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Self-imposed Summary
Self-imposed Summary
I'm a hands-on Data Operations (human judgment on data) lead, with 8+ years of experience leading projects (short+long term), scaling programs and reducing manual work. Recognized as go-to person for analytics, tooling, and cross-team special projects, quickly learning new domains and solving bottlenecks.Β
Skilled in human and LLM data labeling, vendor management, data quality management, stakeholder collaboration, strategic reporting, and automation with SQL and Python.
Core Skills
Core Skills
Technical: SQL, Python, Excel, Ubuntu Terminal
Data Operations Management: Scope definition, task management, guidelines, data QA
Processes & Tooling: Innovate new processes and tools, onboarding to new platforms to support new tooling
Project Management: Requirements + KPI definition, strategic reporting, stakeholder management and cross-team leadership
Data quality management, taxonomy and metadata
Fully bilingual: Hebrew & English
Work experience
Work experience
2023-2025
Data Operations Manager - Automations & LLM Labeling (Special Projects 1-woman Squad) @ eBay Israel R&D Center
Introduced and established LLM labeling in the group, reducing manual work on selected tasks by 50-80%
Designed & implemented automated reporting and task creation processes
Provided operational and technical support in fast-moving projects (e.g. AI-based catalog, data migration to new product platform)
2021-2023
Refurbished Track Lead & Data Operations Manager @ eBay Israel R&D Center
Owned and scaled the catalog data operation for the global Refurbished program (~2k --> ~500k) while keeping quality standards, and creating tooling
Managed outsourced vendor operations (Priorities, QA, deliveries, SLAs)
Introduced KPIs and metrics to track performance
Worked cross-functionally with global product, business and analytics to define data requirements and deliver insights
2021
Technical Data Operations Manager @ eBay Israel R&D Center
Led horizontal high scale catalog operation project
Designed and implemented ETLs and automations in SQL and Python to streamline QA and data lifecycle processes
Conducted operational data analysis and strategic reporting to guide decision-making
Notable Project: added new image data source, improving catalog image coverage fromΒ ~40% to ~85%)
2017-2021
Taxonomy Data Manager @ eBay Israel R&D Center
Defined and maintained eBay's category structure and metadata
Managed outsourced vendor work, including training
Introduced automation and data-driven decision-making into taxonomy curation, validation, and collection
Acted as technical focal point for SQL/DWH processes
Designed and implemented taxonomy structures to support product discovery and site navigation
2016-2017
Market Analyst @ Madlan (now Localize.City)
Conducted qualitative research on U.S. real estate market and translated findings into technical process definitions
2015-2016
Data Labeler @ JustVisual (now closed)
Labeled training data and evaluated results for a visual search algorithm
Education
2019-2022Education
Open University - Computer Science courses towards B.Sc
2009-2014Tel Aviv University - B.A in Linguistics and Gender Studies
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