Period
to 19 February 2018

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Data Quality skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Quality over the 6 months to 19 February 2018 with a comparison to the same period in the previous 2 years.

Data Quality
England > South East
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 354 349 353
Rank change year-on-year -5 +4 +80
Permanent jobs citing Data Quality 203 224 329
As % of all permanent IT jobs advertised in the South East 0.65% 0.72% 0.80%
As % of the Quality Assurance & Compliance category 5.14% 5.94% 6.12%
Number of salaries quoted 155 179 264
South East median annual salary £49,350 £48,500 £47,500
Median salary % change year-on-year +1.75% +2.11% -12.04%
10th Percentile £28,100 £29,650 £31,250
90th Percentile £75,000 £80,500 £79,900
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -5.66%

Data Quality is in the Quality Assurance and Compliance 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 quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
South East
Permanent vacancies with a requirement for quality assurance or compliance skills 3,952 3,772 5,378
As % of all permanent IT jobs advertised in the South East 12.56% 12.15% 13.04%
Number of salaries quoted 3,158 3,036 4,449
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £25,750 £26,000 £25,000
90th Percentile £72,500 £67,500 £67,500
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Data Quality
Job Vacancy Trend in the South East

Job postings citing Data Quality as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Data Quality in the South East

Data Quality
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Quality in the South East.

Salary trend for Data Quality in the South East

Data Quality
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Quality in the South East over the 6 months to 19 February 2018.

Salary histogram for Data Quality in the South East

Data Quality
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 Data Quality within the South East region over the 6 months to 19 February 2018. 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
Thames Valley +26 109 £52,000 -3.70% 10
Berkshire -17 55 £52,000 -5.45% 4
Hampshire -10 37 £35,000 +7.69% 5
Buckinghamshire +13 31 £41,250 -10.81% 1
East Sussex -5 26 £50,000 - 2
Oxfordshire +6 23 £55,000 +74.60% 5
Surrey -31 12 £50,001 -16.67% 3
West Sussex -22 11 £47,500 - 4
Sussex -18 3 £80,000 +33.33%
Kent - 3 £72,500 - 1
Data Quality
England

For the 6 months to 19 February 2018, IT jobs citing Data Quality 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 Data Quality.

1 96 (47.29%) SQL
2 73 (35.96%) Business Intelligence
3 67 (33.00%) ETL
4 66 (32.51%) Data Management
5 58 (28.57%) Analytical Skills
6 57 (28.08%) Data Modelling
7 56 (27.59%) Microsoft
7 56 (27.59%) Data Warehouse
8 55 (27.09%) SQL Server
9 50 (24.63%) Data Governance
10 45 (22.17%) Finance
11 44 (21.67%) Data Integration
12 41 (20.20%) Microsoft Excel
13 40 (19.70%) Analytics
14 34 (16.75%) Big Data
14 34 (16.75%) Agile Software Development
14 34 (16.75%) Migration
15 33 (16.26%) CRM
16 32 (15.76%) Oracle
17 31 (15.27%) SQL Server Integration Services
17 31 (15.27%) Tableau
18 30 (14.78%) Data Analysis
18 30 (14.78%) Stakeholder Management
19 29 (14.29%) Management Information System
19 29 (14.29%) Data Architecture
20 28 (13.79%) Data Migration
21 27 (13.30%) Degree
22 25 (12.32%) SQL Server Analysis Services
22 25 (12.32%) SQL Server Reporting Services
22 25 (12.32%) Master Data Management

Data Quality
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:

