Full-Time

Team Lead – ML Ops

Confirmed live in the last 24 hours

Geotab

Geotab

1,001-5,000 employees

Open platform telematics technology provider

Data & Analytics
Hardware
AI & Machine Learning

Senior

Oakville, ON, Canada

Required Skills
Python
Tensorflow
Data Structures & Algorithms
BigQuery
SQL
Data Analysis
Requirements
  • Post-secondary Degree/Diploma in Computer Science, Software/Computer Engineering, Physics, Statistics, Mathematics, or a related field
  • 5-8 years experience in applied machine learning with large datasets
  • 5-8 years experience in deep learning frameworks, ML libraries, and computing frameworks
  • Leadership experience in a team-oriented workplace
  • Familiarity with SQL and No-SQL databases
  • Strong understanding of probability theory and data modeling
  • Experience in statistical analysis, quantitative analytics, forecasting/predictive analytics, multivariate testing, and optimization algorithms
  • Experience in AI/ML, data pipeline building, and software engineering
Responsibilities
  • Design, develop, and maintain scalable production machine learning pipelines and end-to-end AI solutions
  • Utilize Big Data and Cloud-based technologies to implement and scale machine learning models
  • Interact with Geotab’s Big Data infrastructure on Google BigQuery using Python and SQL
  • Interact with other Geotab’s internal teams to implement end-to-end solutions
  • Process, cleanse, and verify the integrity of data used for prediction and model building
  • Select features, build, and optimize classifiers using machine learning techniques
  • Use machine learning packages (e.g. Scikit-learn and Tensorflow) to develop ML models and build and maintain software to manage models
  • Interface with product managers, data engineers, data scientists, and software developers to gather requirements
  • Make recommendations for new metrics, techniques, and strategies to improve Geotab product suite
  • Support a platform providing ad-hoc and automated access to large datasets, models, and predictions
  • Manage team expectations with regards to task assignments, work arrangements, and other department expectations
  • Provide encouragement to team members, including communicating team goals and identifying areas for new training or skill checks

Geotab is on a mission to advance technology, empower businesses and make the roads safer for everyone. The company connects vehicles to the internet and provide web-based analytics to help organizations manage their fleets.

Company Stage

N/A

Total Funding

N/A

Headquarters

Oakville, Canada

Founded

2000

Growth & Insights
Headcount

6 month growth

5%

1 year growth

7%

2 year growth

7%

Benefits

Medical & dental

Retirement savings

Fitness membership

Baby bonus

Flex work arrangements

Home office reimbursement for select items

EV program

Learning reimbursement