VBVasileios Bardakosintcl.hashnode.devHow Data Engineers Institutionalize FictionThis is not an article about retries, observability, SLAs, or the next framework promising reliability. It is not about dashboards. It is not about alert tuning. It is not about adding tooling on top 17h ago·8 min read
RSRicky Suhanryindatarunner01.hashnode.devData Modeling Fundamentals part-2: Data Modeling Approach and TechniquesWelcome readers of data engineering blog, after taking a break on January finally I release the second part of data modeling. Last year, in https://datarunner01.hashnode.dev/data-modeling-fundamentals21h ago·18 min read
SSathishinblog.dvskr.devHow We Counted 693 Live PMHNP Openings in California (and Why Volume ≠ Fit)California shows 693 PMHNP openings in our index. The interesting part isn’t the number—it’s how you get a trustworthy count from messy job feeds, and what the distribution says about metros, settings, and competition. California State Spotlight: 693...21h ago·5 min read
TSTimothy Sceurmanindbadhd.hashnode.devThe Partnership Proxy: How Business Alignment Moved Our AI Agent From POC to PROD“Never let perfect be the enemy of the good”. I say this to my team often, because in the data world, we have a bad habit of letting "perfect" be the enemy of "shipped." We spend months architecting 1d ago·5 min read
SSathishinblog.dvskr.devHow We Detect “PMHNP-BC Required” in 500+ Job Feeds (and What the Credential Actually Means)In our pipeline, “PMHNP-BC required” isn’t a nice-to-have string. It’s a high-signal field that determines whether a job matches a clinician at all—so we treat it like structured data, not copy. How We Detect “PMHNP-BC Required” in 500+ Job Feeds (an...1d ago·5 min read
SSathishinblog.dvskr.devHow We Measure the DNP vs MSN Pay Delta for PMHNP Jobs (and Turn It Into ROI Math)The “DNP earns $10–20K more than MSN” claim is directionally true in our job dataset—but only after you normalize salary formats, dedupe reposts, and separate degree signals from everything else employers pay for. How We Measure the DNP vs MSN Pay De...2d ago·5 min read
RGRyan Giggsinryan-giggs.hashnode.devData Platforms with BruinWeek 5 of Data Engineering Zoomcamp by @DataTalksClub complete Just finished Module 5 - Data Platforms with Bruin. Learned how to: ✅ Build end-to-end ELT pipelines with Bruin ✅ Configure environments 4d ago·1 min read
SSathishinblog.dvskr.devHow We Compared Telehealth vs In-Person PMHNP Pay Across 10,000+ Job Posts“Telehealth pays less” is usually a conclusion drawn from one offer. When you aggregate thousands of postings and normalize comp structures, the pattern flips: telehealth often pays more. The myth: telehealth is “easier,” so it pays less On PMHNP Hir...4d ago·5 min read
RTRory Tanineddible.hashnode.devWe Automated My SG Banking Workflow with Claude CodeI have accounts across most of Singapore's major banks and more credit cards than I'd like to admit. If you're a miles hacker in SG, you know the game — different cards for different spend categories,5d ago·6 min read
APArnaud Pouppevilleinarnaudp.devMedallion Architecture in Azure Databricks: The Practical GuideMedallion architecture has become the go-to standard for organizing data in a lakehouse — yet many teams overlook its full potential. It's common to find Silver tables that are straight copies of BronFeb 19·9 min read
