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Senior Data Scientist
Описание вакансии
Текст:
TL;DR
Senior Data Scientist: Developing advanced Machine Learning models to support analytics features in Cloud Infrastructure with an accent on cost efficiency and performance. Focus on predictive models for outage prevention, workload forecasting, and SLA compliance.
Location: Mississauga, Ontario, Canada
Company
is a proven innovator and industry leader for simplifying business mobility solutions by making them smarter, faster and more reliable.
What you will do
- Set the vision for the use of new and innovative data tools and technology.
- Develop advanced Machine Learning models to support analytics features in Cloud Infrastructure.
- Work with senior leadership to develop advanced analytical solutions to support business stakeholders.
- Build and optimize resource allocation models for cost efficiency and performance.
- Leverage NLP methods to analyze system logs, alerts, and unstructured data for operational insights.
- Design and implement anomaly detection systems for server usage, network traffic, and application performance.
Requirements
- Minimum of 5 years of hands-on experience in Data Science, Machine Learning, or Artificial Intelligence roles.
- Proven experience in developing, fine-tuning, and deploying advanced ML models, including generative AI models like GPT, BERT, or Prophet.
- Demonstrated ability to seamlessly integrate AI solutions into existing systems and infrastructure.
- Strong capability in creating advanced analytical solutions to support both product features and organizational needs.
- Experience with modern ML tools and frameworks, including TensorFlow, PyTorch, or Scikit-learn, and version control systems like Git.
- Familiarity with end-to-end ML pipelines, including training, evaluation, deployment, and maintenance of AI models in production environments.
Nice to have
- Development skills in C#, with the ability to write production-grade code and collaborate effectively with developers.
Culture & Benefits
- Environment that emphasizes personal growth, continuous innovation and fun.
- Fast-paced environment with a global reach that encourages you to make your mark and be part of something big!
- Opportunity to take on complex and interesting projects, as part of highly collaborative and agile teams.
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