Sample dossier

This is what lands in your inbox.

A shortlist is three to five candidates, each verified by a senior recruiter. The candidates below are illustrative composites, not real people; real dossiers are shared only with candidate consent.

Sample · anonymised

Senior Data Engineer (lakehouse)

Global insurer GCC, Hyderabad

Must-haves agreed in the brief

Spark
Databricks
SQL modelling
Airflow

Candidate A

Senior Data Engineer, banking GCC · 8 yrs · Hyderabad

90fit score

Migrated a 40-pipeline Hadoop estate to Databricks; owns data-quality contracts for finance reporting.

Evidence for Senior Data Engineer (lakehouse)

Databricks — verified
Spark — verified
SQL modelling — verified
Airflow — verified

Notice period: 90 days
Expected CTC: ₹36–40 LPA

Recruiter note · Best all-round match. Start the process now to account for notice.

Risks to discuss: 90-day notice, no buy-out

Candidate B

Data Engineer, health-tech · 5 yrs · Hyderabad

84fit score

Built streaming ingestion on Kafka and Delta Lake for clinical data; strong on testing and data contracts.

Evidence for Senior Data Engineer (lakehouse)

Spark — verified
Databricks — verified
SQL modelling — partially evidenced
Airflow — partially evidenced

Notice period: 45 days
Expected CTC: ₹28–32 LPA

Recruiter note · Strong engineer with a shorter notice period; within budget.

Risks to discuss: Less orchestration depth

Candidate C

Analytics Engineer moving to platform · 6 yrs · Pune (open to relocate)

78fit score

dbt and warehouse modelling expert growing into Spark; led a cost-reduction project on the warehouse.

Evidence for Senior Data Engineer (lakehouse)

SQL modelling — verified
Spark — partially evidenced
Databricks — partially evidenced
Airflow — verified

Notice period: 60 days
Expected CTC: ₹30–34 LPA

Recruiter note · Consider if modelling quality for reporting is the main pain point.

Risks to discuss: Needs relocation · Lighter on Spark tuning

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