Online Analytical Processing (OLAP)
UK

The following table provides summary statistics for contract job vacancies with a requirement for OLAP skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited OLAP over the 6 months to 11 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
11 May 2024
Same period 2023 Same period 2022
Rank 560 639 755
Rank change year-on-year +79 +116 -118
Contract jobs citing OLAP 30 60 89
As % of all contract jobs advertised in the UK 0.070% 0.10% 0.10%
As % of the Database & Business Intelligence category 0.41% 0.58% 0.51%
Number of daily rates quoted 23 34 72
10th Percentile £387 £433 £339
25th Percentile £434 £544 £445
Median daily rate (50th Percentile) £489 £718 £538
Median % change year-on-year -31.85% +33.49% +13.16%
75th Percentile £585 £953 £638
90th Percentile £680 £1,013 £694
UK excluding London median daily rate £489 £450 £420
% change year-on-year +8.67% +7.14% -9.19%
Number of hourly rates quoted 0 1 0
Median hourly rate - £34.80 -
UK excluding London median hourly rate - £34.80 -

All Database and Business Intelligence Skills
UK

OLAP is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for database or business intelligence skills.

Contract vacancies with a requirement for database or business intelligence skills 7,285 10,368 17,536
As % of all contract IT jobs advertised in the UK 16.94% 17.94% 20.05%
Number of daily rates quoted 5,210 7,377 12,459
10th Percentile £350 £375 £375
25th Percentile £425 £450 £450
Median daily rate (50th Percentile) £525 £540 £550
Median % change year-on-year -2.78% -1.75% +9.92%
75th Percentile £650 £663 £650
90th Percentile £775 £750 £750
UK excluding London median daily rate £475 £500 £495
% change year-on-year -5.00% +1.01% +11.55%
Number of hourly rates quoted 145 188 197
10th Percentile £14.00 £21.24 £15.00
25th Percentile £20.98 £35.00 £22.40
Median hourly rate £40.00 £60.00 £45.00
Median % change year-on-year -33.33% +33.33% +66.79%
75th Percentile £61.60 £73.72 £65.00
90th Percentile £74.00 £80.75 £75.00
UK excluding London median hourly rate £40.00 £56.95 £35.00
% change year-on-year -29.76% +62.71% +42.45%

OLAP
Job Vacancy Trend

Job postings citing OLAP as a proportion of all IT jobs advertised.

Job vacancy trend for OLAP in the UK

OLAP
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing OLAP.

Daily rate trend for OLAP in the UK

OLAP
Daily Rate Histogram

Daily rate distribution for jobs citing OLAP over the 6 months to 11 May 2024.

Daily rate histogram for OLAP in the UK

OLAP
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing OLAP.

Hourly rate trend for OLAP in the UK

OLAP
Top 12 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing OLAP within the UK over the 6 months to 11 May 2024. 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
England +79 30 £489 -32.08% 20
Work from Home +101 16 £489 -32.32% 13
UK excluding London +59 15 £489 +8.67% 12
London +66 14 £500 -33.33% 12
North of England +37 6 £489 +8.67% 1
Midlands +33 5 £516 +7.55% 4
North West +20 5 £489 +5.73% 1
West Midlands +18 3 £573 +19.27% 4
South East +17 2 £475 - 3
South West +13 2 £675 -
East Midlands - 2 £444 -
Yorkshire - 1 £325 -

