Sr. Content Designer (Data Science/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Sr. Content Designer (Data Science/ML): Developing and deploying production-grade ML pipelines and predictive models to automate processes and drive analytics with an accent on data mining, hypothesis testing, and scalability. Focus on building robust data ingestion pipelines, optimizing model accuracy, and distilling complex data insights for executive leadership.
Location: Must work onsite in Toronto, Edmonton, Winnipeg, Calgary, Vancouver, Fredericton, Halifax, Brampton, or Moncton
Company
A leading Canadian technology and communications company connecting millions of Canadians.
What you will do
- Provide technical guidance in data technologies, including data mining, hypothesis testing, and predictive modeling.
- Build scalable production-grade data ingestion and model consumption pipelines with CI/CD integration.
- Develop, test, and deploy machine learning models, continuously monitoring performance for optimization.
- Conduct statistical analysis to validate model robustness.
- Generate insights for Care Operations and present complex data to SLT and ELT audiences.
- Partner with big data and AI leaders to implement cutting-edge capabilities.
Requirements
- Minimum 8 years of experience in advanced data science.
- Graduate degree in quantitative sciences (Master's or above preferred).
- Proficiency in Python, R, and data science toolkits (dplyr, Scipy).
- Experience with ML platforms (Keras, PyTorch, TensorFlow).
- Hands-on experience with cloud technologies (AWS/Azure) and big data (Hadoop, Spark, Dask).
- Must be able to work onsite.
Nice to have
- Experience with NoSQL databases (MongoDB, ElasticSearch).
- Familiarity with Agile/SCRUM/Lean and DevOps.
Culture & Benefits
- Competitive salary, annual bonus, and stock matching programs.
- Comprehensive health, dental, and pension plans.
- Employee discounts on services and Blue Jays tickets.
- Wellness programs, including virtual therapy and fitness memberships.
- Strong commitment to diversity, inclusion, and environmental protection.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →