At a Glance
- Tasks: Automate data processing using machine learning and computer vision techniques.
- Company: GHGSat, a leader in greenhouse gas detection and monitoring.
- Benefits: Competitive salary, stock options, flexible work environment, and paid time off.
- Other info: Diverse and inclusive workplace with opportunities for professional growth.
- Why this job: Join a small team making a big impact on the planet's future.
- Qualifications: MSc or higher in relevant fields and strong problem-solving skills.
The predicted salary is between 123750 - 151250 $ per year.
GHGSat offers greenhouse gas detection, measurement, and monitoring services to industrial and government customers around the world. We use our own satellites and aircraft sensors, combined with third-party data, to help industrial emitters better understand, control, and reduce their emissions. GHGSat's capability is unique: we provide high-resolution, local measurements of atmospheric methane and carbon dioxide concentration from space. This further enables us to detect greenhouse gas emitters and to visualize and quantify their emissions.
We are looking for a data scientist to join the Science and Systems team. You will focus on applying computer vision and machine learning techniques to automate data processing. The Science and Systems team has a flexible work environment with the option for remote work, but we expect applicants to work partially out of one of our offices with a preference for our office in Montreal, Canada.
Key responsibilities:
- Improve the processing of GHGSat data using machine learning techniques or physics-based techniques
- Design, train, and optimize machine learning models for image classification, object detection, and segmentation
- Rapidly prototype methods and techniques from scientific literature
- Perform exploratory data analysis to identify predictive features and insights
- Engage with a range of stakeholders, including domain experts and data validators to improve methodology and model performance
- Collaborate with software developers to deploy models and algorithms to production
Essential skills and experience:
- MSc or higher in physics, engineering, theoretical chemistry or biology, math, computational science or related fields
- Ability to document and summarize key insights
- Excellent problem-solving skills and attention to detail
Preferred skills and experience:
- Knowledge of probability and statistics
- Experience with image processing and computer vision
- Experience applying machine learning techniques to complex real-world data
- Proficiency using Python machine learning libraries such as Pytorch, Tensorflow, and Sklearn
- Experience handling Remote sensing data
- Experience in collaborative software development (git)
- Experience using and building Docker images
All applicants must be legally entitled to work in Canada and must meet the requirements of the Canadian Controlled Goods Program (CGP). This is a rare opportunity to join a new analytics team in Canada. You'll join a small but mighty team, have high impact, and help scale a company that's doing meaningful work for the planet.
Competitive salary + stock options for all full-time employees
Paid Time Off + floating statutory holidays
Flexible work environment
GHGSat offers a creative and highly motivating work environment. We offer competitive salaries, health and social benefits including flex-time and continuing development. We are committed to a diverse and inclusive workplace. GHGSat is an equal opportunity employer and does not discriminate on the basis of race, national origin, gender, gender identity, sexual orientation, age, or other legally protected status. If you would like to request an accommodation, please notify your recruiter.
Data Scientist in Montréal employer: GHGSat Inc.
GHGSat is an exceptional employer that fosters a creative and motivating work environment, particularly for data scientists eager to make a meaningful impact on the planet. With a flexible work culture that supports remote options and a commitment to employee growth through competitive salaries and development opportunities, you'll thrive in our Montreal office while collaborating with a passionate team dedicated to innovative solutions in greenhouse gas monitoring.
