Skillenai

OLAP jobs in 2026 — demand, top roles hiring, and related skills

As of 2026-11-05, OLAP appears in 303 job postings indexed by Skillenai over the past 90 days — Software Engineer has the most postings mentioning OLAP.

Last updated · 90d ending 2026-11-05

Postings · last 90 days
303
Top role · 20.5% of skill postings
Software Engineer
Top hiring metro
San Francisco

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Frequently asked questions about OLAP

+Is OLAP in demand in 2026?

Yes. OLAP appears in 303 job postings indexed by Skillenai over the 90 days ending 2026-11-05. Software Engineer accounts for the most postings mentioning OLAP (20.5% of all postings mentioning OLAP).

+What jobs require OLAP?

According to the Skillenai jobs index over the 90 days ending 2026-11-05, among roles with at least 20 postings, the highest shares mentioning OLAP are Consulting Engineer (28.3% of that role’s postings mention OLAP), Analytics Developer (14.3% of that role’s postings mention OLAP), Database Architect (8.1% of that role’s postings mention OLAP).

+What skills are commonly paired with OLAP?

Across job postings indexed by Skillenai (90 days ending 2026-11-05), OLAP most often appears alongside SQL, Python, OLTP, AWS, Java.

+Where is OLAP most in demand?

As of 2026-11-05, the metro areas posting the most jobs requiring OLAP are San Francisco, New York City, Tokyo, Bengaluru, Chicago, according to the Skillenai jobs index.

+How can I keep up with new OLAP content and jobs?

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

+Which skills come before and after OLAP?

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 OLAP — last 90 days

Salary distribution

Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized

Career paths around OLAP

Skills documented before and after this skill across employer changes.

Historical career profiles · all locations

Skills before OLAP

Before OLAPsql → OLAP: 13 observed employer moves with this skill pairSSIS → OLAP: 10 observed employer moves with this skill pairpython → OLAP: 9 observed employer moves with this skill pairstored procedures → OLAP: 7 observed employer moves with this skill pairSSRS → OLAP: 6 observed employer moves with this skill pairSQL Server → OLAP: 6 observed employer moves with this skill pairETL → OLAP: 5 observed employer moves with this skill pairsnowflake → OLAP: 5 observed employer moves with this skill pairOLAPsql: 13 movessql13 movesSSIS: 10 movesSSIS10 movespython: 9 movespython9 movesstored procedures: 7 movesstored procedures7 movesSSRS: 6 movesSSRS6 movesSQL Server: 6 movesSQL Server6 movesETL: 5 movesETL5 movessnowflake: 5 movessnowflake5 moves

Skills after OLAP

After OLAPOLAP → sql: 10 observed employer moves with this skill pairOLAP → python: 9 observed employer moves with this skill pairOLAP → Tableau: 9 observed employer moves with this skill pairOLAP → ETL: 6 observed employer moves with this skill pairOLAP → SQL Server: 6 observed employer moves with this skill pairOLAP → Excel: 5 observed employer moves with this skill pairOLAP → AWS: 5 observed employer moves with this skill pairOLAP → C#: 5 observed employer moves with this skill pairOLAPsql: 10 movessql10 movespython: 9 movespython9 movesTableau: 9 movesTableau9 movesETL: 6 movesETL6 movesSQL Server: 6 movesSQL Server6 movesExcel: 5 movesExcel5 movesAWS: 5 movesAWS5 movesC#: 5 movesC#5 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: sql13
Before: SSIS10
Before: python9
Before: stored procedures7
Before: SSRS6
Before: SQL Server6
Before: ETL5
Before: snowflake5
After: sql10
After: python9
After: Tableau9
After: ETL6
After: SQL Server6
After: Excel5
After: AWS5
After: C#5

Roles most likely to require OLAP

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

RolePostings mentioning skill% of role postings mentioning skill
Consulting Engineer1528.3%
Analytics Developer314.3%
Database Architect38.1%
Cloud Data Engineer36.2%
Partner Solutions Architect15.0%
ETL Developer23.5%
Product Data Scientist12.7%
Database Reliability Engineer12.4%
Business Intelligence Developer22.0%
Data Architect131.7%

Roles with the most OLAP postings

RolePostings mentioning skillShare of skill postings
Software Engineer6220.5%
Solutions Architect5317.5%
Data Engineer4615.2%
Backend Engineer247.9%
Consulting Engineer155.0%
Data Architect134.3%
Engineering Manager72.3%
Analytics Engineer51.7%
Product Manager41.3%
Site Reliability Engineer41.3%

Top companies posting jobs requiring OLAP

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

Top companies posting jobs requiring OLAP
CompanyPostings · 90 days
Databricks42
ClickHouse26
Grafana Labs13
Hiflylabs6
TRM Labs6
Google5
Grafanalabs5
Salesforce4
Amplitude4
ThoughtSpot4

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 OLAP

NamePostingsShare
San Francisco113.6%
New York City103.3%
Tokyo72.3%
Bengaluru51.7%
Chicago51.7%
In Salah51.7%
Seoul51.7%
Amsterdam41.3%
Boston41.3%

Skills commonly paired with OLAP

SQL (146)Python (132)OLTP (126)AWS (109)Java (79)Azure (73)GCP (73)Kafka (68)ETL (55)data modeling (55)

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 2026-11-05. 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 OLAP by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s OLAP postings by all OLAP 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
c62789028e10a01e
data_as_of
2026-11-05
window_days
90
Compiled by Jared Rand · Data sourced from the Skillenai labor market index