Product Analyst

apna is looking for a data-driven Product Analyst to help drive product decisions through deep analytical insights. You will work closely with Product Managers, Engineering, Design, and Business teams to analyse user behaviour, measure product performance, and identify opportunities to improve user experience and business outcomes.
Responsibilities:
Analyse user behaviour and product performance using data.
Build dashboards and reports to monitor key product metrics.
Perform funnel, cohort, retention, and conversion analysis.
Design and analyse A/B experiments to measure feature impact.
Write complex SQL queries to extract and analyse large datasets.
Collaborate with Product Managers to define KPIs and success metrics.
Identify trends, customer pain points, and growth opportunities.
Present actionable insights to cross-functional stakeholders.
Requirements:
Strong SQL (Joins, CTEs, Window Functions, Aggregations).
Knowledge of Product Analytics.
Advanced Excel/Google Sheets.
Data Visualisation (Tableau/Power BI/Looker).
A/B Testing and Experimentation.
Product Metrics (DAU, MAU, Retention, Churn, Conversion Funnels).
Strong analytical and problem-solving skills.
Excellent communication and stakeholder management.
Good to Have:
Python (Pandas, NumPy).
Mixpanel / Amplitude / Google Analytics.
BigQuery / Snowflake / Redshift.
Knowledge of Statistics and Hypothesis Testing.
Experience in consumer internet, fintech, SaaS, or marketplace products.

Experience
2-5 yrs