Senior Data Scientist - Computer Vision
Top Benefits
About the role
Senior Data Scientist– Level 3 Summary We’re a naan traditional company… FGF Brands is seeking a highly experienced and results-oriented Senior Data Scientist to join our dynamic data science team. In this role, you will play a key leadership role in driving impactful AI and machine learning solutions to revolutionize our manufacturing processes.
What FGF Offers:
- FGF believes in Home Grown Talent, accelerated career growth with leadership training. Unleashing Your Potential
- Competitive Compensation, Health Benefits, & a generous flexible medical / Health spending account
- RRSP matching program
- Tuition reimbursement
- Discount program that covers almost everything under the sun - Restaurants, gyms, shopping etc.
Primary Responsibilities
- Conduct in-depth research and implementation of the latest technologies and state-of-the-art AI and computer vision models to enhance our manufacturing processes.
- Collaborate with cross-functional teams to understand complex business requirements and develop sophisticated AI-driven solutions to address these needs.
- Perform advanced data collection and preprocessing from various automated and manual processes, ensuring data integrity and quality.
- Analyze both structured and unstructured data from diverse sources, transforming raw data into actionable business insights through the development of advanced ETL pipelines and comprehensive visualization dashboards.
- Develop and refine machine learning models, including training, tuning, and evaluating models for optimal performance.
- Design and implement computer vision solutions, including image classification (e.g., convolutional neural networks - CNNs) and object detection (e.g., YOLO models), specifically tailored for manufacturing applications.
- Stay updated with the latest advancements in data science, machine learning, and computer vision, and apply this knowledge to ongoing projects.
Required Experience
- 8+ years of experience in Deep Learning, Machine Learning, Computer vison and Data Analysis with a proven track record of delivering impactful solutions.
- Advanced degree in engineering, computer science, or a related analytical field.
- Proficiency in Python programming language and PyTorch deep learning frameworks
- In-depth knowledge and hands-on experience with computer vision techniques applicable to manufacturing, including Image Classification, Object Detection, Semantic Segmentation, Action Recognition,
- Strong mathematical foundations, comprehensive understanding of linear algebra, optimization and statistics is essential.
- Experience with cloud platforms (AWS, Azure, etc.) for scalable data processing and model deployment
- Demonstrated ability to work autonomously, with a strong tech-savvy mindset and a continuous eagerness to learn and apply new technologies.
- Excellent problem-solving skills, with the capability to translate complex business challenges into scalable AI solutions.
- Demonstrated research ability with published paper in a reputable journal or conference is highly desirable
- Prior working knowledge with large datasets and robotics is a plus.
What is the recipe for a great career at FGF? Working at FGF Brands, there is never a dull moment! As a successful company that is continually growing there is always challenging yet rewarding work to be a part of. We have an entrepreneurial spirit which encourages all our team members to use their own creativity and out of the box thinking to come up with solutions and new ideas.
In compliance with Ontario’s Bill 190, we confirm that this posting represents a current, existing vacancy within our organization.
Disclaimer: The above describes the general responsibilities, required knowledge and skills. Please keep in mind that other duties may be added or this description may be amended at any time.
IT
About FGF Brands
We make disruption delicious.
We’re not just a bakery — we’re a technology company that bakes
We’re redefining what a bakery can be. Our Innovation Campuses in Canada and USA are constantly engineering new sustainable ways to bring the cleanest possible ingredients back to global-scale food — and we won’t stop until the whole world is eating great food. We bring life to North America’s most trusted brands like ACE Bakery and Stonefire. Our products include butter croissants, delicious naan, muffins, sliced cakes, donuts, and artisan breads like baguettes, buns, bagels and more!
To become the world’s greatest baker, you need to have the world’s greatest people – our passion is baked in. This work matters. It’s why we attract the best minds out there with rewarding, cutting-edge careers that are making the world a better place to eat.
Senior Data Scientist - Computer Vision
Top Benefits
About the role
Senior Data Scientist– Level 3 Summary We’re a naan traditional company… FGF Brands is seeking a highly experienced and results-oriented Senior Data Scientist to join our dynamic data science team. In this role, you will play a key leadership role in driving impactful AI and machine learning solutions to revolutionize our manufacturing processes.
What FGF Offers:
- FGF believes in Home Grown Talent, accelerated career growth with leadership training. Unleashing Your Potential
- Competitive Compensation, Health Benefits, & a generous flexible medical / Health spending account
- RRSP matching program
- Tuition reimbursement
- Discount program that covers almost everything under the sun - Restaurants, gyms, shopping etc.
Primary Responsibilities
- Conduct in-depth research and implementation of the latest technologies and state-of-the-art AI and computer vision models to enhance our manufacturing processes.
- Collaborate with cross-functional teams to understand complex business requirements and develop sophisticated AI-driven solutions to address these needs.
- Perform advanced data collection and preprocessing from various automated and manual processes, ensuring data integrity and quality.
- Analyze both structured and unstructured data from diverse sources, transforming raw data into actionable business insights through the development of advanced ETL pipelines and comprehensive visualization dashboards.
- Develop and refine machine learning models, including training, tuning, and evaluating models for optimal performance.
- Design and implement computer vision solutions, including image classification (e.g., convolutional neural networks - CNNs) and object detection (e.g., YOLO models), specifically tailored for manufacturing applications.
- Stay updated with the latest advancements in data science, machine learning, and computer vision, and apply this knowledge to ongoing projects.
Required Experience
- 8+ years of experience in Deep Learning, Machine Learning, Computer vison and Data Analysis with a proven track record of delivering impactful solutions.
- Advanced degree in engineering, computer science, or a related analytical field.
- Proficiency in Python programming language and PyTorch deep learning frameworks
- In-depth knowledge and hands-on experience with computer vision techniques applicable to manufacturing, including Image Classification, Object Detection, Semantic Segmentation, Action Recognition,
- Strong mathematical foundations, comprehensive understanding of linear algebra, optimization and statistics is essential.
- Experience with cloud platforms (AWS, Azure, etc.) for scalable data processing and model deployment
- Demonstrated ability to work autonomously, with a strong tech-savvy mindset and a continuous eagerness to learn and apply new technologies.
- Excellent problem-solving skills, with the capability to translate complex business challenges into scalable AI solutions.
- Demonstrated research ability with published paper in a reputable journal or conference is highly desirable
- Prior working knowledge with large datasets and robotics is a plus.
What is the recipe for a great career at FGF? Working at FGF Brands, there is never a dull moment! As a successful company that is continually growing there is always challenging yet rewarding work to be a part of. We have an entrepreneurial spirit which encourages all our team members to use their own creativity and out of the box thinking to come up with solutions and new ideas.
In compliance with Ontario’s Bill 190, we confirm that this posting represents a current, existing vacancy within our organization.
Disclaimer: The above describes the general responsibilities, required knowledge and skills. Please keep in mind that other duties may be added or this description may be amended at any time.
IT
About FGF Brands
We make disruption delicious.
We’re not just a bakery — we’re a technology company that bakes
We’re redefining what a bakery can be. Our Innovation Campuses in Canada and USA are constantly engineering new sustainable ways to bring the cleanest possible ingredients back to global-scale food — and we won’t stop until the whole world is eating great food. We bring life to North America’s most trusted brands like ACE Bakery and Stonefire. Our products include butter croissants, delicious naan, muffins, sliced cakes, donuts, and artisan breads like baguettes, buns, bagels and more!
To become the world’s greatest baker, you need to have the world’s greatest people – our passion is baked in. This work matters. It’s why we attract the best minds out there with rewarding, cutting-edge careers that are making the world a better place to eat.