OLAP Contract Job Trends in England

Online Analytical Processing (OLAP)
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring OLAP skills. It covers contract job vacancies from the 6 months leading up to 11 December 2025, with comparisons to the same periods in the previous two years.

6 months to
11 Dec 2025
Same period 2024 Same period 2023
Rank 528 493 532
Rank change year-on-year -35 +39 +115
Contract jobs citing OLAP 16 14 39
As % of all contract jobs in England 0.052% 0.046% 0.10%
As % of the Database & Business Intelligence category 0.30% 0.25% 0.61%
Number of daily rates quoted 13 10 18
10th Percentile £416 £569 £373
25th Percentile £519 £613 £423
Median daily rate (50th Percentile) £550 £655 £560
Median % change year-on-year -16.03% +16.96% -6.67%
75th Percentile £614 £745 £744
90th Percentile - £926 £888
UK median daily rate £563 £655 £560
% change year-on-year -14.12% +16.96% -2.61%

All Database and Business Intelligence Skills
England

OLAP falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring database or business intelligence skills in England.

Contract vacancies with a requirement for database or business intelligence skills 5,348 5,501 6,437
As % of all contract IT jobs advertised in England 17.27% 18.14% 16.71%
Number of daily rates quoted 3,726 3,681 4,586
10th Percentile £325 £350 £358
25th Percentile £410 £425 £450
Median daily rate (50th Percentile) £500 £550 £550
Median % change year-on-year -9.09% - -
75th Percentile £625 £663 £650
90th Percentile £725 £788 £750
UK median daily rate £500 £527 £535
% change year-on-year -5.12% -1.50% -2.73%
Number of hourly rates quoted 74 76 131
10th Percentile £20.69 £18.25 £18.57
25th Percentile £29.06 £24.44 £22.87
Median hourly rate £45.00 £38.00 £46.18
Median % change year-on-year +18.42% -17.71% -7.73%
75th Percentile £65.00 £61.69 £64.52
90th Percentile £83.95 £66.00 £77.50
UK median hourly rate £43.50 £31.55 £46.18
% change year-on-year +37.90% -31.69% -7.64%

OLAP
Job Vacancy Trend in England

Historical trend showing the proportion of contract IT job postings citing OLAP relative to all contract IT jobs advertised in England.

OLAP job vacancy trend in England

OLAP
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing OLAP.

Contractor daily rate distribution trend for jobs in England citing OLAP

OLAP
Daily Rate Histogram in England

Daily rate distribution for jobs citing OLAP in England over the 6 months to 11 December 2025.

Daily rate histogram for OLAP in England

OLAP
Hourly Rate Trend in England

Contractor hourly rate distribution trend for jobs in England citing OLAP.

Contractor hourly rate distribution trend for jobs in England citing OLAP

OLAP
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing OLAP within the England region over the 6 months to 11 December 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London -2 13 £588 -10.31% 1
North of England -39 3 £525 - 1
North West - 3 £525 -
OLAP
UK

