Sr Data Scientist – Search – Applied ML – NLP – Query Understanding
| Company | Target |
|---|---|
| Location | Brooklyn Park, MN, USA |
| Salary | $95000 – $171000 |
| Type | Full-Time |
| Degrees | Bachelor’s, Master’s, PhD |
| Experience Level | Senior |
Requirements
- 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, Query Understanding, 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, Query Understanding, ML, LLMs and NLP advancements
Responsibilities
- Work with business partners to provide solutions for business problems in a fast-paced and global environment
- Design quality, flexible and performant Data Science systems and services at scale
- Architect Data Science solutions that capture, process and mine huge datasets in the retail industry
- Perform data exploration and analysis (look at distributions, find anomalies, create simple visualizations, etc.)
- Implement algorithmic solutions given specifications, while adhering to best practices in model development
- Understand and actively follow foundational programming principles (best practices, know about unit tests, code organization, basics of CI/CD etc.)
- Create a well-maintainable & tested codebase with relevant documentation
- Develop in one or more approved programming languages (Java, Scala, Python, R)
Preferred Qualifications
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No preferred qualifications provided.