Business Analyst- Marketplace

SNITCH; Bengaluru; On-site; INR 800,000 - 1,200,000; Full time

Job summary

Snitch, a fast-growing D2C menswear brand, seeks a hands-on Analytics role in Bengaluru. You will own reporting infrastructure, build pricing models, and deliver insights that influence channel planning, inventory decisions, and margin outcomes.

You’ll own daily dashboards for GP, sales, conversion and spends; weekly and monthly channel P&L; price sensitivity analyses; and the next version of our internal pricing model with broad SKU coverage. If you love numbers and retail, you’ll fit right in.

Qualifications

• Min 2 years in analytics, ecommerce, or related field.
• Strong SQL: joins, CTEs, window functions, aggregations.
• Ability to structure a problem before opening a query editor.
• Clear written communication; explain trends to non-SQL audiences.
• High ownership; proactively investigates when something looks off.
• Genuine interest in retail, fashion, or ecommerce.

Responsibilities

• Build and maintain daily dashboards covering GP, sales, conversion, and spends.
• Weekly and monthly channel P&L reporting covering GMV, Net Sales, and Margins.
• Run structured price sensitivity analyses and translate findings into clear action recommendations.
• Own and build the next version of our internal pricing model with broad SKU coverage.
• Performance and planning analytics for B2B and category teams, including forecast tracking and actual vs plan bridges.
• Inventory build analytics to support selection decisions and keep excess inventory in check.
• GM% and growth tracking by category on an ongoing basis.
• Build a returns analytics framework segmented by category, channel, and geography; identify reduction levers.

Skills

SQL proficiency

Analytical thinking

Structured problem solving

Clear communication

Ownership

Retail/ecommerce interest

Job description

Snitch is a fast-growing D2C menswear brand scaling across ecommerce and retail. This is a hands‑on analytics role sitting at the intersection of business performance, pricing, and category strategy. You will own reporting infrastructure, build pricing models, and deliver insights that directly influence channel planning, inventory decisions, and margin outcomes. If you're someone who finds a number that doesn't add up and can't sleep till you know why, this role is for you.

What You'll Own

Analytics & Visibility

• Build and maintain daily dashboards covering GP, sales, conversion, and spends
• Weekly and monthly channel P&L reporting covering GMV, Net Sales, and Margins
• Run structured price sensitivity analyses and translate findings into clear action recommendations
• Own and build the next version of our internal pricing model with broad SKU coverage

Category & B2B Analytics

• Performance and planning analytics for B2B and category teams, including forecast tracking and actual vs plan bridges
• Inventory build analytics to support selection decisions and keep excess inventory in check
• GM% and growth tracking by category on an ongoing basis

Returns Analytics

• Build a returns analytics framework segmented by category, channel, and geography
• Identify reduction levers and deliver actionable recommendations to the business

Special Projects

• Support leadership with business case analyses, deep dives, and strategic inputs as needed

What We're Looking For

• Min 2 years in analytics, ecommerce, or a related field
• Strong SQL: joins, CTEs, window functions, aggregations
• Ability to structure a problem before opening a query editor
• Clear written communication, you can explain a trend to someone who doesn't know SQL
• High ownership. You don't wait to be told when something looks off.
• Genuine interest in retail, fashion, or ecommerce