Updated May 01, 2026 · Based on 1,088 job listings · Primary category signal: Data & Analytics (7.8%)
Demand by Role Category
| Category | Demand % | Trend (30d) | Listings |
|---|---|---|---|
| Data & Analytics | 7.8% | ↓ 10.0pp | 433 |
| Software Engineering | 3.1% | ↓ 4.3pp | 259 |
| AI & Machine Learning | 3.0% | ↓ 7.7pp | 66 |
| Product & Design | 1.6% | ↓ 2.1pp | 27 |
| DevOps & Infrastructure | 1.1% | ↓ 2.7pp | 34 |
| Security | 0.6% | ↓ 5.4pp | 8 |
Who's Asking for Data Pipeline?
Top roles: Data Engineer (282), Full Stack Developer (216), Data Analyst (34), ML Engineer (32), Data Scientist (29)
Top companies: databricks (43), fivetran (33), anthropic (26), stripe (22), airbnb (21)
Seniority breakdown: senior: 53.3% · mid: 44.5% · entry: 2.2%
Commonly Paired With
Skills that appear alongside Data Pipeline most frequently:
- Scala — 38.8% co-occurrence
- AWS — 34.5% co-occurrence
- Python — 34.0% co-occurrence
- SQL — 32.8% co-occurrence
- Stakeholder Mgmt — 30.9% co-occurrence
- Excel — 22.7% co-occurrence
- Spark — 17.8% co-occurrence
- Azure — 17.3% co-occurrence
Salary Signal
For roles requiring Data Pipeline, published pay clusters around a $94,938 median, spanning $65,000 (25th percentile) to $136,000 (75th percentile), with top-end listings reaching $455,905.
Based on 350 listings with published compensation.
Trend
Data Pipeline appears in 1,088 active job listings, with its strongest foothold in Data & Analytics where it accounts for 7.8% of postings. Demand has pulled back sharply across all categories over the past 30 days — down 10.0 percentage points in Data & Analytics and 7.7pp in AI & Machine Learning — suggesting a short-term hiring cooldown rather than a structural decline. The seniority mix reinforces that this remains a specialized skill, with senior roles making up 53.3% of listings and entry-level positions at just 2.2%.
Frequently Asked Questions
How in demand is Data Pipeline right now?
Data Pipeline is actively sought across 1,088 job listings, making it a well-established requirement in the hiring market. Demand is heaviest in Data & Analytics at 7.8% of category postings, followed by Software Engineering at 3.1% and AI & Machine Learning at 3.0%. Recent 30-day drops across all categories indicate a cooling period, so competition for open roles may be slightly lower right now.
What salary can I expect if I know Data Pipeline?
Data Pipeline skills command a median salary of $94,938 based on 350 listings with published pay. The full compensation range runs from $65,000 to $136,000, giving experienced practitioners meaningful upside. Given that 53.3% of roles are senior-level, candidates with deeper experience are best positioned to reach the top of that range.
What skills pair well with Data Pipeline?
Data Pipeline roles most frequently appear alongside Scala, AWS, Python and SQL in job postings. Python and SQL are foundational for data transformation and querying, while AWS signals that cloud infrastructure knowledge is expected. Scala expertise sets candidates apart in high-throughput engineering contexts, particularly for Data Engineer roles which rank as the top position requiring this skill.
Data sourced from 1,088 active job listings via Greenhouse, Lever and Ashby. Updated weekly. About our data & methodology.