Period
to 19 September 2019

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 September 2019 with a comparison to the same period in the previous 2 years.

Data Quality
England > East of England
6 months to
19 Sep 2019
Same period 2018 Same period 2017
Rank 128 254 273
Rank change year-on-year +126 +19 +14
Permanent jobs citing Data Quality 157 96 88
As % of all permanent IT jobs advertised in the East of England 2.20% 0.86% 0.75%
As % of the Quality Assurance & Compliance category 14.09% 6.98% 6.51%
Number of salaries quoted 119 70 45
East of England median annual salary £55,000 £60,000 £50,000
Median salary % change year-on-year -8.33% +20.00% +11.11%
10th Percentile £31,500 £30,725 £26,350
90th Percentile £92,500 £92,500 £84,000
England median annual salary £53,500 £55,000 £52,000
% change year-on-year -2.73% +5.77% -

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 East of England with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
East of England
Permanent vacancies with a requirement for quality assurance or compliance skills 1,114 1,375 1,352
As % of all permanent IT jobs advertised in the East of England 15.62% 12.34% 11.51%
Number of salaries quoted 786 961 1,026
East of England median annual salary £45,000 £45,000 £45,000
10th Percentile £27,281 £24,500 £25,000
90th Percentile £70,000 £77,500 £66,750
England median annual salary £50,000 £50,000 £50,000

Data Quality
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Quality in the East of England

Data Quality
Salary Trend in the East of England

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

Salary trend for Data Quality in the East of England

Data Quality
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Quality in the East of England over the 6 months to 19 September 2019.

Salary histogram for Data Quality in the East of England

Data Quality
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the East of England region over the 6 months to 19 September 2019. 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
Bedfordshire +53 51 £65,000 +46.07%
Hertfordshire +39 38 £85,000 +30.77% 4
Essex +32 24 £38,000 -43.70% 5
Cambridgeshire +61 22 £35,000 +11.11% 4
Suffolk +42 19 £33,000 +24.53% 1
Norfolk - 3 £51,871 - 2
Data Quality
England

For the 6 months to 19 September 2019, 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 East of England region with a requirement for Data Quality.

1 57 (36.31%) Analytics
2 43 (27.39%) Analytical Skills
3 42 (26.75%) Problem-Solving
4 41 (26.11%) Data Management
5 36 (22.93%) Agile Software Development
5 36 (22.93%) Data Science
6 34 (21.66%) Data Modelling
6 34 (21.66%) Project Management
7 32 (20.38%) Data Governance
8 31 (19.75%) Mathematics
8 31 (19.75%) ETL
8 31 (19.75%) Business Intelligence
9 30 (19.11%) Migration
9 30 (19.11%) Data Migration
9 30 (19.11%) Project Delivery
10 29 (18.47%) Security Cleared
11 27 (17.20%) SC Cleared
12 26 (16.56%) Master Data Management
12 26 (16.56%) Data Analysis
13 24 (15.29%) SQL
14 22 (14.01%) Quality Management
14 22 (14.01%) Smallworld
14 22 (14.01%) Python
14 22 (14.01%) Microsoft
15 20 (12.74%) Big Data
15 20 (12.74%) SQL Server
15 20 (12.74%) Artificial Intelligence
16 18 (11.46%) GIS
16 18 (11.46%) Azure
16 18 (11.46%) Network Optimisation

