Analyst - Growth Analytics
On-siteBengaluru, Karnataka, India
Job Summary
Build and maintain SQL-based analytics on large distributed datasets covering candidate and job-market analysis, revenue streams, and conversion funnels. Create interactive Tableau dashboards to track key metrics in real time, enabling stakeholders to self-serve insights. Own demand and supply forecasting by building projection models to flag surplus or deficit pockets before they impact the marketplace. Translate analysis into executive-ready deliverables and partner cross-functionally to pressure-test hypotheses and recommend concrete interventions. Proactively surface analytical gaps and provide honest assessments when data does not support initial assumptions. Work within the Growth team at Apna, a large-scale SMB-focused jobs marketplace, to build the backbone of the data platform and drive measurable growth interventions.
Required Qualifications
- 2–4 years in analytics or data science
- Ideally in a marketplace, consumer-internet, or high-growth environment
- Strong SQL
- Comfortable with window functions
- Comfortable with multi-CTE queries
- Comfortable with large-scale distributed data
- Ability to take a messy, ambiguous business question and turn it into rigorous, well-scoped analysis with a clear narrative
- Strong written and verbal communication
- Rigorous, detail-oriented, and intellectually honest
- Willing to double-check numbers
- Willing to retract a finding when the method doesn't hold up
- Must be able to work from office in Domlur, Bangalore
- Must be available for 5 days / week
Desired Qualifications
- Python knowledge
- Experience with Presto/Trino
- Hands-on experience with demand forecasting and demand-supply management
- Track record of taking initiatives that solved real supply/demand imbalances
- Tier-1 college background (IIT / NIT / BITS or equivalent)
- Experience with two-sided platforms or marketplaces
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