Senior Machine Learning Scientist

2 weeks ago

Minneapolis MN, United States Best Buy Full time
As a Senior Machine Learning Scientist, 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.

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.

Join us if you like to:
  • Designing and developing large-scale AI solutions leveraging state-of-the-art techniques
  • Utilizing broad and deep knowledge of machine learning and software engineering to contribute to the roadmap of Best Buy’s core AI capabilities
  • 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
  • Optimizing inference latency to enable real-time ML serving for millions of Best Buy customers daily
  • 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.
  • Learning & having fun
Key Responsibilities
  • Design and development of large-scale AI solutions, exhibiting excellence in applied science and algorithmic aspects, partnering closely with AI Engineers
  • Leverage the best AI algorithms & techniques to solve real business problems benefitting millions of Best Buy customers daily
  • Deeply hands on, utilizing extensive knowledge of AI/ML algorithms to contribute to the roadmap of Best Buy’s core AI capabilities.
  • Partner with global cross-functional teams including AI, data, platforms, products, analytics, business and compliance
Basic Qualifications
  • Bachelor's degree in a highly quantitative field (Computer Science, Engineering, Physics, Math, Operations Research or related)
  • 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
  • Ability to effectively communicate technical information to a wide spectrum of cross-functional team members
  • 4+ years of experience in designing and implementing personalization-driven ML solutions with model metrics tracked via A/B testing
  • 4+ years of coding experience with Python
  • 4+ years of experience with massaging, cleaning, and standardizing tabular and free form text data to feed into an ML model
Preferred Qualifications
  • Master's degree or Ph.D in a highly quantitative field (Computer Science, Engineering, Physics, Math, Operations Research or related)
  • 4+ years of experience in applying deep learning frameworks such as TensorFlow, Keras, PyTorch, MXNet or ONNX to solve NLP problems
  • Experience building & deploying ML products over GCP and/or AWS
  • Open source contributions or robust GitHub portfolio
  • Familiarity with state of the art sequence to sequence models; experience with transformer based architecture
What is in it for you
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.
Our benefits include:
  • Competitive pay and PTO package
  • Generous employee discount
  • Physical and mental well-being support
  • Robust benefit package
About Us
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.
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.™
Best Buy is an equal opportunity employer.

Position Type: Full timePandoLogic. Category:Science, Keywords:Machine Learning Scientist, Location:Minneapolis, MN-55423

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