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职场能力评价定义
Yi-Ting Chen Taipei, Taiwan
Data Product Manager/Senior Data Analyst
Dedicated and results-driven professional with a strong background in data analysis, product ownership, and GIS seeking a challenging role in Project Management or Product Management. Proven ability to lead cross-functional teams, streamline processes, and deliver successful projects. Excited to contribute to innovative projects and drive business success.
Skills
Technical
Python
PostgreSQL
BigQuery
Machine Learning
Product Management
PRD Writing
Product Strategy Product Designing Project Management Problem Solving Communication
GIS
ArcGIS
Spatial Data Analysis
Remote Sensing
Image Classification
Semantic
Ontology
Knowledge Modeling
Languages
Mandarin
English
Work Experience
Senior Data Analyst • Vpon Big Data Group
六月 2022 - 九月 2023
1. Product Manager, POI (Point of Interests) Refactoring
• Led cross-functional teams in the data pipeline development of Point of Interest (POI), an automatic Pipeline (ETL) to generate a standard data product, resulting in a 50% increase in user satisfaction.
• Managed the product roadmap, overseeing feature releases, and coordinating with PjM to maximise product adoption.
• Conducted user research and gathered feedback to drive product enhancements and improvements as well as market research and competitor analysis to identify opportunities, areas for product improvement, and pricing strategy.
• Defined and prioritised the product backlog, creating user stories, and ensuring alignment with business goals and stakeholder requirements.
• Collaborated with development teams (1 Project Manager, 1 ML Engineers & 3 Data Engineers) to ensure the timely delivery of high-quality product increments through Agile methodologies.
• Played a pivotal role in reducing time-to-market by 50% through effective sprint planning and backlog refinement.
2. Data Solution Architect
• Designed and implemented end-to-end data solutions for POI, include data sourcing, processing and transforming, resulting in a 80% increase in data accuracy and a 90% reduction in data processing time.
• Managed data infrastructure and storage, optimising performance and scalability.
• Conducted data governance and quality assurance initiatives to maintain data integrity and compliance with regulatory standards.
3. Data Analyst, Footfall/Geolocation Analysis
• Focused on Footfall data with POI analysis to provide an audience profile with several conditions that clients care about, and present data insight as a report through Tableau.
• Conducted comprehensive data analysis to identify trends, patterns, and anomalies, providing valuable insights for strategic decision-making.
• Developed and maintained automated data pipelines, improving data accuracy and reducing processing time by 20%.
Data Analyst • Wipro Limited 印度商威普羅股份有限公司台灣分公司
二月 2022 - 六月 2022
• On site Google and performed complex queries on Buganizer & device testing reports from BigQuery, then analyzed structure, text data to get insights and visualized on the dashboard by Plx to provide graphics on testing quality and ticket progress monitoring.
• Conducted analysis that includes data discovery, data readiness assessments, technical requirements development, and clarification with stakeholders at all levels, including PM, Test engineers and US clients, to achieve over expectations from clients.
• Designed, developed, and maintained reliable metrics and built expertise on how to centralize information in a consistent and qualitative manner.
Regional Sourcing Specialist/Data Analyst • TomTom
四月 2018 - 二月 2022
• Be Subject Matter Expert and led a team of 2 seniors for 3 projects – Point of Interest (POI), EV station POI and Live Traffic. Communicated within the team and coordinated with cross-region/function teams for project scope/data quality issues, to make the team can solve the ad-hoc issues within 1.5 days. Engaged in seamless weekly collaboration with globally.
• Managed effective communication and coordination with cross-functional teams worldwide, ensuring precise project scope and timely data delivery. Achieved remarkable results in both the quality and quantity.
• Devised and implemented an automated web crawler system for POI acquisition, leveraging SQL and Python. Innovated an ETL framework for a new automatic pipeline, slashing processing time by an impressive 90%.
• Provided consultation and spearheaded the digital transformation of TomTom's manual process for Point of Interest (POI) source acquisition. Upon identifying time inefficiencies within the existing pipeline, meticulously delineated the antiquated manual mapping procedure.
Project Leader • Geo
八月 2016 - 十二月 2017
• Acted as presales to deliver product presentations to prospective or current clients and conducted user interviews to gather users’ requirements to help clients to carry out digital transformation on the existing workflow. Used pre-set questions and problem-solving skills to gather issues and insights to save 30% interview time.
• Streamlined and transferred the verbal descriptions and documents to the flowcharts, knowledge graphs, and UI designs (Web/App) to clients and scrum masters to provide the clear design on the undeveloped product and to have the agreement from stakeholders to save 50% time on communication and transportation efforts.
• Acted as project manager to lead a team of 3 engineers and 1 UX designer for 6 projects – Cadastral map management and Factory audit management for local governments, Disaster prevention web GIS and Smart city/campus APP. Helped and trained public servants to be familiar with new systems to replace old workflows to reduce 80% time on manual paperwork.
Education
Feng Chia University
Spatial Information • 2014 - 2016
• Executed the data collecting and organizing in a short time to clear out the Open Data(GIS relevant) strategies in the USA, Germany, Australia, Japan, Korea, and China.
• Led the team to complete and exhibit a project about improving the quality of living and environment in Taichung central city.
• Oral presentation at International Symposium on Remote Sensing (ISRS 2016), Jeju, Korea.
• Study fields were related to Ontology, Semantic Web, GIS, Geocoding.
