Senior Machine Learning Engineer

2 months ago

Saskatoon, Saskatchewan, Canada The Learning Experience #328 Full time
Senior Machine Learning Engineer

We are seeking a highly skilled Senior Machine Learning Engineer to lead the development and implementation of our machine learning models.

Key Responsibilities:
  • Design, develop, and deploy machine learning models and algorithms.
  • Analyze and preprocess large datasets to create high-quality training data.
  • Develop, implement, and optimize machine learning algorithms to solve complex problems.
  • Collaborate with cross-functional teams to integrate machine learning models into production systems.
  • Evaluate and compare model performance using various metrics and improve model accuracy and reliability.
  • Conduct code reviews, provide mentorship, and guide junior engineers in best practices.
  • Stay current with the latest advancements in machine learning technology and industry best practices.
Requirements:
  • Bachelor's or master's degree in Computer Science, Engineering, Mathematics, or a related field.
  • At least 5 years of working experience in computer vision, deep learning, machine learning, or AI methodologies.
  • A minimum of 3 years of hands-on experience developing machine learning models.
  • Proficiency in Python, TensorFlow, PyTorch, and/or other ML languages and frameworks.
  • Strong understanding of machine learning algorithms, statistical methods, and data processing techniques.
  • Experience with big data technologies such as Hadoop, Spark, and cloud platforms.
  • Knowledge of deep learning techniques and applications.
  • Experience with computer vision and natural language processing (NLP).
  • Experience with geospatial data and geographic information systems (GIS).

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