Miovision

Senior Data Scientist

Miovision

full-time

Posted on:

Origin:  • 🇨🇦 Canada

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Job Level

Senior

Tech Stack

AWSCloudJavaScriptPythonSQL

About the role

  • Lead, own and execute complex data-driven projects that provide actionable insights and solutions to support business objectives in a collaborative manner.
  • Break down new project requirements into small slices to deliver outcomes faster.
  • Prepare, transform and analyze data from real-world sources (location and vehicles).
  • Build and own customer-facing models and data pipelines.
  • Explore and identify new sources of traffic data to combine with existing datasets.
  • Research and implement new tools and techniques to solve novel problems.
  • Drive improvements to data quality and completeness across the company.
  • Communicate insights and analyses with relevant stakeholders.
  • Become an expert in Miovision’s data stores and adhere to best practices for analyzing the data.
  • Understand current data collection techniques and biases/gaps.
  • Mentor and support junior members on the Data Science team.

Requirements

  • Over 5 years of relevant experience in data analysis, statistical analysis, data modeling, machine learning/AI, or deep learning.
  • Strong background in Python programming, with the ability to write efficient and scalable code.
  • Proficiency in SQL, with a preference for experience using Snowflake for data manipulation and analysis.
  • Solid understanding of algorithms and techniques to address novel and complex problems.
  • Experience with data visualization tools such as Streamlit, Looker, or Dash to effectively communicate insights and findings.
  • Proven experience in developing, validating, and deploying machine learning models into production environments.
  • Working knowledge of traffic engineering practices.
  • Strong written and verbal communication skills for creating high-quality documentation and effectively conveying complex insights to non-technical stakeholders.
  • Experience with Git for version control.
  • Demonstrated ability to thrive in a fast-paced, dynamic environment.
  • Motivation to research and explore alternative methodologies for enhanced data analysis and model development.
  • A master's degree or Ph.D. in Data Science, Computer Science, Statistics, Mathematics, or related sciences is preferred (Nice to Have).
  • Experience in analyzing and working with GIS data to derive insights and develop tools (Nice to Have).
  • Proficiency in reading and writing code in C# or JavaScript (Nice to Have).
  • Experience with cloud platforms such as AWS (Nice to Have).
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