Feng Chia University
Spatial Information • 2009 - 2013
•Made GIS relevant project every semester
•Led the team to complete the analyzing of potential debris flow last semester
Yi-Ting Chen Taipei, Taiwan
Data Product Manager/Senior Data Analyst
Dedicated and results-driven professional with a strong background in data analysis, product ownership, and GIS seeking a challenging role in Project Management or Product Management. Proven ability to lead cross-functional teams, streamline processes, and deliver successful projects. Excited to contribute to innovative projects and drive business success.
Skills
Technical
Python
PostgreSQL
BigQuery
Machine Learning
Product Management
PRD Writing
Product Strategy Product Designing Project Management Problem Solving Communication
GIS
ArcGIS
Spatial Data Analysis
Remote Sensing
Image Classification
Semantic
Ontology
Knowledge Modeling
Languages
Mandarin
English
Work Experience
Senior Data Analyst • Vpon Big Data Group
六月 2022 - 九月 2023
1. Product Manager, POI (Point of Interests) Refactoring
• Led cross-functional teams in the data pipeline development of Point of Interest (POI), an automatic Pipeline (ETL) to generate a standard data product, resulting in a 50% increase in user satisfaction.
• Managed the product roadmap, overseeing feature releases, and coordinating with PjM to maximise product adoption.
• Conducted user research and gathered feedback to drive product enhancements and improvements as well as market research and competitor analysis to identify opportunities, areas for product improvement, and pricing strategy.
• Defined and prioritised the product backlog, creating user stories, and ensuring alignment with business goals and stakeholder requirements.
• Collaborated with development teams (1 Project Manager, 1 ML Engineers & 3 Data Engineers) to ensure the timely delivery of high-quality product increments through Agile methodologies.
• Played a pivotal role in reducing time-to-market by 50% through effective sprint planning and backlog refinement.
2. Data Solution Architect
• Designed and implemented end-to-end data solutions for POI, include data sourcing, processing and transforming, resulting in a 80% increase in data accuracy and a 90% reduction in data processing time.
• Managed data infrastructure and storage, optimising performance and scalability.
• Conducted data governance and quality assurance initiatives to maintain data integrity and compliance with regulatory standards.
3. Data Analyst, Footfall/Geolocation Analysis
• Focused on Footfall data with POI analysis to provide an audience profile with several conditions that clients care about, and present data insight as a report through Tableau.
• Conducted comprehensive data analysis to identify trends, patterns, and anomalies, providing valuable insights for strategic decision-making.
• Developed and maintained automated data pipelines, improving data accuracy and reducing processing time by 20%.
Data Analyst • Wipro Limited 印度商威普羅股份有限公司台灣分公司
二月 2022 - 六月 2022
• On site Google and performed complex queries on Buganizer & device testing reports from BigQuery, then analyzed structure, text data to get insights and visualized on the dashboard by Plx to provide graphics on testing quality and ticket progress monitoring.
• Conducted analysis that includes data discovery, data readiness assessments, technical requirements development, and clarification with stakeholders at all levels, including PM, Test engineers and US clients, to achieve over expectations from clients.
• Designed, developed, and maintained reliable metrics and built expertise on how to centralize information in a consistent and qualitative manner.
Regional Sourcing Specialist/Data Analyst • TomTom
四月 2018 - 二月 2022
• Be Subject Matter Expert and led a team of 2 seniors for 3 projects – Point of Interest (POI), EV station POI and Live Traffic. Communicated within the team and coordinated with cross-region/function teams for project scope/data quality issues, to make the team can solve the ad-hoc issues within 1.5 days. Engaged in seamless weekly collaboration with globally.
• Managed effective communication and coordination with cross-functional teams worldwide, ensuring precise project scope and timely data delivery. Achieved remarkable results in both the quality and quantity.
• Devised and implemented an automated web crawler system for POI acquisition, leveraging SQL and Python. Innovated an ETL framework for a new automatic pipeline, slashing processing time by an impressive 90%.
• Provided consultation and spearheaded the digital transformation of TomTom's manual process for Point of Interest (POI) source acquisition. Upon identifying time inefficiencies within the existing pipeline, meticulously delineated the antiquated manual mapping procedure.
Project Leader • Geo
八月 2016 - 十二月 2017
• Acted as presales to deliver product presentations to prospective or current clients and conducted user interviews to gather users’ requirements to help clients to carry out digital transformation on the existing workflow. Used pre-set questions and problem-solving skills to gather issues and insights to save 30% interview time.
• Streamlined and transferred the verbal descriptions and documents to the flowcharts, knowledge graphs, and UI designs (Web/App) to clients and scrum masters to provide the clear design on the undeveloped product and to have the agreement from stakeholders to save 50% time on communication and transportation efforts.
• Acted as project manager to lead a team of 3 engineers and 1 UX designer for 6 projects – Cadastral map management and Factory audit management for local governments, Disaster prevention web GIS and Smart city/campus APP. Helped and trained public servants to be familiar with new systems to replace old workflows to reduce 80% time on manual paperwork.
Education
Feng Chia University
Spatial Information • 2014 - 2016
• Executed the data collecting and organizing in a short time to clear out the Open Data(GIS relevant) strategies in the USA, Germany, Australia, Japan, Korea, and China.
• Led the team to complete and exhibit a project about improving the quality of living and environment in Taichung central city.
• Oral presentation at International Symposium on Remote Sensing (ISRS 2016), Jeju, Korea.
• Study fields were related to Ontology, Semantic Web, GIS, Geocoding.
Feng Chia University
Spatial Information • 2009 - 2013
•Made GIS relevant project every semester
•Led the team to complete the analyzing of potential debris flow last semester