Sr. Data Scientist

 

Description:

This position is based in Vancouver, where our headquarters are located, and will require occasional in-person days for team meetings or social events.

Responsibilities:

  • Experiment with various machine learning algorithms and techniques to identify the most suitable ones for given tasks.
  • Conduct and validate model performance through comprehensive evaluation metrics.
  • Analyze large datasets to extract actionable insights and trends.
  • Implement machine learning models into production environments ensuring scalability and reliability.
  • Monitor and maintain the performance of deployed models, making updates and improvements as necessary.
  • Work closely with data engineer and Principal ML engineer.
  • Stay updated with the latest advancements in machine learning, AI, and data science.

Skills / Requirements:

  • Bachelor’s or Master’s degree in Computer Science, Data Science, Machine Learning, Statistics, or a related field.
  • 3+ years’ experience in implementing scalable ML systems into production environment.
  • Experience in all parts of the lifecycle of ML projects, including initial conceptualization, data handling, model development, and deployment.
  • Proficiency in programming languages including Python.
  • Experience with machine learning frameworks and libraries such as TensorFlow, PyTorch, Scikit-Learn, etc.
  • Experience developing python APIs using tools such as FastAPI.
  • Knowledge of database technologies (SQL, MongoDB, Databricks) and data pipeline tools.
  • Familiar with ML CI/CD pipelines for development, testing, versioning, and task automation.
  • Familiar with cloud platforms (AWS, GCP, Azure) and containerization (Docker, Kubernetes).
  • Experience building an enterprise class business automation solution a plus.
  • Experience working in a SaaS environment a plus.
  • Stay updated with the latest advancements in machine learning, AI, and data science.

Organization Conexiom
Industry IT / Telecom / Software Jobs
Occupational Category Data Scientist
Job Location Vancouver,Canada
Shift Type Morning
Job Type Full Time
Gender No Preference
Career Level Intermediate
Experience 3 Years
Posted at 2024-08-13 6:20 am
Expires on 2024-12-05