Change Data Capture jobs in 2026 — demand, top roles hiring, and related skills

As of 2026-10-29, Change Data Capture appears in 217 job postings indexed by Skillenai over the past 90 days — Data Engineer has the most postings mentioning Change Data Capture.

Last updated · 90d ending 2026-10-29

Postings · last 90 days
217
Top role · 24.0% of skill postings
Top hiring metro
Bengaluru

Which roles want Change Data Capture?

Upload your resume and Skillenai will show which roles your Change Data Capture experience fits, which skills you already cover, and what is missing.

Frequently asked questions about Change Data Capture

+Is Change Data Capture in demand in 2026?

Yes. Change Data Capture appears in 217 job postings indexed by Skillenai over the 90 days ending 2026-10-29. Data Engineer accounts for the most postings mentioning Change Data Capture (24.0% of all postings mentioning Change Data Capture).

+What jobs require Change Data Capture?

According to the Skillenai jobs index over the 90 days ending 2026-10-29, among roles with at least 20 postings, the highest shares mentioning Change Data Capture are Analytics Developer (9.5% of that role’s postings mention Change Data Capture), Oracle DBA (5.0% of that role’s postings mention Change Data Capture), Salesforce Developer (4.7% of that role’s postings mention Change Data Capture).

+What skills are commonly paired with Change Data Capture?

Across job postings indexed by Skillenai (90 days ending 2026-10-29), Change Data Capture most often appears alongside SQL, Python, CI/CD, Kafka, Java.

+Where is Change Data Capture most in demand?

As of 2026-10-29, the metro areas posting the most jobs requiring Change Data Capture are Bengaluru, New York City, Dublin, San Francisco, Hyderabad, according to the Skillenai jobs index.

+How can I keep up with new Change Data Capture content and jobs?

Skillenai indexes news, blog posts, and research papers mentioning Change Data Capture alongside the jobs index. You can subscribe to a daily email digest of new Change Data Capture content from your Skillenai account.

+Which skills come before and after Change Data Capture?

The skill-flow chart shows skills documented in adjacent positions across observed employer changes. An outgoing skill is documented in the following position but not the preceding one. These are ideas to explore, not proven prerequisites, acquisition dates, or levels of mastery. Each ribbon counts employer moves with that skill pair; one move can contribute several pairs.

Weekly indexed postings requiring Change Data Capture — last 90 days

Career paths around Change Data Capture

Skills documented before and after this skill across employer changes.

Historical career profiles · all locations

Skills before Change Data Capture

Before Change Data Capturepython → Change Data Capture: 6 observed employer moves with this skill pairsql → Change Data Capture: 6 observed employer moves with this skill pairspark → Change Data Capture: 5 observed employer moves with this skill pairoracle → Change Data Capture: 4 observed employer moves with this skill pairPySpark → Change Data Capture: 4 observed employer moves with this skill pairAzure Data Factory → Change Data Capture: 4 observed employer moves with this skill pairSQL Server → Change Data Capture: 4 observed employer moves with this skill pairETL → Change Data Capture: 3 observed employer moves with this skill pairChange DataCapturepython: 6 movespython6 movessql: 6 movessql6 movesspark: 5 movesspark5 movesoracle: 4 movesoracle4 movesPySpark: 4 movesPySpark4 movesAzure Data Factory: 4 movesAzure Data Factory4 movesSQL Server: 4 movesSQL Server4 movesETL: 3 movesETL3 moves

