Period
to 3 August 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 3 August 2021 with a comparison to the same period in the previous 2 years.

Online Analytical Processing (OLAP)
England > South East
6 months to
3 Aug 2021
Same period 2020 Same period 2019
Rank 402 324 496
Rank change year-on-year -78 +172 -16
Permanent jobs citing OLAP 28 20 31
As % of all permanent jobs advertised in the South East 0.17% 0.17% 0.12%
As % of the Database & Business Intelligence category 0.64% 0.66% 0.44%
Number of salaries quoted 14 18 30
10th Percentile £43,125 £31,250 £31,250
25th Percentile £47,500 £41,688 £37,500
Median annual salary (50th Percentile) £52,500 £48,750 £53,000
Median % change year-on-year +7.69% -8.02% +17.78%
75th Percentile £64,375 £65,000 £58,750
90th Percentile £76,250 £77,500 £67,500
England median annual salary £55,000 £55,000 £57,500
% change year-on-year - -4.35% +9.52%

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 4,363 3,044 7,043
As % of all permanent IT jobs advertised in the South East 26.46% 26.24% 26.61%
Number of salaries quoted 3,184 2,535 6,035
10th Percentile £33,575 £31,250 £31,000
25th Percentile £40,500 £37,500 £37,000
Median annual salary (50th Percentile) £50,750 £50,000 £47,500
Median % change year-on-year +1.50% +5.26% -
75th Percentile £65,000 £62,875 £61,250
90th Percentile £77,500 £75,000 £75,000
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

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 3 August 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 3 August 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 - 12 - - 1
Thames Valley -48 5 £60,000 +26.32% 3
Hampshire -75 4 £45,000 -10.00% 2
Middlesex - 3 £52,500 -
Oxfordshire -12 2 £72,500 +52.63%
Surrey -46 2 £70,000 +27.27%
Kent - 2 £50,000 - 2
Buckinghamshire - 2 £56,250 - 1
Berkshire -40 1 £50,000 - 2
OLAP
England

For the 6 months to 3 August 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 27 (96.43%) SQL
2 20 (71.43%) ETL
3 19 (67.86%) Problem-Solving
4 18 (64.29%) Azure
5 16 (57.14%) Big Data
6 15 (53.57%) Business Intelligence
7 14 (50.00%) C#
7 14 (50.00%) AWS
7 14 (50.00%) User Experience
8 13 (46.43%) Data Lake
8 13 (46.43%) Artificial Intelligence
8 13 (46.43%) HTML
8 13 (46.43%) .NET
9 12 (42.86%) SQL Server
9 12 (42.86%) SQL Server Reporting Services
9 12 (42.86%) HTML5
9 12 (42.86%) Analytics
9 12 (42.86%) .NET Core
9 12 (42.86%) Commercial Awareness
9 12 (42.86%) Docker
9 12 (42.86%) GCP
9 12 (42.86%) Kubernetes
9 12 (42.86%) Cloud Native
10 11 (39.29%) SQL Server Integration Services
10 11 (39.29%) Python
10 11 (39.29%) Data Modelling
11 8 (28.57%) Data Warehouse
11 8 (28.57%) Java
11 8 (28.57%) Microsoft
12 7 (25.00%) ERP

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:

Applications
1 1 (3.57%) Spreadsheet
Business Applications
1 2 (7.14%) Dynamics AX
2 1 (3.57%) Dynamics CRM
2 1 (3.57%) Dynamics NAV
2 1 (3.57%) Infor M3
2 1 (3.57%) NetSuite
2 1 (3.57%) SAP Business One
2 1 (3.57%) SAP S/4HANA
Cloud Services
1 18 (64.29%) Azure
2 14 (50.00%) AWS
3 12 (42.86%) GCP
4 7 (25.00%) Power Platform
5 2 (7.14%) Matillion
5 2 (7.14%) Snowflake
6 1 (3.57%) Azure Cosmos DB
6 1 (3.57%) Azure Synapse Analytics
6 1 (3.57%) Dynamics 365
6 1 (3.57%) IaaS
6 1 (3.57%) Microsoft 365
Communications & Networking
1 1 (3.57%) HTTPS
Database & Business Intelligence
1 16 (57.14%) Big Data
2 13 (46.43%) Data Lake
3 12 (42.86%) SQL Server
3 12 (42.86%) SQL Server Reporting Services
4 11 (39.29%) SQL Server Integration Services
5 8 (28.57%) Data Warehouse
6 7 (25.00%) Power BI
7 6 (21.43%) RDBMS
7 6 (21.43%) Relational Database
8 4 (14.29%) OLAP Cube
9 3 (10.71%) Oracle OLAP
9 3 (10.71%) SQL Server Analysis Services
9 3 (10.71%) Star Schema
9 3 (10.71%) Tableau
10 2 (7.14%) Azure SQL Database
10 2 (7.14%) BusinessObjects
10 2 (7.14%) Enterprise Data Warehouse
10 2 (7.14%) NoSQL
10 2 (7.14%) Oracle Database
10 2 (7.14%) SAP BW
Development Applications
1 1 (3.57%) Git (software)
1 1 (3.57%) MorphX
1 1 (3.57%) Team Foundation Server
General
1 7 (25.00%) Analytical Skills
2 4 (14.29%) Finance
3 3 (10.71%) Manufacturing
3 3 (10.71%) Social Skills
4 2 (7.14%) Presentation Skills
5 1 (3.57%) Law
5 1 (3.57%) Pharmaceutical
Job Titles
1 20 (71.43%) Developer
2 8 (28.57%) Senior Developer
3 7 (25.00%) Architect
4 6 (21.43%) Backend Developer
4 6 (21.43%) Business Intelligence Developer
4 6 (21.43%) Cloud Architect
4 6 (21.43%) Cloud Developer
4 6 (21.43%) Senior Architect
4 6 (21.43%) Senior Cloud Architect
5 3 (10.71%) Analyst
5 3 (10.71%) Business Intelligence Analyst
5 3 (10.71%) Data Engineer
6 2 (7.14%) Business Developer
7 1 (3.57%) Angular Developer
7 1 (3.57%) Business Analyst
7 1 (3.57%) Data Architect
7 1 (3.57%) DBA
7 1 (3.57%) Full Stack Developer
7 1 (3.57%) Senior Business Intelligence Developer
7 1 (3.57%) Senior Full Stack Developer
Libraries, Frameworks & Software Standards
1 13 (46.43%) .NET
1 13 (46.43%) HTML
2 12 (42.86%) .NET Core
2 12 (42.86%) HTML5
3 6 (21.43%) PostGIS
3 6 (21.43%) Velocity
4 2 (7.14%) JSON
4 2 (7.14%) REST
4 2 (7.14%) XML
5 1 (3.57%) AngularJS
5 1 (3.57%) CSS
5 1 (3.57%) Express
5 1 (3.57%) MDX
5 1 (3.57%) Web Services
Miscellaneous
1 14 (50.00%) User Experience
2 12 (42.86%) Cloud Native
3 6 (21.43%) Mobile App
4 3 (10.71%) Management Information System
5 2 (7.14%) Data Structures
6 1 (3.57%) Data Centre
6 1 (3.57%) Greenfield Project
6 1 (3.57%) Legacy Systems
6 1 (3.57%) NHS
6 1 (3.57%) Replication
6 1 (3.57%) Self-Motivation
Operating Systems
1 1 (3.57%) Linux
1 1 (3.57%) Windows
1 1 (3.57%) Windows Server
Processes & Methodologies
1 20 (71.43%) ETL
2 19 (67.86%) Problem-Solving
3 15 (53.57%) Business Intelligence
4 13 (46.43%) Artificial Intelligence
5 12 (42.86%) Analytics
5 12 (42.86%) Commercial Awareness
6 11 (39.29%) Data Modelling
7 7 (25.00%) ERP
8 6 (21.43%) Continuous Improvement
8 6 (21.43%) ETL Development
8 6 (21.43%) Resource Allocation
9 4 (14.29%) Data Management
10 3 (10.71%) Agile Software Development
10 3 (10.71%) CRM
10 3 (10.71%) Data Science
10 3 (10.71%) DevOps
10 3 (10.71%) Visualisation
11 2 (7.14%) Data Privacy
11 2 (7.14%) Logical Data Model
11 2 (7.14%) Mentoring
Programming Languages
1 27 (96.43%) SQL
2 14 (50.00%) C#
3 11 (39.29%) Python
4 8 (28.57%) Java
5 6 (21.43%) Go
6 5 (17.86%) T-SQL
7 2 (7.14%) PowerShell
8 1 (3.57%) ActionScript
8 1 (3.57%) ActionScript 2.0
8 1 (3.57%) C
8 1 (3.57%) Data Analysis Expressions (DAX)
8 1 (3.57%) PL/SQL
8 1 (3.57%) Shell Script
8 1 (3.57%) TypeScript
8 1 (3.57%) X++
Qualifications
1 4 (14.29%) Degree
2 2 (7.14%) ISEB
3 1 (3.57%) DV Cleared
3 1 (3.57%) Security Cleared
Quality Assurance & Compliance
1 2 (7.14%) Data Quality
1 2 (7.14%) PMO
2 1 (3.57%) GDPR
2 1 (3.57%) QA
System Software
1 12 (42.86%) Docker
2 1 (3.57%) Active Directory
Systems Management
1 12 (42.86%) Kubernetes
2 2 (7.14%) Terraform
3 1 (3.57%) Control-M
Vendors
1 8 (28.57%) Microsoft
2 3 (10.71%) Oracle
2 3 (10.71%) SAP
3 2 (7.14%) TARGIT
4 1 (3.57%) Cognos
4 1 (3.57%) Databricks
4 1 (3.57%) Epicor
4 1 (3.57%) IBM
4 1 (3.57%) IFS
4 1 (3.57%) Infor
4 1 (3.57%) JD Edwards
4 1 (3.57%) SolarWinds
4 1 (3.57%) Talend