Application Platforms
1 17 (8.37%) SAS
2 5 (2.46%) Apache Pig
2 5 (2.46%) Apache Spark
2 5 (2.46%) SharePoint
3 3 (1.48%) Confluence
4 2 (0.99%) BizTalk Server
4 2 (0.99%) SharePoint Server
4 2 (0.99%) Smallworld
5 1 (0.49%) Adobe Experience Manager
5 1 (0.49%) ArcGIS
5 1 (0.49%) CMS
5 1 (0.49%) Drupal
5 1 (0.49%) Elasticsearch
Applications
1 41 (20.20%) Microsoft Excel
2 17 (8.37%) Microsoft PowerPoint
3 16 (7.88%) Microsoft Office
4 1 (0.49%) AutoCAD
4 1 (0.49%) Spreadsheet
Business Applications
1 4 (1.97%) Dynamics CRM
1 4 (1.97%) SAP HR
2 3 (1.48%) Eloqua
3 2 (0.99%) NetSuite
3 2 (0.99%) Salesforce.com CRM
3 2 (0.99%) SAP ERP
3 2 (0.99%) SAP PM
3 2 (0.99%) Unica
4 1 (0.49%) Sprinklr
4 1 (0.49%) WebTrends
Cloud Services
1 18 (8.87%) Amazon AWS
2 15 (7.39%) Microsoft Azure
3 4 (1.97%) Amazon EMR
3 4 (1.97%) SaaS
3 4 (1.97%) SuccessFactors
4 3 (1.48%) GitHub
4 3 (1.48%) Office 365
5 2 (0.99%) IaaS
6 1 (0.49%) Adobe Analytics
6 1 (0.49%) Cloud Computing
6 1 (0.49%) Dynamics 365
Communications & Networking
1 3 (1.48%) SMS
2 2 (0.99%) NAS
2 2 (0.99%) SAN
3 1 (0.49%) Intranet
3 1 (0.49%) LAN
3 1 (0.49%) WAN
3 1 (0.49%) WLAN
Database & Business Intelligence
1 56 (27.59%) Data Warehouse
2 55 (27.09%) SQL Server
3 34 (16.75%) Big Data
4 31 (15.27%) SQL Server Integration Services
5 25 (12.32%) SQL Server Analysis Services
5 25 (12.32%) SQL Server Reporting Services
6 24 (11.82%) Hadoop
7 17 (8.37%) BusinessObjects
8 15 (7.39%) NoSQL
9 12 (5.91%) Data Mining
9 12 (5.91%) Power BI
9 12 (5.91%) QlikView
9 12 (5.91%) Relational Database
9 12 (5.91%) SAP HANA
9 12 (5.91%) SQL Server 2016
10 11 (5.42%) SQL Server 2012
11 9 (4.43%) BODI
12 8 (3.94%) BusinessObjects Business Intelligence
12 8 (3.94%) DataStage
12 8 (3.94%) Star Schema
Development Applications
1 5 (2.46%) JIRA
2 3 (1.48%) Bitbucket
3 1 (0.49%) Git (software)
3 1 (0.49%) Oracle Forms
3 1 (0.49%) Subversion
3 1 (0.49%) Team Foundation Server
General
1 45 (22.17%) Finance
2 24 (11.82%) Marketing
3 18 (8.87%) Banking
4 13 (6.40%) Telecoms
5 6 (2.96%) Retail Banking
6 5 (2.46%) Financial Institution
7 3 (1.48%) Advertising
8 2 (0.99%) Digital Economy
8 2 (0.99%) Law
9 1 (0.49%) Games
9 1 (0.49%) Legal
9 1 (0.49%) Military
Job Titles
1 61 (30.05%) Analyst
2 49 (24.14%) Developer
3 41 (20.20%) Data Analyst
4 23 (11.33%) Architect
5 22 (10.84%) Data Architect
6 18 (8.87%) Business Intelligence Developer
7 15 (7.39%) Consultant
8 14 (6.90%) Data Consultant
8 14 (6.90%) SQL Analyst
9 13 (6.40%) SQL Data Analyst
10 12 (5.91%) Business Analyst
11 11 (5.42%) Business Developer
12 10 (4.93%) Data Governance Consultant
12 10 (4.93%) Data Manager
12 10 (4.93%) Governance Consultant
12 10 (4.93%) Master Data Consultant
12 10 (4.93%) Professional Services Consultant
13 9 (4.43%) Business Intelligence Architect
13 9 (4.43%) Data Warehouse Architect
13 9 (4.43%) IT Architect
Libraries, Frameworks & Software Standards
1 9 (4.43%) MDX
2 5 (2.46%) Oracle GoldenGate
3 4 (1.97%) HTML
3 4 (1.97%) SAP Fiori
3 4 (1.97%) XML
4 3 (1.48%) .NET
5 1 (0.49%) AngularJS
5 1 (0.49%) CSS
5 1 (0.49%) Flask
5 1 (0.49%) Java EE