OLAP
Co-Occurring Skills & Capabilities in England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 5 (31.25%) Apache
1 5 (31.25%) Apache Spark
2 3 (18.75%) SAS
3 2 (12.50%) Apache Airflow
Applications
1 4 (25.00%) Microsoft Excel
Cloud Services
1 9 (56.25%) AWS
1 9 (56.25%) Power Platform
2 8 (50.00%) Amazon S3
3 7 (43.75%) Azure
3 7 (43.75%) GCP
4 5 (31.25%) Amazon SQS
4 5 (31.25%) AWS CloudFormation
4 5 (31.25%) Azure Synapse Analytics
4 5 (31.25%) Collibra
5 2 (12.50%) dbt
6 1 (6.25%) Amazon Kinesis
6 1 (6.25%) AWS KMS
6 1 (6.25%) SaaS
6 1 (6.25%) Snowflake
Database & Business Intelligence
1 9 (56.25%) Power BI
2 7 (43.75%) Data Warehouse
2 7 (43.75%) OLTP
3 6 (37.50%) OLAP Cube
4 5 (31.25%) Amazon Athena
4 5 (31.25%) BigQuery
4 5 (31.25%) Data Lake
4 5 (31.25%) Mixpanel
5 4 (25.00%) SQL Server
6 3 (18.75%) Cognos Framework Manager
6 3 (18.75%) Cognos Report Studio
6 3 (18.75%) Cognos Transformer
6 3 (18.75%) Metadata
7 2 (12.50%) PostgreSQL
7 2 (12.50%) Power Query
7 2 (12.50%) PowerPivot
7 2 (12.50%) Snowflake Schema
7 2 (12.50%) SQL Server Analysis Services
7 2 (12.50%) SQL Server Integration Services
7 2 (12.50%) Tableau
General
1 7 (43.75%) Analytical Skills
2 5 (31.25%) Finance
3 3 (18.75%) Presentation Skills
4 2 (12.50%) Banking
4 2 (12.50%) Investment Banking
5 1 (6.25%) Manufacturing
Job Titles
1 7 (43.75%) Developer
2 6 (37.50%) Data Engineer
3 4 (25.00%) Data Analytics Engineer
3 4 (25.00%) Principal Data Engineer
3 4 (25.00%) Principal Engineer
3 4 (25.00%) Principal Software Engineer
3 4 (25.00%) Software Engineer
4 3 (18.75%) Cognos Developer
4 3 (18.75%) Senior
5 2 (12.50%) Analyst
5 2 (12.50%) Analyst Developer
5 2 (12.50%) Architect
5 2 (12.50%) Data Analyst
5 2 (12.50%) Data Architect
5 2 (12.50%) Report Analyst
5 2 (12.50%) Report Developer
5 2 (12.50%) Senior Data Engineer
5 2 (12.50%) SQL Analyst
5 2 (12.50%) SQL Data Analyst
5 2 (12.50%) SQL Developer
Libraries, Frameworks & Software Standards
1 6 (37.50%) Kafka
2 5 (31.25%) Great Expectations
3 1 (6.25%) MDX
3 1 (6.25%) React
Miscellaneous
1 6 (37.50%) Cloud Native
2 1 (6.25%) Clustering
2 1 (6.25%) Data Structures
2 1 (6.25%) Replication
Operating Systems
1 1 (6.25%) Unix
Processes & Methodologies
1 14 (87.50%) Business Intelligence
2 13 (81.25%) Data Modelling
3 11 (68.75%) ETL
4 10 (62.50%) Data Governance
5 9 (56.25%) Analytics
6 8 (50.00%) Data Architecture
7 6 (37.50%) Data Analytics
7 6 (37.50%) Data Engineering
7 6 (37.50%) DevOps
7 6 (37.50%) Observability
8 5 (31.25%) Batch Processing
8 5 (31.25%) CI/CD
8 5 (31.25%) Data Privacy
8 5 (31.25%) Dimensional Modelling
8 5 (31.25%) Infrastructure as Code
8 5 (31.25%) LLM
8 5 (31.25%) Machine Learning
8 5 (31.25%) MapReduce
8 5 (31.25%) Monte Carlo Method
8 5 (31.25%) RBAC
Programming Languages
1 14 (87.50%) SQL
2 10 (62.50%) Python
3 5 (31.25%) C#
4 3 (18.75%) Data Analysis Expressions
5 2 (12.50%) T-SQL
6 1 (6.25%) PL/SQL
Qualifications
1 4 (25.00%) Computer Science Degree
1 4 (25.00%) Degree
2 2 (12.50%) Master's Degree
3 1 (6.25%) AWS Certification
3 1 (6.25%) MySQL Certification
3 1 (6.25%) TOGAF Certification
Quality Assurance & Compliance
1 7 (43.75%) Data Quality
2 6 (37.50%) GDPR
3 1 (6.25%) Accessibility
3 1 (6.25%) California Consumer Privacy Act
Systems Management
1 5 (31.25%) Terraform
Vendors
1 5 (31.25%) Databricks
1 5 (31.25%) Google
2 3 (18.75%) Cognos
2 3 (18.75%) Microsoft
3 2 (12.50%) IBM
3 2 (12.50%) Salesforce
4 1 (6.25%) Oracle
4 1 (6.25%) Percona