Senior Machine Learning Scientist at Best Buy

Posted in Other about 3 hours ago.

Location: Minneapolis, Minnesota





Job Description:

<span style="font-size:12pt"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">As a <b>Senior Machine Learning Scientist,</b> you'll have the opportunity to work alongside industry experts researching, developing, and applying cutting-edge machine learning and artificial intelligence algorithms to build innovative technologies, services, and products that solve the company's hardest problems and accelerate Best Buy's core growth. In this role you will combine your software engineering skills and knowledge of ML and AI algorithms to contribute to a team developing and operationalizing models, algorithms, and production quality codebases that form the core engines that unleash the next generation of customer experiences and transform the way Best Buy operates day-to-day. </span></span></span><br><br><span style="font-size:12pt"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">This role is hybrid, which means you will work some days on site at a Best Buy location and some days virtually from home or other non-Best Buy location. The specific work arrangements vary by role and team. The recruiter or hiring manager will provide more details during the hiring process. For this role, you must be located within a drivable distance to our office in Richfield, Minnesota, or Atlanta, Georgia.</span></span></span><br><br><span style="font-size:12pt"><span style="background:white"><span style="font-family:" times="" new="" roman",serif"=""><b><span style="font-family:" arial",sans-serif"=""><span style="color:black">Join us if you like to:</span></span></b></span></span></span><ul><li style="margin-left:8px"><span style="font-size:12pt"><span style="background:white"><span style="font-family:" times="" new="" roman",serif"=""><span style="font-family:" arial",sans-serif"=""><span style="color:black">Designing and developing large-scale AI solutions leveraging state-of-the-art techniques</span></span></span></span></span></li><li style="margin-left:8px"><span style="font-size:12pt"><span style="background:white"><span style="font-family:" times="" new="" roman",serif"=""><span style="font-family:" arial",sans-serif"=""><span style="color:black">Utilizing broad and deep knowledge of machine learning and software engineering to contribute to the roadmap of Best Buy's core AI capabilities</span></span></span></span></span></li><li style="margin-left:8px"><span style="font-size:12pt"><span style="background:white"><span style="font-family:" times="" new="" roman",serif"=""><span style="font-family:" arial",sans-serif"=""><span style="color:black">Building real products that influence and enhance the lives of millions of people and drive and deliver tens of millions of dollars in impact to Best Buy's bottom line</span></span></span></span></span></li><li style="margin-left:8px"><span style="font-size:12pt"><span style="background:white"><span style="font-family:" times="" new="" roman",serif"=""><span style="font-family:" arial",sans-serif"=""><span style="color:black">Optimizing inference latency to enable real-time ML serving for millions of Best Buy customers daily</span></span></span></span></span></li><li style="margin-left:8px"><span style="font-size:12pt"><span style="background:white"><span style="font-family:" times="" new="" roman",serif"=""><span style="font-family:" arial",sans-serif"=""><span style="color:black">Working with both the ML Science and Data Engineering teams to design the training/serving data schema for input features as well as Request/Response data contracts during inference.</span></span></span></span></span></li><li style="margin-left:8px"><span style="font-size:12pt"><span style="background:white"><span style="font-family:" times="" new="" roman",serif"=""><span style="font-family:" arial",sans-serif"=""><span style="color:black">Learning & having fun!</span></span></span></span></span></li></ul><span style="font-size:12pt"><span style="font-family:Aptos,sans-serif"><b><span style="font-family:" arial",sans-serif"="">Key Responsibilities </span></b></span></span><ul><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">Design and development of large-scale AI solutions, exhibiting excellence in applied science and algorithmic aspects, partnering closely with AI Engineers </span></span></span></span></li></ul><ul><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">Leverage the best AI algorithms & techniques to solve real business problems benefitting millions of Best Buy customers daily </span></span></span></span></li></ul><ul><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">Deeply hands on, utilizing extensive knowledge of AI/ML algorithms to contribute to the roadmap of Best Buy's core AI capabilities. </span></span></span></span></li></ul><ul><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">Partner with global cross-functional teams including AI, data, platforms, products, analytics, business and compliance </span></span></span></span></li></ul><span style="font-size:12pt"><span style="font-family:Aptos,sans-serif"><b><span style="font-family:" arial",sans-serif"="">Basic Qualifications</span></b></span></span><ul><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">Bachelor's degree in a highly quantitative field (Computer Science, Engineering, Physics, Math, Operations Research or related)</span></span></span></span></li><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">Strong machine learning and algorithmic background with a deep understanding of at least one of the following areas: supervised and unsupervised learning methods, deep learning and natural language processing</span></span></span></span></li><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">Ability to effectively communicate technical information to a wide spectrum of cross-functional team members</span></span></span></span></li><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">4+ years of experience in designing and implementing personalization-driven ML solutions with model metrics tracked via A/B testing</span></span></span></span></li><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">4+ years of coding experience with Python</span></span></span></span></li><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">4+ years of experience with massaging, cleaning, and standardizing tabular and free form text data to feed into an ML model</span></span></span></span></li></ul><span style="font-size:12pt"><span style="font-family:Aptos,sans-serif"><b><span style="font-family:" arial",sans-serif"="">Preferred Qualifications</span></b></span></span><ul><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">Master's degree or Ph.D in a highly quantitative field (Computer Science, Engineering, Physics, Math, Operations Research or related)</span></span></span></span></li><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">4+ years of experience in applying deep learning frameworks such as TensorFlow, Keras, PyTorch, MXNet or ONNX to solve NLP problems</span></span></span></span></li><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">Experience building & deploying ML products over GCP and/or AWS</span></span></span></span></li><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">Open source contributions or robust GitHub portfolio</span></span></span></span></li><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">Familiarity with state of the art sequence to sequence models; experience with transformer based architecture</span></span></span></span></li></ul><span style="font-size:12pt"><span style="font-family:Aptos,sans-serif"><b><span style="font-family:" arial",sans-serif"="">What is in it for you</span></b><br><span style="font-family:" arial",sans-serif"="">We are committed to helping our people thrive at work and at home. We offer generous benefits that address your total well-being and provide support as you need it, especially at key moments in your life.<br>Our benefits include:</span></span></span><ul><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">Competitive pay and PTO package</span></span></span></span></li><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">Generous employee discount</span></span></span></span></li><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">Physical and mental well-being support</span></span></span></span></li><li><span style="font-size:12pt"><span style="tab-stops:list .5in"><span style="font-family:Aptos,sans-serif"><span style="font-family:" arial",sans-serif"="">Robust benefit package</span></span></span></span></li></ul><span style="font-size:12pt"><span style="font-family:Aptos,sans-serif"><b><span style="font-family:" arial",sans-serif"="">About Us</span></b><br><span style="font-family:" arial",sans-serif"="">As part of the Best Buy team, you'll help us fulfill our purpose to enrich lives through technology. We bring that to life every day by humanizing and personalizing tech solutions for every stage of life - in our stores, online and in customers' homes.<br>Our culture is built on deeply supporting and valuing our amazing employees who make it all possible. We're committed to being a great place to work, where you can unlock unique career possibilities. Above all, we aim to provide a place where you can bring your full, authentic self to work now and into the future. Tomorrow works here.™<br>Best Buy is an equal opportunity employer.</span></span></span>PandoLogic. Keywords: Machine Learning Scientist, Location: Minneapolis, MN - 55423


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