Skills after Change Data Capture

After Change Data CaptureChange Data Capture → machine learning: 3 observed employer moves with this skill pairChange Data Capture → BigQuery: 3 observed employer moves with this skill pairChange Data Capture → PySpark: 3 observed employer moves with this skill pairChange Data Capture → MongoDB: 3 observed employer moves with this skill pairChange Data Capture → EC2: 3 observed employer moves with this skill pairChange Data Capture → Git: 3 observed employer moves with this skill pairChange Data Capture → S3: 2 observed employer moves with this skill pairChange Data Capture → Unsupervised: 2 observed employer moves with this skill pairChange DataCapturemachine learning: 3 movesmachine learning3 movesBigQuery: 3 movesBigQuery3 movesPySpark: 3 movesPySpark3 movesMongoDB: 3 movesMongoDB3 movesEC2: 3 movesEC23 movesGit: 3 movesGit3 movesS3: 2 movesS32 movesUnsupervised: 2 movesUnsupervised2 moves
How to read this chart · view counts

Each side is an independent set of observed employer moves, not the same people followed through three stages. Ribbon widths compare move counts within that side. Internal moves are not included.

The following position documents a skill that the preceding position does not. Skills must be linked to both positions, with clear dates and no overlap. One move can connect several skill pairs. These patterns suggest skills to explore; they do not establish prerequisites, when a skill was learned, or a higher skill level.

Source: Skillenai talent graph, historical career profiles. Historical descriptions and coverage can change. Only the leading published connections are shown.

Observed connections and move counts
ConnectionMoves
Before: python6
Before: sql6
Before: spark5
Before: oracle4
Before: PySpark4
Before: Azure Data Factory4
Before: SQL Server4
Before: ETL3
After: machine learning3
After: BigQuery3
After: PySpark3
After: MongoDB3
After: EC23
After: Git3
After: S32
After: Unsupervised2

Roles most likely to require Change Data Capture

Among roles with at least 20 postings in the same period.

RolePostings mentioning skill% of role postings mentioning skill
Analytics Developer29.5%
Oracle DBA15.0%
Salesforce Developer114.7%
Salesforce Engineer24.4%
Salesforce Architect33.6%
Salesforce Technical Lead13.6%
Database Architect13.1%
Engineering Team Lead12.8%
Salesforce Solution Architect12.7%
Integration Architect22.3%

Roles with the most Change Data Capture postings

RolePostings mentioning skillShare of skill postings
Data Engineer5224.0%
Software Engineer5123.5%
Data Architect115.1%
Salesforce Developer115.1%
Backend Engineer94.1%
Engineering Manager62.8%
Solution Architect52.3%
Site Reliability Engineer41.8%
Product Manager31.4%
Salesforce Architect31.4%

Top companies posting jobs requiring Change Data Capture

Employers ranked by indexed job postings in the last 90 days.

Top companies posting jobs requiring Change Data Capture
CompanyPostings · 90 days
Stripe12
Grab8
Bright Vision Technologies6
Wolt5
Anthropic5
SingleStore4
Northwestern Memorial Hospital3
KIPP Public Schools3
Salesforce3
Elsevier3

Job postings indexed over the past 90 days, grouped by resolved employer. Counts are postings, not hires. Companies without a published page appear without a link.

Top metros hiring for Change Data Capture

NamePostingsShare
Bengaluru104.6%
New York City83.7%
Dublin62.8%
San Francisco62.8%
Hyderabad52.3%
Toronto52.3%
Berlin41.8%
Chicago41.8%
Seattle41.8%

Skills commonly paired with Change Data Capture

Explore related pages

How this was computed

Weekly job-count charts omit the incomplete current week (weeks start Monday, UTC). Totals include all postings in the stated window. Counts derive from the Skillenai jobs index over the 90 days ending 2026-10-29. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Role prevalence divides postings mentioning Change Data Capture by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s Change Data Capture postings by all Change Data Capture postings, including postings without a role. Shares need not sum to 100% for the displayed roles. Pages refresh weekly (or daily for the top-50 most-requested skills). An adjusted trend is not shown because comparable posting coverage is insufficient.

source
Skillenai jobs index, deduplicated daily
entity_id
fd1c572337b8a277
data_as_of
2026-10-29
window_days
90
Compiled by Jared Rand · Data sourced from the Skillenai labor market index