Period
to 2 December 2021

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for OLAP skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited OLAP over the 6 months to 2 December 2021 with a comparison to the same period in the previous 2 years.

Online Analytical Processing (OLAP)
England > South East
6 months to
2 Dec 2021
Same period 2020 Same period 2019
Rank 413 286 492
Rank change year-on-year -127 +206 +13
Permanent jobs citing OLAP 50 17 13
As % of all permanent jobs advertised in the South East 0.27% 0.19% 0.053%
As % of the Database & Business Intelligence category 1.09% 0.68% 0.21%
Number of salaries quoted 30 9 10
10th Percentile £47,500 " £21,250
25th Percentile £49,063 £31,250 £38,125
Median annual salary (50th Percentile) £60,000 £50,000 £55,000
Median % change year-on-year +20.00% -9.09% +5.26%
75th Percentile £79,688 £67,500 £62,188
90th Percentile £83,750 £77,500 £72,500
England median annual salary £50,000 £60,000 £60,000
% change year-on-year -16.67% - +9.09%

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

All Database and Business Intelligence Skills
South East
Permanent vacancies with a requirement for database or business intelligence skills 4,604 2,517 6,268
As % of all permanent IT jobs advertised in the South East 25.03% 28.09% 25.43%
Number of salaries quoted 3,158 2,185 5,407
10th Percentile £32,500 £32,500 £31,000
25th Percentile £41,250 £40,000 £36,750
Median annual salary (50th Percentile) £52,500 £50,000 £47,500
Median % change year-on-year +5.00% +5.26% -
75th Percentile £67,500 £63,750 £61,250
90th Percentile £77,875 £73,750 £71,250
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

OLAP
Job Vacancy Trend in the South East

Job postings citing OLAP as a proportion of all IT jobs advertised in the South East.

Job vacancy trend for OLAP in the South East

OLAP
Salary Trend in the South East

3-month moving average salary quoted in jobs citing OLAP in the South East.

Salary trend for OLAP in the South East

OLAP
Salary Histogram in the South East

Salary distribution for jobs citing OLAP in the South East over the 6 months to 2 December 2021.

Salary histogram for OLAP in the South East

OLAP
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing OLAP within the South East region over the 6 months to 2 December 2021. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Sussex - 17 - -
Thames Valley -89 13 £62,500 +92.31% 2
Buckinghamshire -44 10 £63,750 +96.15% 1
Surrey - 9 £82,500 - 1
Hampshire -112 7 £47,000 -32.86% 2
Kent - 4 £50,000 - 2
Berkshire -70 2 £68,750 -
Oxfordshire -28 1 £60,000 +26.32% 1
OLAP
England

For the 6 months to 2 December 2021, IT jobs citing OLAP also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South East region with a requirement for OLAP.

1 35 (70.00%) SQL
2 29 (58.00%) Azure
3 28 (56.00%) C#
4 26 (52.00%) Problem-Solving
5 24 (48.00%) Big Data
6 22 (44.00%) SQL Server Reporting Services
6 22 (44.00%) Business Intelligence
7 21 (42.00%) Analytics
8 20 (40.00%) ETL
8 20 (40.00%) User Experience
9 19 (38.00%) Data Modelling
10 18 (36.00%) HTML
10 18 (36.00%) .NET
11 17 (34.00%) Python
11 17 (34.00%) AWS
11 17 (34.00%) HTML5
11 17 (34.00%) Artificial Intelligence
11 17 (34.00%) GCP
11 17 (34.00%) Kubernetes
11 17 (34.00%) Docker
11 17 (34.00%) Commercial Awareness
11 17 (34.00%) Data Lake
11 17 (34.00%) Cloud Native
11 17 (34.00%) .NET Core
12 16 (32.00%) Microsoft
13 14 (28.00%) ERP
13 14 (28.00%) SQL Server
14 12 (24.00%) SQL Server Integration Services
14 12 (24.00%) Power BI
14 12 (24.00%) Power Platform