5 1 (0.49%) Natural Language Processing
5 1 (0.49%) Play Framework
5 1 (0.49%) SciPy
5 1 (0.49%) Spring
5 1 (0.49%) Spring Boot
5 1 (0.49%) Web Services
Miscellaneous
1 58 (28.57%) Analytical Skills
2 29 (14.29%) Management Information System
3 15 (7.39%) Data Structures
4 6 (2.96%) Computer Science
5 4 (1.97%) Greenfield Project
5 4 (1.97%) Replication
6 3 (1.48%) Clustering
7 2 (0.99%) Algorithms
7 2 (0.99%) Driving Licence
7 2 (0.99%) NHS
7 2 (0.99%) Private Cloud
7 2 (0.99%) Reference Data
8 1 (0.49%) Analytical Mindset
8 1 (0.49%) Fintech
8 1 (0.49%) Freedom of Information
8 1 (0.49%) Linux Command Line
8 1 (0.49%) Microsoft Licensing
8 1 (0.49%) Mobile App
8 1 (0.49%) Social Media
8 1 (0.49%) Virtual Team
Operating Systems
1 8 (3.94%) Windows
2 4 (1.97%) Unix
3 3 (1.48%) Linux
3 3 (1.48%) Windows Server
4 1 (0.49%) Windows 10
4 1 (0.49%) Windows Server 2012
Processes & Methodologies
1 73 (35.96%) Business Intelligence
2 67 (33.00%) ETL
3 66 (32.51%) Data Management
4 57 (28.08%) Data Modelling
5 50 (24.63%) Data Governance
6 44 (21.67%) Data Integration
7 40 (19.70%) Analytics
8 34 (16.75%) Agile Software Development
8 34 (16.75%) Migration
9 33 (16.26%) CRM
10 30 (14.78%) Data Analysis
10 30 (14.78%) Stakeholder Management
11 29 (14.29%) Data Architecture
12 28 (13.79%) Data Migration
13 25 (12.32%) Master Data Management
14 21 (10.34%) Dimensional Modelling
15 20 (9.85%) Data Lineage
16 19 (9.36%) Data Cleansing
17 17 (8.37%) Logical Data Model
18 16 (7.88%) Data Strategy
Programming Languages
1 96 (47.29%) SQL
2 13 (6.40%) T-SQL
3 11 (5.42%) PL/SQL
3 11 (5.42%) Python
3 11 (5.42%) VBA
4 7 (3.45%) Java
4 7 (3.45%) R
5 5 (2.46%) C
5 5 (2.46%) C#
5 5 (2.46%) VB
6 4 (1.97%) JavaScript
7 2 (0.99%) Shell Script
8 1 (0.49%) Bash Shell
8 1 (0.49%) MATLAB
8 1 (0.49%) Perl
8 1 (0.49%) PHP
Qualifications
1 27 (13.30%) Degree
2 13 (6.40%) Security Cleared
3 9 (4.43%) MBA
4 4 (1.97%) Computer Science Degree
4 4 (1.97%) MCSA
4 4 (1.97%) Microsoft Certification
5 3 (1.48%) MCDBA
5 3 (1.48%) SC Cleared
6 2 (0.99%) DV Cleared
6 2 (0.99%) HNC
6 2 (0.99%) PhD
7 1 (0.49%) BPSS Clearance
7 1 (0.49%) CFA
7 1 (0.49%) ITIL Certification
7 1 (0.49%) MCITP
7 1 (0.49%) MCTS
Quality Assurance & Compliance
1 12 (5.91%) QA
2 5 (2.46%) SLA
3 2 (0.99%) GDPR
4 1 (0.49%) Actionable Recommendations
4 1 (0.49%) Disclosure Scotland
System Software
1 5 (2.46%) Apache Flume
1 5 (2.46%) HDFS
2 2 (0.99%) Active Directory
2 2 (0.99%) Firmware
3 1 (0.49%) Virtual Machines
Systems Management
1 4 (1.97%) Nagios
1 4 (1.97%) Oozie
1 4 (1.97%) SCCM
1 4 (1.97%) SCOM
2 3 (1.48%) Microsoft Clustering
3 2 (0.99%) Systems Management Server (SMS)
4 1 (0.49%) Kibana
4 1 (0.49%) Puppet
Vendors
1 56 (27.59%) Microsoft
2 32 (15.76%) Oracle
3 31 (15.27%) Tableau
4 23 (11.33%) SAP
5 15 (7.39%) Teradata
6 9 (4.43%) Cognos
7 8 (3.94%) IBM
8 7 (3.45%) Talend
9 6 (2.96%) MicroStrategy
10 4 (1.97%) Cloudera
10 4 (1.97%) Salesforce.com
11 3 (1.48%) Cognizant
11 3 (1.48%) Remedy
12 2 (0.99%) Adobe
12 2 (0.99%) Epicor
12 2 (0.99%) Hyperion
12 2 (0.99%) JDA
12 2 (0.99%) Marketo
12 2 (0.99%) Pardot
12 2 (0.99%) ServiceNow