Description:
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Position: Manager
Company: Insurance
Location: Ontario
Job ID: 38811
Responsibilities:
- Lead a squad of actuaries, data scientists and engineers in the development of meaningful conclusions and recommendations
-Oversee the development of high performing machine learning and statistical models on very large datasets
-Oversee the development of novel algorithms and innovative data-driven solutions to solve business problems
-Help the team excel in the assigned business domain
Qualifications:
-Experience managing a Data Science Team
-A teacher of technology and business in a team setting
-Demonstrated ability to mentor team members in all aspects of their duties, communications and leadership
-Serve as an expert throughout the full DS product lifecycle, from inception to delivery and ongoing monitoring
-University Degree in Computer Science, Math, Statistics, Physics, Actuarial Science or related field or equivalent. Masters or PhD strongly preferred
-2-3 years of programming experience preferably in Python with strong grasp of software engineering standard methodologies such as code-reusability, modularity, use of repos, etc.
-3-5 years of experience of building machine learning models for business applications
-Advanced level understanding of machine learning fundamentals and model development principles (Generalization, Bias-Variance Tradeoff, GLMs, NLMs, etc.)
-3-5 years experience with ML/AI technologies, such as scikit-learn, Keras. TensorFlow, PyTorch
-Experience mining IoT sensor data or Telematics data will be considered an asset
-Experience with Big Data Technologies such as Spark, Databricks, Scala will be considered an asset
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