OLAP
Co-occurring IT Skills in the South East by Category

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

Business Applications
1 10 (20.00%) Dynamics AX
2 1 (2.00%) IBM Planning Analytics
2 1 (2.00%) NetSuite
2 1 (2.00%) SAP S/4HANA
Cloud Services
1 29 (58.00%) Azure
2 17 (34.00%) AWS
2 17 (34.00%) GCP
3 12 (24.00%) Power Platform
4 10 (20.00%) Dynamics 365
5 7 (14.00%) IaaS
6 6 (12.00%) PaaS
7 1 (2.00%) Microsoft 365
7 1 (2.00%) Snowflake
Communications & Networking
1 1 (2.00%) HTTPS
Database & Business Intelligence
1 24 (48.00%) Big Data
2 22 (44.00%) SQL Server Reporting Services
3 17 (34.00%) Data Lake
4 14 (28.00%) SQL Server
5 12 (24.00%) Power BI
5 12 (24.00%) SQL Server Integration Services
6 10 (20.00%) Data Warehouse
6 10 (20.00%) Oracle OLAP
7 8 (16.00%) OLTP
7 8 (16.00%) SQL Server Analysis Services
8 7 (14.00%) Azure SQL Database
9 6 (12.00%) RDBMS
9 6 (12.00%) Relational Database
10 5 (10.00%) NoSQL
10 5 (10.00%) Star Schema
11 4 (8.00%) Enterprise Data Warehouse
12 3 (6.00%) BusinessObjects
12 3 (6.00%) BusinessObjects Business Intelligence
12 3 (6.00%) SAP BW
13 2 (4.00%) PostgreSQL
Development Applications
1 10 (20.00%) MorphX
2 1 (2.00%) Git (software)
2 1 (2.00%) Team Foundation Server
General
1 9 (18.00%) Finance
2 8 (16.00%) Law
3 7 (14.00%) Analytical Skills
4 4 (8.00%) Social Skills
5 3 (6.00%) Presentation Skills
6 1 (2.00%) Banking
6 1 (2.00%) Financial Institution
6 1 (2.00%) Pharmaceutical
Job Titles
1 34 (68.00%) Developer
2 13 (26.00%) Senior Developer
3 11 (22.00%) Backend Developer
4 7 (14.00%) Architect
4 7 (14.00%) DBA
4 7 (14.00%) Dynamics AX Developer
4 7 (14.00%) SQL DBA
5 6 (12.00%) Azure SQL DBA
5 6 (12.00%) Cloud Architect
5 6 (12.00%) Cloud Developer
5 6 (12.00%) DBA Manager
5 6 (12.00%) Senior Architect
5 6 (12.00%) Senior Cloud Architect
5 6 (12.00%) SQL Server DBA
6 5 (10.00%) Data Engineer
6 5 (10.00%) Senior Backend Developer
7 4 (8.00%) Analyst
7 4 (8.00%) Business Intelligence Analyst
8 3 (6.00%) Business Intelligence Developer
8 3 (6.00%) ERP Developer
Libraries, Frameworks & Software Standards
1 18 (36.00%) .NET
1 18 (36.00%) HTML
2 17 (34.00%) .NET Core
2 17 (34.00%) HTML5
3 11 (22.00%) PostGIS
3 11 (22.00%) XML
4 10 (20.00%) Web Services
5 6 (12.00%) Velocity
6 1 (2.00%) AngularJS
6 1 (2.00%) CSS
6 1 (2.00%) Express
6 1 (2.00%) FastAPI
6 1 (2.00%) JSON
6 1 (2.00%) Pandas
6 1 (2.00%) REST
6 1 (2.00%) Starlette
Miscellaneous
1 20 (40.00%) User Experience
2 17 (34.00%) Cloud Native
3 11 (22.00%) Mobile App
4 10 (20.00%) Legacy Systems
5 6 (12.00%) Reinsurance
6 3 (6.00%) Data Structures
6 3 (6.00%) Management Information System
7 1 (2.00%) Data Centre
7 1 (2.00%) Greenfield Project
7 1 (2.00%) NHS
7 1 (2.00%) Replication
7 1 (2.00%) Self-Motivation
Operating Systems
1 1 (2.00%) Linux
1 1 (2.00%) Windows
1 1 (2.00%) Windows Server
Processes & Methodologies
1 26 (52.00%) Problem-Solving
2 22 (44.00%) Business Intelligence
3 21 (42.00%) Analytics
4 20 (40.00%) ETL
5 19 (38.00%) Data Modelling
6 17 (34.00%) Artificial Intelligence
6 17 (34.00%) Commercial Awareness
7 14 (28.00%) ERP
8 11 (22.00%) ETL Development
9 10 (20.00%) Data Migration
9 10 (20.00%) DevOps
9 10 (20.00%) Migration
10 8 (16.00%) Logistics
10 8 (16.00%) Requirements Gathering
10 8 (16.00%) Technology Roadmap
10 8 (16.00%) Unit Testing
11 7 (14.00%) Disaster Recovery
11 7 (14.00%) High Availability
11 7 (14.00%) Performance Tuning
11 7 (14.00%) Statistics
Programming Languages
1 35 (70.00%) SQL
2 28 (56.00%) C#
3 17 (34.00%) Python
4 11 (22.00%) Go
4 11 (22.00%) Java
5 10 (20.00%) ActionScript
5 10 (20.00%) ActionScript 2.0
5 10 (20.00%) X++
6 8 (16.00%) T-SQL
7 2 (4.00%) PL/SQL
7 2 (4.00%) PowerShell
8 1 (2.00%) R
8 1 (2.00%) Shell Script
8 1 (2.00%) TypeScript
Qualifications
1 4 (8.00%) Degree
2 3 (6.00%) ISEB
Quality Assurance & Compliance
1 4 (8.00%) Data Quality
2 3 (6.00%) PMO
3 1 (2.00%) GDPR
3 1 (2.00%) QA
System Software
1 17 (34.00%) Docker
2 1 (2.00%) Active Directory
Systems Management
1 17 (34.00%) Kubernetes
2 1 (2.00%) Control-M
Vendors
1 16 (32.00%) Microsoft
2 10 (20.00%) Oracle
3 3 (6.00%) SAP
4 2 (4.00%) IBM
4 2 (4.00%) Informatica
4 2 (4.00%) Talend
5 1 (2.00%) Anaplan
5 1 (2.00%) Cognos
5 1 (2.00%) JD Edwards
5 1 (2.00%) Salesforce.com
5 1 (2.00%) SolarWinds