Data Quality
Co-occurring IT Skills in the East of England 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 22 (14.01%) Smallworld
2 11 (7.01%) Apache Spark
3 7 (4.46%) SAS
4 4 (2.55%) SharePoint
5 2 (1.27%) Elasticsearch
5 2 (1.27%) Oracle Workflow
6 1 (0.64%) Confluence
6 1 (0.64%) WordPress
Applications
1 13 (8.28%) Microsoft Excel
2 6 (3.82%) Microsoft Office
Business Applications
1 4 (2.55%) SAP HR
2 2 (1.27%) Oracle BPM
2 2 (1.27%) Oracle ERP
3 1 (0.64%) Dynamics CRM
3 1 (0.64%) SAP HCM
3 1 (0.64%) SAP HR-PA
3 1 (0.64%) SAP Payroll
Cloud Services
1 18 (11.46%) Azure
2 17 (10.83%) Power Platform
3 10 (6.37%) Azure Data Factory
3 10 (6.37%) PaaS
4 4 (2.55%) IaaS
4 4 (2.55%) SaaS
5 2 (1.27%) AWS
5 2 (1.27%) G Suite
6 1 (0.64%) SuccessFactors
Communications & Networking
1 2 (1.27%) FTP
Database & Business Intelligence
1 20 (12.74%) Big Data
1 20 (12.74%) SQL Server
2 18 (11.46%) GIS
3 17 (10.83%) Data Warehouse
3 17 (10.83%) Power BI
4 16 (10.19%) Data Lake
5 14 (8.92%) Relational Database
6 13 (8.28%) SQL Server Integration Services
7 11 (7.01%) Apache Hive
7 11 (7.01%) Apache Kudu
7 11 (7.01%) Hadoop
7 11 (7.01%) HBase
7 11 (7.01%) Impala
7 11 (7.01%) Sqoop
8 10 (6.37%) Azure SQL Data Warehouse
9 9 (5.73%) SQL Server Reporting Services
10 8 (5.10%) ObjectStore
11 4 (2.55%) Azure SQL Database
11 4 (2.55%) HDInsight
11 4 (2.55%) SQL Server Analysis Services
Development Applications
1 4 (2.55%) JIRA
2 3 (1.91%) Subversion
3 1 (0.64%) Artifactory
3 1 (0.64%) Git (software)
3 1 (0.64%) Jenkins
3 1 (0.64%) Maven
3 1 (0.64%) Sonatype Nexus
General
1 15 (9.55%) Retail
2 9 (5.73%) Manufacturing
3 6 (3.82%) Telecoms
4 5 (3.18%) Finance
4 5 (3.18%) Marketing
5 3 (1.91%) Public Sector
6 2 (1.27%) Banking
7 1 (0.64%) Back Office
7 1 (0.64%) Pharmaceutical
Job Titles
1 33 (21.02%) Analyst
2 26 (16.56%) Consultant
3 23 (14.65%) Data Consultant
4 22 (14.01%) Data Analyst
4 22 (14.01%) Data Migration Consultant
4 22 (14.01%) Data Migration Lead
4 22 (14.01%) Migration Consultant
5 16 (10.19%) Fibre Planner
6 14 (8.92%) Architect
7 13 (8.28%) Data Architect
7 13 (8.28%) Data Quality Analyst
8 11 (7.01%) Data Engineer
8 11 (7.01%) Senior Data Engineer
9 10 (6.37%) Big Data Engineer
9 10 (6.37%) Business Analyst
9 10 (6.37%) Hadoop Engineer
9 10 (6.37%) Senior Hadoop Engineer
10 9 (5.73%) Data Manager
10 9 (5.73%) Data Scientist
11 8 (5.10%) Information Scientist
Libraries, Frameworks & Software Standards
1 5 (3.18%) .NET
1 5 (3.18%) .NET Framework
1 5 (3.18%) XML
2 3 (1.91%) EDI
2 3 (1.91%) JSON
3 2 (1.27%) EDIFACT
3 2 (1.27%) Middleware
4 1 (0.64%) CSS
4 1 (0.64%) HTML
4 1 (0.64%) Kafka
4 1 (0.64%) Natural Language Processing
4 1 (0.64%) NumPy
4 1 (0.64%) scikit-learn
4 1 (0.64%) SciPy
4 1 (0.64%) Spark Streaming
Miscellaneous
1 43 (27.39%) Analytical Skills
2 16 (10.19%) Driving Licence
3 15 (9.55%) Management Information System
4 9 (5.73%) Algorithms
5 8 (5.10%) Life Science
6 5 (3.18%) Self-Motivation
7 3 (1.91%) Data Structures
7 3 (1.91%) Reference Data
8 2 (1.27%) Social Media
9 1 (0.64%) NHS
Operating Systems
1 13 (8.28%) Unix
2 3 (1.91%) Linux
3 2 (1.27%) Windows
Processes & Methodologies
1 57 (36.31%) Analytics
2 42 (26.75%) Problem-Solving
3 41 (26.11%) Data Management
4 36 (22.93%) Agile Software Development
4 36 (22.93%) Data Science
5 34 (21.66%) Data Modelling
5 34 (21.66%) Project Management
6 32 (20.38%) Data Governance
7 31 (19.75%) Business Intelligence
7 31 (19.75%) ETL
7 31 (19.75%) Mathematics
8 30 (19.11%) Data Migration
8 30 (19.11%) Migration
8 30 (19.11%) Project Delivery
9 26 (16.56%) Data Analysis
9 26 (16.56%) Master Data Management
10 22 (14.01%) Quality Management
11 20 (12.74%) Artificial Intelligence
12 18 (11.46%) Network Optimisation
13 16 (10.19%) Data Strategy
Programming Languages
1 24 (15.29%) SQL
2 22 (14.01%) Python
3 11 (7.01%) Java
3 11 (7.01%) Scala
3 11 (7.01%) Shell Script
4 8 (5.10%) C#
4 8 (5.10%) C++
5 5 (3.18%) PL/SQL
6 3 (1.91%) T-SQL
7 2 (1.27%) ActionScript
7 2 (1.27%) ActionScript 2.0
7 2 (1.27%) VB
8 1 (0.64%) C
8 1 (0.64%) JavaScript
8 1 (0.64%) PHP
8 1 (0.64%) VBA
Qualifications
1 29 (18.47%) Security Cleared
2 27 (17.20%) SC Cleared
3 17 (10.83%) Degree
4 9 (5.73%) PhD
5 6 (3.82%) TOGAF Certification
6 2 (1.27%) CTC Cleared
7 1 (0.64%) Master's Degree
Quality Assurance & Compliance
1 10 (6.37%) QA
2 7 (4.46%) GDPR
System Software
1 11 (7.01%) Apache ZooKeeper
1 11 (7.01%) HDFS
2 1 (0.64%) Apache Flume
Systems Management
1 11 (7.01%) Hadoop YARN
1 11 (7.01%) Oozie
2 1 (0.64%) Ansible
Vendors
1 22 (14.01%) Microsoft
2 13 (8.28%) Tableau
3 8 (5.10%) Informatica
4 5 (3.18%) Oracle
4 5 (3.18%) SAP
4 5 (3.18%) Talend
5 2 (1.27%) Jitterbit
5 2 (1.27%) Salesforce.com
5 2 (1.27%) webMethods
6 1 (0.64%) MicroStrategy
6 1 (0.64%) Workday