OLAP
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (16.67%) Oracle SOA Suite
2 4 (13.33%) Confluence
Applications
1 5 (16.67%) MS Visio
2 2 (6.67%) Microsoft Excel
Business Applications
1 5 (16.67%) Temenos T24
2 1 (3.33%) Epicor Tropos
Cloud Services
1 19 (63.33%) Azure
2 12 (40.00%) Power Platform
3 9 (30.00%) AWS
4 6 (20.00%) GCP
5 5 (16.67%) Apigee
5 5 (16.67%) Kong
6 3 (10.00%) IaaS
6 3 (10.00%) PaaS
6 3 (10.00%) SaaS
6 3 (10.00%) Serverless
7 2 (6.67%) Azure Data Factory
8 1 (3.33%) Amazon EC2
8 1 (3.33%) AWS CodeBuild
8 1 (3.33%) AWS CodeCommit
8 1 (3.33%) AWS Lambda
8 1 (3.33%) AWS Step Functions
8 1 (3.33%) Azure Synapse Analytics
8 1 (3.33%) Matillion
8 1 (3.33%) Snowflake
Database & Business Intelligence
1 23 (76.67%) OLTP
2 12 (40.00%) Data Warehouse
2 12 (40.00%) Power BI
3 9 (30.00%) Data Lake
4 7 (23.33%) Oracle OLAP
5 6 (20.00%) Big Data
5 6 (20.00%) SQL Server
6 5 (16.67%) MongoDB
7 4 (13.33%) Metadata
8 3 (10.00%) Enterprise Data Warehouse
8 3 (10.00%) Microsoft Analysis Services
8 3 (10.00%) NoSQL
8 3 (10.00%) SQL Server Analysis Services
8 3 (10.00%) SQL Server Reporting Services
9 2 (6.67%) OLAP Cube
9 2 (6.67%) Relational Database
9 2 (6.67%) SQL Server Integration Services
9 2 (6.67%) Tableau
10 1 (3.33%) Oracle Database
10 1 (3.33%) Oracle Database 12c
Development Applications
1 5 (16.67%) JIRA
2 2 (6.67%) kappa
General
1 17 (56.67%) Finance
2 11 (36.67%) Banking
3 9 (30.00%) Social Skills
4 3 (10.00%) Documentation Skills
4 3 (10.00%) Financial Institution
5 2 (6.67%) Analytical Skills
6 1 (3.33%) Manufacturing
6 1 (3.33%) Public Sector
6 1 (3.33%) Retail Banking
Job Titles
1 21 (70.00%) Architect
2 16 (53.33%) Data Architect
3 7 (23.33%) Cloud Architect
4 5 (16.67%) AWS Architect
5 4 (13.33%) Azure Architect
5 4 (13.33%) Azure Data Architect
5 4 (13.33%) Cloud Solutions Architect
5 4 (13.33%) Data Engineer
5 4 (13.33%) Senior
5 4 (13.33%) Senior Architect
5 4 (13.33%) Senior Data Architect
5 4 (13.33%) Solutions Architect
6 3 (10.00%) Enterprise Architect
6 3 (10.00%) Enterprise Data Architect
7 2 (6.67%) Administrator
7 2 (6.67%) Azure Data Engineer
7 2 (6.67%) Azure Engineer
7 2 (6.67%) DBA
7 2 (6.67%) Developer
8 1 (3.33%) Business Developer
Libraries, Frameworks & Software Standards
1 10 (33.33%) Kafka
2 6 (20.00%) SOAP
3 5 (16.67%) IBM Integration Bus
3 5 (16.67%) J2EE
3 5 (16.67%) RabbitMQ
3 5 (16.67%) Web Services
4 4 (13.33%) Apache Camel
4 4 (13.33%) Spring
4 4 (13.33%) Spring Boot
4 4 (13.33%) Spring Integration
5 3 (10.00%) Middleware
6 1 (3.33%) .NET
6 1 (3.33%) PySpark
6 1 (3.33%) RESTful
Miscellaneous
1 5 (16.67%) DataPower
2 3 (10.00%) Product Ownership
2 3 (10.00%) Taxonomies
3 2 (6.67%) Legacy Systems
4 1 (3.33%) Cloud Native
4 1 (3.33%) Legacy Applications
4 1 (3.33%) Self-Motivation
Processes & Methodologies
1 16 (53.33%) Data Modelling
2 14 (46.67%) Analytics
3 11 (36.67%) Migration
4 10 (33.33%) Roadmaps
5 9 (30.00%) Visualisation
6 8 (26.67%) Data Governance
6 8 (26.67%) Enterprise Architecture
7 7 (23.33%) Business Intelligence
7 7 (23.33%) Data Engineering
7 7 (23.33%) Design Patterns
7 7 (23.33%) Stakeholder Management
8 6 (20.00%) Data Visualisation
8 6 (20.00%) DevOps
8 6 (20.00%) ETL
9 5 (16.67%) CQRS
9 5 (16.67%) Disaster Recovery
9 5 (16.67%) Event-Driven Architecture
9 5 (16.67%) OOA/OOD
9 5 (16.67%) Risk Management
9 5 (16.67%) SOA
Programming Languages
1 9 (30.00%) SQL
2 6 (20.00%) Java
3 2 (6.67%) Python
3 2 (6.67%) T-SQL
4 1 (3.33%) Bash
4 1 (3.33%) PL/SQL
4 1 (3.33%) PowerShell
4 1 (3.33%) VBScript
Qualifications
1 4 (13.33%) SC Cleared
1 4 (13.33%) Security Cleared
Quality Assurance & Compliance
1 6 (20.00%) Data Quality
2 2 (6.67%) Accessibility
3 1 (3.33%) QA
System Software
1 1 (3.33%) Docker
Systems Management
1 4 (13.33%) Single Sign-On
2 1 (3.33%) Terraform
Vendors
1 9 (30.00%) Microsoft
2 7 (23.33%) Oracle
3 5 (16.67%) Databricks
3 5 (16.67%) Google
3 5 (16.67%) IBM
3 5 (16.67%) TSYS
4 1 (3.33%) Salesforce