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Sr Data Scientist - Search (NLP, Query Understanding, Applied ML)

Employer
Target
Location
Brooklyn Park, Minnesota
Start date
Apr 30, 2024
Closing date
May 23, 2024

View more

Category
Retail / Wholesale
Employment Status
Full Time
Description: The pay range is $93,800.00 - $202,600.00

Pay is based on several factors which vary based on position. These include labor markets and in some instances may include education, work experience and certifications. In addition to your pay, Target cares about and invests in you as a team member, so that you can take care of yourself and your family. Target offers eligible team members and their dependents comprehensive health benefits and programs, which may include medical, vision, dental, life insurance and more, to help you and your family take care of your whole selves. Other benefits for eligible team members include 401(k), employee discount, short term disability, long term disability, paid sick leave, paid national holidays, and paid vacation. Find competitive benefits from financial and education to well-being and beyond at https://corporate.target.com/careers/benefits.

JOIN TARGET AS A SR DATA SCIENTIST - SEARCH (NLP, APPLIED ML)

About Us:
As a Fortune 50 company with more than 350,000 team members worldwide, Target is an iconic brand and one of America's leading retailers. Working at Target means helping all families discover the joy of everyday life. We bring that vision to life through our values and culture. Learn more about Target here.

We prioritize relationships, develop talent by creating growth opportunities and succeed as one Target team. At our core, our purpose is ingrained in who we are, what we value and how we work. It's how we care, grow, and win together. Every time a guest enters a Target store or browses Target.com, they experience the impact of Target's investments in technology and innovation. We're the technologists behind one of the most loved retail brands, delivering joy to millions of our guests, team members, and communities.

Join our global in-house Tech team of more than 5,000 software engineers, applied data scientists, architects and product managers striving to make Target the most convenient, safe and joyful place to shop. We use agile practices and leverage open-source software to adapt and build best-in-class technology for our team members and guests. We do so with a focus on diversity and inclusion, experimentation and continuous learning.

The Search and Browse Data Science team builds the core relevance engine and Data Science products that power Target's digital experience. As a Sr Data Scientist on this team - you'll work with business partners to provide solutions for business problems in a fast-paced and global environment. You'll have the opportunity to design quality, flexible and performant Data Science systems and services at scale. You'll also architect Data Science solutions that capture, process and mine huge datasets in the retail industry. We'll also promote innovative thinking as well as the opportunity to utilize cutting-edge machine learning algorithms and NLP techniques to improve our Mobile and Web Search systems at Target!

As a Sr Data Scientist, you will influence by interacting within the Data Sciences team and with Product teams, perform within the scale and scope of your role by implementing solutions, and contribute to Data Sciences' and Target's culture by modeling the culture. Through your understanding of the foundations and working principles of machine learning algorithms, linear algebra, probability theory, statistics, and optimization theory, you will perform data exploration and analysis (look at distributions, find anomalies, create simple visualizations, etc.) and implement algorithmic solution given specifications, while adhering to best practices in model development. We will look to you to understand and actively follow foundational programming principles (best practices, know about unit tests, code organization, basics of CI/CD etc.) and create a well-maintainable & tested codebase with relevant documentation. You will get the opportunity to develop in one or more approved programming languages (Java, Scala, Python, R), and learn and adhere to best practices in data analysis and data understanding.

Core responsibilities of this job are described within this job description. Job duties may change at any time due to business needs.

About you:

  • 4-year degree in Quantitative disciplines (Science, Technology, Engineering, Mathematics) or equivalent experience
  • PhD or MS in Computer Science, Applied Mathematics, Physics or related quantitative field
  • Research and/or industry experiences in relevant fields such as Information Retrieval, Machine Learning, NLP as well as Recommendation or Recommender systems
  • Demonstrated experience in Search Indexing, Retrieval, Ranking or Query Understanding
  • 3 plus year of experience implementing Machine Learning models and algorithms into production at scale
  • Proficient in Python or Java with advanced coding and problem-solving skills
  • Exceptional modeling skills using Python
  • Experience querying large databases with SQL, HQL or some variations
  • Excellent interpersonal and communication skills that can partner with a global teams
  • Constant learner mentality that stays on the leading edge of Search, Ranking, ML and NLP advancements


Americans with Disabilities Act (ADA)

Target will provide reasonable accommodations with the application process upon your request as required to comply with applicable laws. If you have a disability and require assistance in this application process, please visit your nearest Target store or Supply Chain Facility or reach out to Guest Services at 1-800-440-0680 for additional information.

Application deadline is : 05/29/2024
Qualifications:

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