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Sr Data Scientist - Deep Learning, Charlotte, North Carolina

Created01/14/2022
Reference2136876BR
CategoryTechnology
Job typeFull Time
CountryUnited States
StateNorth Carolina
CityCharlotte
Zip28201
Address201 S. College St
SalaryCompetitive
Lowe's Technology organization believes that in-person collaboration is highly effective and helps build relationships and strengthens our culture. As such, we are leveraging an Open Office approach in how we work, meaning our tech associates will leverage time in the office to focus on highly collaborative activities as well as some remote / work from home time for autonomous endeavors. Each role has different business-driven collaboration needs that will require in-office presence.

Job Summary:
Lowe's Forecasting team is seeking an experienced Sr. Data Scientist in Deep Learning Engineering. You will build and deploy state of the art predictive models for use cases such as item-location demand forecast, labor & truck planning, inventory management, supply chain optimization, financial expense prediction. Join us if you are also excited about extending neural networks to practical, scalable, time and memory efficient applications. Here at Lowe's Forecasting, you will have the freedom and ownership to lead cutting-edge researches and impactful projects, in a collaborative and flexible environment with great work-life balance.

Key Responsibilities:
  • Mines and extracts data and applies statistics and algorithms necessary to derive insights for Lowe's and Lowe's Digital
  • Supports the generation of an automated insights generation framework for Lowe's business partners to effectively interpret data
  • Provides actionable insights through data science on Personalization, Search & Navigation, SEO & Promotions, Supply Chain, Services, other company priorities, etc.
  • Tracks success of Lowe's through the development of dashboard reports that measure financial results, customer satisfaction, and engagement metrics
  • Conducts deep statistical analysis, including predictive and prescriptive modeling in order to provide a competitive advantage at Lowe's
  • Maintains expert-level knowledge on industry trends, emerging technologies, and new methodologies and applies it to projects as well as using it to guide team members
  • Leads automation and analytical projects, collaborating across functions in Lowe's and Lowe's Digital
  • Responsible for influencing, leading the thought process, and defining the appropriate methodology for team members
  • Translates or provides guidance to more junior level scientists to translate requirements into an analytical approach; asks the right questions to understand the problem; validates understanding with Stakeholder or Manager
  • Builds or provides guidance for building the analytic approach to solving a business problem; helps identify the sources, methods, parameters, and procedures to be used; clarifies expectations with stakeholders and plans resources accordingly
  • Leverages deep understanding of statistical techniques and tools to analyze data according to the project plan; communicates with stakeholders to provide updates and manage scope
  • Prepares final recommendations, ensuring solutions are best-in-class, implementable and scalable in the business
  • Executes plan for measuring impact based on discussions with stakeholders, partners and senior team members
  • Executes projects with full adherence to enterprise project management practices by participating in formal and informal training
  • Maintains knowledge of techniques, technology, industry trends, best practices, and emerging methodologies


Minimum Qualifications:
  • Bachelor's degree in Mathematics, Statistics, Physics, Economics, Engineering, Computer Science, Data or Information Science, or related quantitative analytic field AND 4 years of experience in analytics AND 2 years of programming experience (Python, Java, Scala, Rust, etc.)

OR
  • Master's degree in Mathematics, Statistics, Physics, Economics, Engineering, Computer Science, Data or Information Science, or related quantitative analytic field AND 2 years of experience in analytics AND 1 year of programming experience (Python, Java, Scala, Rust, etc.)

OR
  • Ph.D. in Mathematics, Statistics, Physics, Economics, Engineering, Computer Science, Data or Information Science, or related quantitative analytic field AND 1 year of experience in analytics

ALSO
  • Knowledge of SQL and various statistical modeling or machine learning techniques


Preferred Qualifications:
  • Ph.D. degree in Mathematics, Statistics, Physics, Economics, Engineering, Computer Science, Data or Information Science, or related quantitative analytic field
  • 3+ years of experience in data science (2+ with neural networks).
  • Experience with one or more AI frameworks (TensorFlow, Keras, PyTorch).
  • Experience with sequence models ( Seq2Seq, TFT, LSTM, Transformer, Incremental Learning, MLP - encoder, decoder, embedding) or NLP models (BERT, GPT-2/3, Topic modeling).
  • Experience with developing, deploying, and managing deep learning models at scale.
  • Strong coding skills in Python, C/C++, or Java.
  • Deep hands-on working knowledge of deep learning and other ML algorithms, statistics and distributed computing.
  • 3 years of experience performing predictive analytics at a large scale enterpris
  • 3 years of experience in data science or advanced analytics in industry
  • SQL Experience
  • Programming experience (Python, Java, Scala, Rust, etc.)
  • Experience using multiple data systems and sources (such as Hadoop, Spark, Aster, Teradata, etc.)


About Lowe's:
Lowe's Companies, Inc. (NYSE: LOW) is a FORTUNE® 50 home improvement company serving approximately 20 million customers a week in the United States and Canada. With fiscal year 2020 sales of nearly $90 billion, Lowe's and its related businesses operate or service more than 2,200 home improvement and hardware stores and employ over 300,000 associates. Based in Mooresville, N.C., Lowe's supports the communities it serves through programs focused on creating safe, affordable housing and helping to develop the next generation of skilled trade experts. For more information, visit Lowes.com.

About Lowe's in the Community:
As a FORTUNE® 50 home improvement company, Lowe's is committed to creating safe, affordable housing and helping to develop the next generation of skilled trade experts through nonprofit partnerships. Across every community we serve, Lowe's associates donate their time and expertise through the Lowe's Heroes volunteer program. For the latest news, visit Newsroom.Lowes.com or follow @LowesMedia on Twitter.

Lowe's is an equal opportunity affirmative action employer and administers all personnel practices without regard to race, color, religion, sex, age, national origin, disability, sexual orientation, gender identity or expression, marital status, veteran status, genetics or any other category protected under applicable law.
EmployerLowe's