise machine learning development lifecycle for assigned projects.
- Conduct code reviews and collaborate with software/hardware/cloud teams to deliver production-grade code/algorithm.
- Collaborate with 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.
Requirements:
- Master's Degree or higher in Computer Science or a related technology/engineering field.
- 3+ years of hands-on experience in developing and implementing machine learning models and algorithms.
- In-depth knowledge of machine learning data structures and modeling, software architecture, libraries, and frameworks.
- Solid understanding of statistical learning algorithms, including supervised, unsupervised, and transfer learning.
- 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.
About Weir:
Weir is a world-leading engineering business with a purpose to make mining operations smarter, more efficient, and sustainable. Our technology enables our customers to produce essential metals and minerals using less energy, water, and waste at lower cost. 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, including 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.
