Analytics Engineering

49 articles tagged with "Analytics Engineering"

Data Engineer Certs and Salary: 2026 Guide

Certifications can open screens, but salary follows role scope, production ownership, and measurable impact.

October 7, 2026⦁ 14 min read

Data Engineering

Databricks Warehouse HA: 7 Design Patterns

Seven Databricks warehouse HA patterns to meet RTO/RPO: scaling, AZ resilience, failover, retries, stateless compute, standbys, isolation.

October 6, 2026⦁ 20 min read

Data Engineering

Fraud Detection with Streaming Data: Use Cases

Use streaming events plus historical context to detect fraud across banking, e‑commerce, insurance, and telecom—making fast, accurate risk decisions.

October 5, 2026⦁ 6 min read

Data Engineering

12 ClickHouse Architecture Interview Questions

Guide to ClickHouse architecture: columnar storage, MergeTree parts, partitions, shards, replicas, Distributed tables, and query flow.

September 28, 2026⦁ 9 min read

Data Engineering

Lakehouse Governance for PII: Best Practices

Layered lakehouse PII controls: column tags, catalog-driven masking/ABAC, lineage, audit logs, and automated deletion.

August 23, 2026⦁ 23 min read

Data Engineering

Apache Spark Certification Exam Topics List

Checklist of Spark exam essentials: DataFrames/SQL, joins, partitions, performance, streaming, and testing for hands-on prep.

August 20, 2026⦁ 10 min read

Data Engineering

What Makes Great Analytics Pull Requests

Keep analytics PRs small: state the change and impact, list affected metrics/models, and attach tests/screenshots for fast, accurate reviews.

August 18, 2026⦁ 8 min read

Data Engineering

Presto vs Trino Interview Questions

Explains the PrestoDB vs Trino split, rename, shared architecture, deployment differences, and interview-focused workload guidance.

August 17, 2026⦁ 9 min read

Data Engineering

Snowflake vs. Databricks: Monitoring Features Compared

SQL-first platforms favor low-touch monitoring and credit controls, while Spark-heavy stacks demand deeper job and streaming observability.

July 30, 2026⦁ 8 min read

Data Engineering

Ultimate Guide to Data Storytelling with Dashboards

Turn dashboards into decision tools: start with one business question, design for one audience, show the insight and next steps.

July 28, 2026⦁ 10 min read

Data Engineering

Scaling Self-Service Analytics with Databricks

Standardize Gold tables, Unity Catalog metric views, and SQL Warehouses to deliver governed, consistent self-service analytics and BI access.

July 27, 2026⦁ 10 min read

Data Engineering

Case Study: Caching with Databricks for Faster Analytics

Cut scans from 2.3TB to 8GB and reduce compute costs 73% using Disk Cache, Spark cache, SQL result cache and improved file layout.

July 25, 2026⦁ 8 min read

Data Engineering