Principal Data Scientist (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Principal Data Scientist (AI): Leading the development and evaluation of offline search metrics for Bing with an accent on search quality measurement and large-scale data analysis. Focus on architecting scalable pipelines, leveraging LLM-based evaluation methodologies, and driving data-informed product strategy.
Location: Based in Redmond, USA; hybrid work model requires presence in office 4 days per week if within 50-mile commute.
Salary: $139,900 – $304,200 per year.
Company
A global leader in technology empowering people and organizations to achieve more through innovation, growth, and inclusive culture.
What you will do
- Architect and implement scalable data processing pipelines for offline search metric computation.
- Formulate, test, and validate hypotheses regarding search relevance using advanced statistical methods and machine learning models.
- Design labeling protocols and manage crowd judges for high-fidelity data annotation.
- Adapt evaluation workflows to incorporate LLM-as-a-judge techniques for scalable quality assessments.
- Communicate actionable insights and strategic recommendations to senior leadership via custom reports and visualizations.
- Collaborate across multidisciplinary engineering and product teams to drive search quality innovation.
Requirements
- PhD, Master’s, or Bachelor’s degree in Data Science, Mathematics, Statistics, Computer Science, or related field.
- 5-10+ years of relevant data science experience depending on degree level.
- Expertise in Information Retrieval, including search and ranking algorithm evaluation.
- Strong background in experimental design, statistical analysis, and A/B testing.
- Proven ability to architect large-scale data pipelines for heterogeneous data sources.
- Proficiency in Python and T-SQL.
Nice to have
- Experience with crowdscience methodologies and large-scale crowdsourcing experiments.
- Background in mentoring junior scientists.
- Familiarity with web technologies for dashboarding.
Culture & Benefits
- Comprehensive health, dental, and vision insurance.
- Commitment to an inclusive, respectful, and accountable work culture.
- Opportunities to solve high-impact problems at global scale.
- Professional growth and development programs.
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