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Senior Data Scientist
3 months ago
Job Description
Senior Data Scientist – Level 3
We’re a non-traditional company…
Summary
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 Vision, 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, and 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 a 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.
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.
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