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Data Analyst with 4+ years in market research data processing and validation.
Results-driven Market Research Data Analyst with 4 years of experience in survey data processing, validation, and tabulation. I support research and analytics teams by delivering accurate, consistent, and client-ready tabulation outputs, including custom-designed tables, across a wide range of market research studies. Hands-on experience in tabulation using Q Research Tool, including custom table creation, banner design, weighted outputs, and complex table structures as per client and study requirements. Strong exposure to Max Diff and Conjoint tabulation, along with data validation using Quantum (logic checks, rotation checks, questionnaire flow validation) and preparation of Data Validation Reports. In parallel, I perform data quality checks and prepare Data Quality Reports, and handle data cleaning using SPSS and Excel to ensure reliable inputs for tabulation. Experienced in automation, having built multiple Excel macros and Q scripts to streamline tabulation workflows, reduce manual effort, and improve turnaround time. Comfortable working independently and collaborating with cross-functional teams.
Padmashree Dr. Vithal Rao Vikhe Patil College, Loni Pravara Nagar
Bachelor of Computer Science (BCS) · Computer Science
August 1, 2021 – June 30, 2021
Course5 Intelligence Pvt. Ltd.
Data Analyst
June 1, 2022 – Present
Mumbai, Maharashtra, India
Diverse survey research projects (Wave, PRF, Conjoint, Max-Diff)
June 1, 2022 – June 1, 2026
Worked on diverse survey research projects including Wave (W1-W7 merged data), PRF (stacked data), Conjoint, and Max-Diff studies.
Complex multi-wave datasets management
June 1, 2022 – June 1, 2026
Ensured variable consistency (name, type, and width) across multiple waves to facilitate accurate data merging. Monitored additions or deletions of variables in new waves, maintaining data integrity and enabling smooth table creation. Actively handled complex multi-wave datasets, ensuring all changes were tracked and datasets were ready for analysis.
Client-driven hard studies (e.g., Beyond Blue)
June 1, 2022 – June 1, 2026
Executed precise table generation for client-driven hard studies (e.g., Beyond Blue) by utilizing DP specs and supplied data files, delivering customized outputs as per client expectations.
Adelphi and Adelphi International and ARW (Adelphi Real World) and Beyond Blue projects
June 1, 2022 – June 1, 2026
Handled end-to-end data checking and tabulation for Adelphi and Adelphi International and ARW (Adelphi Real World) and Beyond Blue projects, ensuring accurate and timely delivery of outputs.
MS Excel (Advanced)
Course5 Intelligence
June 1, 2026 – Present
Introduction to Tableau
Course5 Intelligence
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's experience in diverse market research projects (Adelphi, Beyond Blue, Wave, PRF, Conjoint, Max-Diff) indicates adaptability and a broad understanding of different research methodologies. Their role as a Data Analyst at Course5 Intelligence Pvt. Ltd. aligns well with the target role. The certifications in MS Excel (Advanced) and Introduction to Tableau show a proactive approach to skill development, which is a positive cultural indicator. The focus on data accuracy and client satisfaction also aligns with a quality-oriented culture.
Soft Skills & Operational Fit
The candidate demonstrates strong operational fit through their experience in streamlining workflows with automation (Excel macros, Q scripts) and their ability to work independently and collaboratively. Their achievements (Star of the Quarter, Client Champion Award) suggest a results-driven attitude and commitment to high-quality delivery. The resume indicates comfort with cross-functional team collaboration.