Data Scientist (Bengaluru)

Data Scientist (Bengaluru)

21 Aug
|
GoComet
|
Bengaluru

21 Aug

GoComet

Bengaluru

Senior Data Engineer / Data Platform Lead
The Role
Every number a customer argues about.
Architecture is still open and yours to decide and defend: warehouse shape, table format, orchestration, where the streaming boundary sits against change capture or a tighter batch cadence, and how datasets are tiered with real service levels behind them.
This is not an Analytics Engineer role. They decide what a term means; you decide whether the number is computed correctly, arrives on time, and can bear the inference drawn from it.
If a metric means two different things in two places, that is theirs. If it means the right thing but is stale or irreproducible, it is yours.
What You Would Actually Be Doing
Own the Event Pipeline
Own the event pipeline behind shipment milestones: late arrivals, corrections that restate a milestone recorded three days ago, and the gap between event time and ingest time.
Define how a restatement propagates to something a customer has already seen.
Build for Agent-Grade Serving




Make the serving path positive enough for an agent to depend on — with a stated freshness target per dataset and a read path whose p99 you know.
Because when a run stalls waiting for a number, a workflow with money attached stalls too.
Make Data Quality Fail, Not Warn
Build data quality as failing checks, not dashboards:
Null rates
Referential integrity breaks
Duplicate milestones
Distribution shifts when a partner changes a field
A check that only warns is a check nobody reads.
Enforce Tenant Isolation
Enforce tenant isolation at the data layer and assert it through tests.
Contract rates are commercially sensitive between competitors who may share the same forwarders.
Own Expensive Backfills
Plan backfills that cost real money.
A reprocess across 30+ countries of historical data has a bill and a blast radius. You own both.
Apply Statistical Judgement
Bring statistical rigour to decisions.
Know what you can and cannot claim from observational data — and say so before the decisio

📌 Data Scientist (Bengaluru)
🏢 GoComet
📍 Bengaluru

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