Period
to 19 January 2020

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 January 2020 with a comparison to the same period in the previous 2 years.

Data Quality
England > East of England
6 months to
19 Jan 2020
Same period 2019 Same period 2018
Rank 135 217 301
Rank change year-on-year +82 +84 +24
Permanent jobs citing Data Quality 127 108 53
As % of all permanent IT jobs advertised in the East of England 2.09% 1.15% 0.45%
As % of the Quality Assurance & Compliance category 14.45% 8.29% 3.96%
Number of salaries quoted 85 93 49
East of England median annual salary £45,000 £65,000 £35,000
Median salary % change year-on-year -30.77% +85.71% -22.22%
10th Percentile £31,500 £30,750 £24,388
90th Percentile £92,500 £92,500 £59,000
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

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 879 1,303 1,339
As % of all permanent IT jobs advertised in the East of England 14.45% 13.85% 11.27%
Number of salaries quoted 608 870 1,051
East of England median annual salary £44,000 £45,000 £45,000
Median salary % change year-on-year -2.22% - -
10th Percentile £26,250 £23,875 £24,750
90th Percentile £72,500 £75,000 £67,500
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 January 2020.

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 January 2020. 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 +40 32 £77,500 +40.91% 2
Hertfordshire +9 28 £85,000 +30.77% 4
Cambridgeshire +44 23 £37,500 +8.70% 5
Suffolk +27 22 £33,000 +17.86% 1
Essex +23 20 £37,500 - 2
Norfolk - 2 £51,025 -
Data Quality
England

For the 6 months to 19 January 2020, 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 40 (31.50%) Problem-Solving
2 39 (30.71%) Artificial Intelligence
3 38 (29.92%) Smallworld
4 36 (28.35%) Migration
4 36 (28.35%) Data Migration
4 36 (28.35%) Driving Licence
5 34 (26.77%) Analytics
5 34 (26.77%) Data Analysis
6 33 (25.98%) Business Intelligence
7 31 (24.41%) ETL
8 30 (23.62%) Analytical Skills
9 28 (22.05%) Data Modelling
10 27 (21.26%) Project Management
10 27 (21.26%) Master Data Management
11 26 (20.47%) Mathematics
12 25 (19.69%) Agile Software Development
12 25 (19.69%) Project Delivery
13 23 (18.11%) Data Management
14 22 (17.32%) Security Cleared
15 21 (16.54%) SC Cleared
15 21 (16.54%) Big Data
16 20 (15.75%) Network Planning
16 20 (15.75%) Degree
17 19 (14.96%) Data Warehouse
18 17 (13.39%) GIS
19 16 (12.60%) Network Optimisation
19 16 (12.60%) Critical Success Factor
20 15 (11.81%) Data Science
20 15 (11.81%) Validation
20 15 (11.81%) Python

