Apache Pig VS Apache Spark
As of 30 October 2026, Apache Spark is named by 3,541 companies and Apache Pig by 121; Apache Pig skews to companies under 200 people (54% vs 43%), Apache Spark to companies over 1,000 (33% vs 26%).
As of 30 October 2026 · refreshed daily · counts move as websites, DNS and career sites are re-read.
The website-and-DNS footprint is not comparable between a marketing suite and a CRM: Apache Pig's script and mail records show on hundreds of thousands of small sites, Apache Spark rarely leaves a trace outside its own apps. Compare on the job-posting numbers; use the footprint for reach.
- Apache Pig: 2–200 employees
- 54%
- Apache Spark: 2–200 employees
- 43%
- Apache Pig: 1,000+ employees
- 26%
- Apache Spark: 1,000+ employees
- 33%
- Postings per company, 90 days
- 1.8 · 4.0
- Website or DNS footprint
- 0 · 0
Who chooses which
Share of each tool's companies in every segment. "Leans" marks a gap of more than two points.
| Segment | Apache Pig | share | Apache Spark | share | Leans |
|---|---|---|---|---|---|
| Self-employed | 4 | 3% | 51 | 1% | even |
| 2-10 employees | 4 | 3% | 253 | 7% | Apache Spark |
| 11-50 employees | 27 | 22% | 524 | 15% | Apache Pig |
| 51-200 employees | 34 | 28% | 752 | 21% | Apache Pig |
| 201-500 employees | 11 | 9% | 483 | 14% | Apache Spark |
| 501-1000 employees | 9 | 7% | 326 | 9% | even |
| 1001-5000 employees | 13 | 11% | 557 | 16% | Apache Spark |
| 5001-10000 employees | 2 | 2% | 179 | 5% | Apache Spark |
| 10,001+ employees | 17 | 14% | 416 | 12% | Apache Pig |
| Segment | Apache Pig | share | Apache Spark | share | Leans |
|---|---|---|---|---|---|
| Technology & software | 77 | 64% | 1,886 | 53% | Apache Pig |
| Business & finance services | 20 | 17% | 719 | 20% | Apache Spark |
| Manufacturing & industry | 12 | 10% | 246 | 7% | Apache Pig |
| Consumer services & leisure | 4 | 3% | 87 | 2% | even |
| Public, community & associations | 3 | 2% | 82 | 2% | even |
| Health care | 1 | 1% | 49 | 1% | even |
| Hospitality & travel | 1 | 1% | – | – | outside top 12 |
| Media & content | 1 | 1% | 126 | 4% | Apache Spark |
| Transport, logistics & rental | 1 | 1% | 43 | 1% | even |
| Utilities & infrastructure | 1 | 1% | 91 | 3% | even |
| Commerce & trade | – | – | 99 | 3% | outside top 12 |
| Property & construction | – | – | 53 | 1% | outside top 12 |
| Automotive | – | – | 31 | 1% | outside top 12 |
| Segment | Apache Pig | share | Apache Spark | share | Leans |
|---|---|---|---|---|---|
| United States | 85 | 70% | 2,227 | 63% | Apache Pig |
| United Kingdom | 6 | 5% | 252 | 7% | Apache Spark |
| France | 5 | 4% | 119 | 3% | even |
| India | 4 | 3% | 120 | 3% | even |
| Belgium | 2 | 2% | – | – | outside top 12 |
| Canada | 2 | 2% | 91 | 3% | even |
| Switzerland | 2 | 2% | – | – | outside top 12 |
| Germany | 2 | 2% | 142 | 4% | Apache Spark |
| Italy | 2 | 2% | 35 | 1% | even |
| Singapore | 2 | 2% | – | – | outside top 12 |
| Australia | 1 | 1% | 42 | 1% | even |
| Colombia | 1 | 1% | – | – | outside top 12 |
| Netherlands | – | – | 40 | 1% | outside top 12 |
| Brazil | – | – | 37 | 1% | outside top 12 |
| Spain | – | – | 36 | 1% | outside top 12 |
| Poland | – | – | 34 | 1% | outside top 12 |
| Segment | Apache Pig | share | Apache Spark | share | Leans |
|---|---|---|---|---|---|
| Data & AI | 589 | 69% | 13,122 | 65% | Apache Pig |
| Software engineering | 134 | 16% | 3,571 | 18% | Apache Spark |
| IT operations & business systems | 18 | 2% | 631 | 3% | even |
| Engineering (non-software) | 4 | 0% | 112 | 1% | even |
| Education & training | 2 | 0% | 29 | 0% | even |
| Marketing & communications | 2 | 0% | 67 | 0% | even |
| Product, program & project management | 2 | 0% | 256 | 1% | even |
| Legal, compliance & risk | 1 | 0% | 62 | 0% | even |
| Research and science | 1 | 0% | – | – | outside top 12 |
| Sales | 1 | 0% | 313 | 2% | even |
| Unclassified | 1 | 0% | – | – | outside top 12 |
| Customer service & success | – | – | 73 | 0% | outside top 12 |
| General management & consulting | – | – | 70 | 0% | outside top 12 |
| Finance & accounting | – | – | 63 | 0% | outside top 12 |
The companies behind each column
Companies using Apache Pig →
Companies using Apache Spark →
distributed processing ranked →
Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.
Apache Spark is named by 3,541 companies in job postings and Apache Pig by 121; 151 name both. (Breaknorm, 30 October 2026, https://breaknorm.co/compare/apache-pig-vs-apache-spark)
Read from the source, not self-reported
Every number on this page can be traced to a page we crawled or a posting we read. Full methodology →
- Job postingsRead hourly from career sites. A tool counts when the employer's own text names it as the team's system; both tools can count for one company.
- Website and DNSScripts and embeds on the company's pages, plus SPF, DKIM, MX and CNAME records of its domain that point at the vendor.
- SegmentsCountry, size and industry from the company profile built from its website.
- Not a reviewNo ratings, prices or feature claims. For those, read the vendors.
Apache Pig vs Apache Spark: questions
Which is more used, Apache Pig or Apache Spark?
By companies naming it in their own job postings, Apache Spark (3,541) over Apache Pig (121). By website-and-DNS footprint, Apache Spark (0 vs 0), because its scripts and mail records sit on many small company sites.
Who chooses Apache Pig?
54% of Apache Pig companies have 2 to 200 employees, against 43% for Apache Spark. 26% of Apache Pig companies have over 1,000 employees, against 33% for Apache Spark.
Do companies run both?
151 companies name both in their postings, usually Apache Pig in marketing and Apache Spark in sales, or during a migration.
Where do these numbers come from?
From the employer's own text in job postings read hourly from career sites, and from scripts found on company websites in our crawl. No vendor data, no surveys.
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