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AWS Data Engineering Salary Report 2026
TL;DR. In 2026, the median AWS Data Engineer salary is USD 152k (US), USD 88k (EU), and USD 41k (India)...
Snowflake vs Databricks: Enterprise Data Platform Benchmark (2026)
TL;DR. In 2026, Snowflake runs 14% faster than Databricks SQL Warehouse on pure-SQL workloads (TPC-DS SF-1000) at equivalent spend, while...
Microsoft Fabric vs Databricks: Enterprise Analytics Comparison (2026)
TL;DR. In 2026, Microsoft Fabric workloads run 22% faster than equivalent Databricks workloads at 31% lower cost, primarily due to...
Azure Synapse vs Databricks: Enterprise Performance Benchmark (2026)
TL;DR. In 2026, Databricks SQL Warehouse on Azure runs 38% faster than Synapse Dedicated SQL Pool at the same cost...
State of AWS Data Engineering 2026
TL;DR. The 2026 State of AWS Data Engineering benchmarks Glue, EMR, Athena, Redshift, Kinesis, and Lake Formation across 220+ enterprise...
Cloud Infrastructure Cost Benchmark Report (2026)
TL;DR. In 2026, ~28% of monthly cloud spend across surveyed enterprises is recoverable through rightsizing + Savings Plans + idle...
State of DevOps on AWS 2026
TL;DR. In 2026, ~9% of AWS-first DevOps teams achieve the DORA ‘Elite’ performer rating (median), ~33% High, ~42% Medium, ~16%...
Multi-Cloud Talent Market Analysis Report (2026)
TL;DR. In 2026, dual-cloud (AWS + Azure) engineering roles command a median ~14% salary premium over single-cloud roles; ~71% of...
AWS Security Benchmark Report 2026
TL;DR. In 2026, GuardDuty is enabled in 64% of AWS organisations but AWS Config conformance packs and IAM Access Analyzer...
Cloud Transformation Success Rates: Industry Research Report (2026)
TL;DR. Across surveyed enterprises in 2026, ~38% of cloud transformation programs meet their KPIs on time, ~29% partially meet them,...