Intermediate Machine Learning Developer

Intermediate Machine Learning Developer
Weir Motion Metrics
Vancouver, BC Canada (Hybrid)

Purpose of Role:

We are looking for a Machine Learning Developer who is passionate about solving challenging computer vision and machine learning problems in collaboration with other data scientists and developers. AI team members will be involved in various stages of algorithm development from research to production, which includes AI model development for embedded, edge and cloud environments.

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.

• Safety First: Demonstrate 100% commitment to our zero harm behaviors in support of our drive towards developing a world class safety culture.

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 (WMM) is a Canadian mining technology division that enables a new generation of safe, smart, and sustainable mining based in Vancouver, B.C. Serving the mining market since 1999, then joining Weir in 2021, Motion Metrics is proud to be Weir’s first-ever center of excellence for artificial intelligence and machine vision technology.

Founded in 1871, Weir is a world leading engineering business with a purpose to make mining operations smarter, more efficient and sustainable. Thanks to Weir’s technology, our customers can produce essential metals and minerals using less energy, water and waste at lower cost. With the increasing need for metals and minerals for climate change solutions, Weir colleagues are playing their part in powering a low carbon future.

Weir is committed to an inclusive and diverse workplace. We are an equal opportunity employer and do not discriminate on the basis of race, national origin, gender, gender identity, sexual orientation, veteran status, disability, age, or any other legally protected status.