Senior Data Scientist

<strong>We&rsquo;re a naan traditional company&hellip;<br /><br />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.&nbsp;We have an&nbsp;<em>entrepreneurial&nbsp;</em>spirit which encourages all our team members to use their own&nbsp;<em>creativity</em>&nbsp;and&nbsp;<em>out of the box</em>&nbsp;thinking to come up with solutions and new ideas.</strong>

Greater Toronto Area, ON

FGF

<p><strong>A Bakery That Runs Like A Startup</strong></p> <p><strong>We&rsquo;re not your average bakery. We&rsquo;re a team of passionate thinkers and doers that are challenging the idea of what a bakery can be. We operate like a startup, powered by creativity and a &lsquo;roll up your sleeves&rsquo; mentality, to give our customers the best possible product. Our offices are just like our thinking, open and modern. Our manufacturing facilities are state-of- the-art. We expect unconventional solutions from our team members, so we give them creative spaces to inspire and collaborate.</strong></p> https://www.fgfbrands.com/

keywords: job description,what we offer,process,solutions,performance,education & experience,knowledge,skills

Full Time

Overview: <p>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.</p> <p>&nbsp;</p> <p><strong><u>What FGF Offers:</u></strong></p> <ul> <li>FGF believes in Home Grown Talent, accelerated career growth with leadership training, unleashing your potential&nbsp;</li> <li>Competitive Compensation, Health Benefits, &amp; a generous flexible medical/health spending account</li> <li>RRSP matching program</li> <li>Tuition reimbursement</li> <li>Discount program that covers almost everything under the sun - Restaurants, gyms, shopping, etc.&nbsp;</li> </ul> <p>&nbsp;</p>
Responsibilities: <ul> <li>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.</li> <li>Collaborate with cross-functional teams to understand complex business requirements and develop sophisticated AI-driven solutions to address these needs.</li> <li>Perform advanced data collection and preprocessing from various automated and manual processes, ensuring data integrity and quality.</li> <li>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.</li> <li>Develop and refine machine learning models, including training, tuning, and evaluating models for optimal performance.</li> <li>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.</li> <li>Stay updated with the latest advancements in data science, machine learning, and computer vision, and apply this knowledge to ongoing projects.</li> </ul>
Requirements: <ul> <li><strong>8+ years</strong>&nbsp;of experience in Deep Learning, Machine Learning, Computer vison and Data Analysis with a proven track record of delivering impactful solutions.</li> <li>Advanced degree in engineering, computer science, or a related analytical field.</li> <li>Proficiency in Python programming language and PyTorch deep learning frameworks.</li> <li>In-depth knowledge and hands-on experience with computer vision techniques applicable to manufacturing, including Image Classification, Object Detection,&nbsp;Semantic Segmentation, Action Recognition.</li> <li>Strong mathematical foundations, comprehensive understanding of linear algebra, optimization and statistics is essential.</li> <li>Experience with cloud platforms (AWS, Azure, etc.) for scalable data processing and model deployment.</li> <li>Demonstrated ability to work autonomously, with a strong tech-savvy mindset and a continuous eagerness to learn and apply new technologies.</li> <li>Excellent problem-solving skills, with the capability to translate complex business challenges into scalable AI solutions.</li> <li>Demonstrated research ability with published paper in a reputable journal or conference is highly desirable.</li> <li>Prior working knowledge with large datasets and robotics is a plus.</li> </ul> <p>&nbsp;</p> <p>&nbsp;</p> <p><strong>What is the recipe for a great career at FGF?<u><br /></u></strong><u><br /></u>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.&nbsp;We have an&nbsp;<em>entrepreneurial&nbsp;</em>spirit that encourages all our team members to use their own&nbsp;<em>creativity</em>&nbsp;and&nbsp;<em>out-of-the-box</em>&nbsp;thinking to come up with solutions and new ideas.<br /><br />In compliance with Ontario&rsquo;s Bill 190, we confirm that this posting represents a current, existing vacancy within our organization.</p> <p><strong>&nbsp;</strong></p> <p><strong>Disclaimer:</strong>&nbsp;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.</p> <p>&nbsp;</p>