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: analysis,innovation,develop,technology,artificial intelligence,develop,analysis,research,experience,education,proficiency

Full Time

Overview: <p><span data-contrast="auto">Let&rsquo;s be frank. FGF is not for everybody. Our culture is unique. We dive headfirst into the unknown. If you&rsquo;re fun-loving, talented and fearless, we&rsquo;re for you</span><span data-contrast="auto">.</span><span data-ccp-props="{&quot;134233117&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}">&nbsp;</span></p> <p><strong><span data-contrast="none">What FGF Offers:</span></strong><span data-ccp-props="{&quot;134233117&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}">&nbsp;</span></p> <ul> <li><span data-contrast="none">Disruptive and a naan-traditional mindset&nbsp;</span><span data-ccp-props="{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}">&nbsp;</span></li> <li><span data-contrast="none">An inclusive and dynamic culture&nbsp;</span><span data-ccp-props="{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}">&nbsp;</span></li> <li><span data-contrast="none">Accelerated career progression</span><span data-ccp-props="{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}">&nbsp;</span></li> <li><span data-contrast="none">Commitment to learning and development</span><span data-ccp-props="{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}">&nbsp;</span></li> <li><span data-contrast="none">Opportunity to be impactful</span><span data-ccp-props="{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}">&nbsp;</span></li> <li><span data-contrast="none">Competitive compensation&nbsp;</span><span data-ccp-props="{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}">&nbsp;</span></li> </ul> <p><strong>Job Summary:</strong></p> <p>Excited by using massive amounts of data to develop Machine Learning (ML) and Deep Learning (DL) models? Want to help the world&rsquo;s greatest bakery drive business value through the adoption of Artificial Intelligence (AI)?</p> <p>At FGF Brands our goal is to leverage our technological strength, giving us the competitive advantage over our competition and continue our journey to become the world&rsquo;s greatest baker. In this role, you will be using advanced techniques in obtaining and analyzing data to obtain information in a time-efficient manner. We will be applying predictive technology to large volumes of structured and un-structured data against a wide spectrum of problems.&nbsp;</p> <p>As part of the Insight &amp; Analytics Team your will bring a broad knowledge of existing technological capabilities along with hands on practical experience to execute project allowing our business teams make better informed decisions. If you have experience with AI, including building ML or DL models, we&rsquo;d like to have you join our team. You will get to work with an innovative company, with great teammates, and have a lot of fun.</p> <p>A successful candidate will be a person who enjoys diving deep into data, doing analysis, discovering root causes, and designing long-term solutions.&nbsp; They will be a person who likes to have fun, loves to learn, and wants to innovate in the world of AI.</p>
Responsibilities: <ul> <li>Research on the latest technologies and state of the art AI and ML models with the goal of importing them into manufacturing industry</li> <li>Understand business requirements and develop AI driven solutions addressing those requirements</li> <li>Analyze structured and unstructured data from various data sources, clean data, transform raw data into business insights by building ETL pipelines and visualization dashboards</li> </ul>
Requirements: <ul> <li>5+ years of experience in machine learning, data analysis and data visualization</li> <li>Education in engineering or analytical fields, Master&rsquo;s degree is preferred</li> <li>Proficiency in python, SQL and common data analysis packages (numpy, pandas, sklearn, etc.) and machine learning platforms (Tensorflow, Pytorch,etc.)</li> <li>Experience in deploying AI solutions in production environment</li> <li>Tech-savvy, autonomous, eager to learn, comfortable working in ambiguous environments</li> </ul> <p><strong>The following are highly desirable but not required:</strong></p> <ul> <li>Experience with one or more common workflow frameworks&nbsp;such as&nbsp;MLFlow&nbsp;or equivalents&nbsp;</li> <li>Experience in DevOps and developing&nbsp;MLOps&nbsp;pipelines&nbsp;&nbsp;</li> <li>Experience&nbsp;in time series analysis,&nbsp;predictive modeling, customer segmentation&nbsp;&nbsp;</li> <li>Experience in IOT, software development, deep learning, web apps development, distributed computing, sensor fusion&nbsp;&nbsp;</li> <li>Experience&nbsp;in&nbsp;deploying&nbsp;ML&nbsp;solutions in cloud&nbsp;environment using&nbsp;containers&nbsp;(Docker, Kubernetes)&nbsp;</li> <li>Experience&nbsp;in&nbsp;computer vision&nbsp;and state of the art&nbsp;vision models&nbsp;</li> <li>Experience&nbsp;in big data platforms such as spark and&nbsp;business intelligence tools&nbsp;such as&nbsp;power&nbsp;bi&nbsp;</li> <li>Experience using cloud-based technologies (Azure, AWS)&nbsp;</li> </ul> <br /> <p><strong><span data-contrast="auto">FGF DNA:</span></strong><span data-ccp-props="{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}">&nbsp;</span></p> <p><span data-contrast="auto">We are foodies and our passion&nbsp;</span><span data-contrast="auto">is</span><span data-contrast="auto">&nbsp;baked in...</span><span data-ccp-props="{&quot;134233117&quot;:true,&quot;134233118&quot;:true,&quot;201341983&quot;:0,&quot;335559740&quot;:240}">&nbsp;</span></p> <ul> <li><strong><span data-contrast="auto">Customer and Product Centricity -</span></strong><span data-contrast="auto">You are always keeping our products front and center.</span><span data-ccp-props="{&quot;134233117&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}">&nbsp;</span></li> <li><strong><span data-contrast="auto">Flexibility, Agility, Adaptability</span></strong><span data-contrast="auto">- You embrace speed, change and uncertainty.</span><span data-ccp-props="{&quot;134233117&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}">&nbsp;</span></li> <li><strong><span data-contrast="auto">Teamwork and Collaboration -</span></strong><span data-contrast="auto">You are a relationship builder.</span><span data-ccp-props="{&quot;134233117&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}">&nbsp;</span></li> <li><strong><span data-contrast="auto">Passion for Excellence -</span></strong><span data-contrast="auto">You look for innovative solutions and challenges the status quo.</span><span data-ccp-props="{&quot;134233117&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}">&nbsp;</span></li> <li><strong><span data-contrast="auto">Drives Execution -</span></strong><span data-contrast="auto">You are a risk taker! </span><span data-ccp-props="{&quot;134233117&quot;:true,&quot;201341983&quot;:0,&quot;335559739&quot;:0,&quot;335559740&quot;:240}">&nbsp;</span></li> </ul>