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 38 (29.92%) Smallworld
2 8 (6.30%) Apache Spark
3 1 (0.79%) Elasticsearch
Applications
1 4 (3.15%) Microsoft Excel
2 1 (0.79%) Microsoft Office
Business Applications
1 5 (3.94%) Dynamics CRM
Cloud Services
1 6 (4.72%) AWS
1 6 (4.72%) Power Platform
2 4 (3.15%) Azure
3 3 (2.36%) Azure Data Factory
3 3 (2.36%) PaaS
4 1 (0.79%) G Suite
Database & Business Intelligence
1 21 (16.54%) Big Data
2 19 (14.96%) Data Warehouse
3 17 (13.39%) GIS
4 13 (10.24%) Relational Database
5 12 (9.45%) Data Lake
6 8 (6.30%) Hadoop
6 8 (6.30%) ObjectStore
7 7 (5.51%) Amazon Redshift
7 7 (5.51%) SQL Server
8 6 (4.72%) HBase
8 6 (4.72%) Power BI
8 6 (4.72%) Snowflake Schema
8 6 (4.72%) Sqoop
9 5 (3.94%) Apache Hive
9 5 (3.94%) Apache Kudu
9 5 (3.94%) Impala
10 3 (2.36%) Azure SQL Data Warehouse
10 3 (2.36%) Data Mining
11 2 (1.57%) SQL Server Integration Services
11 2 (1.57%) SQL Server Reporting Services
General
1 8 (6.30%) Manufacturing
2 5 (3.94%) Advertising
2 5 (3.94%) Retail
3 4 (3.15%) Finance
4 3 (2.36%) Marketing
5 1 (0.79%) Back Office
5 1 (0.79%) Financial Institution
5 1 (0.79%) Pharmaceutical
5 1 (0.79%) Telecoms
Job Titles
1 36 (28.35%) Fibre Planner
2 24 (18.90%) Architect
2 24 (18.90%) Data Architect
3 21 (16.54%) Analyst
3 21 (16.54%) Consultant
3 21 (16.54%) Data Consultant
4 20 (15.75%) Data Migration Consultant
4 20 (15.75%) Data Migration Lead
4 20 (15.75%) Migration Consultant
5 11 (8.66%) Data Analyst
6 10 (7.87%) Data Scientist
7 9 (7.09%) Data Modeller
8 8 (6.30%) Information Architect
8 8 (6.30%) Information Scientist
9 6 (4.72%) Enterprise Architect
9 6 (4.72%) Enterprise Data Architect
10 5 (3.94%) Business Analyst
10 5 (3.94%) Integration Engineer
10 5 (3.94%) Software Engineer
10 5 (3.94%) Software Integration Engineer
Libraries, Frameworks & Software Standards
1 6 (4.72%) .NET
1 6 (4.72%) Kafka
2 5 (3.94%) .NET Framework
3 2 (1.57%) Natural Language Processing
4 1 (0.79%) ADSI
4 1 (0.79%) ASP.NET
4 1 (0.79%) ASP.NET Web API
4 1 (0.79%) NumPy
4 1 (0.79%) scikit-learn
4 1 (0.79%) SciPy
4 1 (0.79%) WCF
4 1 (0.79%) Web Services
Miscellaneous
1 36 (28.35%) Driving Licence
2 30 (23.62%) Analytical Skills
3 14 (11.02%) Management Information System
4 11 (8.66%) Data Structures
5 8 (6.30%) Life Science
6 7 (5.51%) Self-Motivation
7 6 (4.72%) Algorithms
8 1 (0.79%) NHS
8 1 (0.79%) Social Media
Operating Systems
1 5 (3.94%) Unix
Processes & Methodologies
1 40 (31.50%) Problem-Solving
2 39 (30.71%) Artificial Intelligence
3 36 (28.35%) Data Migration
3 36 (28.35%) Migration
4 34 (26.77%) Analytics
4 34 (26.77%) Data Analysis
5 33 (25.98%) Business Intelligence
6 31 (24.41%) ETL
7 28 (22.05%) Data Modelling
8 27 (21.26%) Master Data Management
8 27 (21.26%) Project Management
9 26 (20.47%) Mathematics
10 25 (19.69%) Agile Software Development
10 25 (19.69%) Project Delivery
11 23 (18.11%) Data Management
12 20 (15.75%) Network Planning
13 16 (12.60%) Critical Success Factor
13 16 (12.60%) Network Optimisation
14 15 (11.81%) Data Science
14 15 (11.81%) Validation
Programming Languages
1 15 (11.81%) Python
2 14 (11.02%) SQL
3 8 (6.30%) C++
3 8 (6.30%) Java
4 6 (4.72%) C#
5 5 (3.94%) Scala
5 5 (3.94%) Shell Script
6 2 (1.57%) T-SQL
6 2 (1.57%) VBA
7 1 (0.79%) MATLAB
7 1 (0.79%) R
Qualifications
1 22 (17.32%) Security Cleared
2 21 (16.54%) SC Cleared
3 20 (15.75%) Degree
4 10 (7.87%) PhD
5 3 (2.36%) TOGAF Certification
6 1 (0.79%) CTC Cleared
6 1 (0.79%) Master's Degree
Quality Assurance & Compliance
1 7 (5.51%) GDPR
1 7 (5.51%) QA
System Software
1 5 (3.94%) Apache ZooKeeper
1 5 (3.94%) HDFS
2 1 (0.79%) Apache Flume
Systems Management
1 5 (3.94%) Hadoop YARN
1 5 (3.94%) Oozie
Vendors
1 10 (7.87%) Informatica
2 8 (6.30%) Talend
3 5 (3.94%) Cloudera
3 5 (3.94%) IBM
3 5 (3.94%) Microsoft
3 5 (3.94%) Salesforce.com
4 1 (0.79%) CA Agile Central
4 1 (0.79%) Hortonworks
4 1 (0.79%) ServiceNow