Period
to 27 November 2021

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 6 months to 27 November 2021 with a comparison to the same period in the previous 2 years.

Data Management
England > East of England
6 months to
27 Nov 2021
Same period 2020 Same period 2019
Rank 43 101 173
Rank change year-on-year +58 +72 +85
Permanent jobs citing Data Management 282 36 96
As % of all permanent jobs advertised in the East of England 4.97% 1.83% 1.42%
As % of the Processes & Methodologies category 5.44% 2.05% 1.55%
Number of salaries quoted 67 24 66
10th Percentile £30,516 £34,125 £31,250
25th Percentile £37,500 £38,875 £38,318
Median annual salary (50th Percentile) £52,500 £52,500 £50,000
Median % change year-on-year - +5.00% -6.98%
75th Percentile £66,125 £64,250 £62,500
90th Percentile £71,250 £72,500 £77,500
England median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

Data Management is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 5,180 1,757 6,182
As % of all permanent IT jobs advertised in the East of England 91.36% 89.41% 91.45%
Number of salaries quoted 2,705 1,454 4,507
10th Percentile £27,000 £29,500 £27,500
25th Percentile £35,000 £37,500 £36,250
Median annual salary (50th Percentile) £48,500 £50,000 £50,000
Median % change year-on-year -3.00% - +5.26%
75th Percentile £63,750 £63,750 £62,500
90th Percentile £75,000 £77,500 £75,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

Data Management
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Management in the East of England

Data Management
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing Data Management in the East of England.

Salary trend for Data Management in the East of England

Data Management
Salary Histogram in the East of England

Salary distribution for jobs citing Data Management in the East of England over the 6 months to 27 November 2021.

Salary histogram for Data Management in the East of England

Data Management
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 Management within the East of England region over the 6 months to 27 November 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
Cambridgeshire +51 155 £55,000 -12.00% 3
Hertfordshire -3 94 £52,500 -10.64% 8
Essex 0 20 £52,500 +11.11% 5
Bedfordshire -12 8 £52,500 -6.67% 1
Norfolk -20 5 £31,973 -28.95% 1
Data Management
England

For the 6 months to 27 November 2021, IT jobs citing Data Management 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 Management.

1 151 (53.55%) Degree
2 118 (41.84%) Social Skills
3 109 (38.65%) Management Information System
4 87 (30.85%) Pharmaceutical
5 82 (29.08%) Computer Science
6 81 (28.72%) Project Management
7 79 (28.01%) Agile Software Development
8 71 (25.18%) Analytics
9 68 (24.11%) Mathematics
10 67 (23.76%) Problem-Solving
11 65 (23.05%) Migration
12 64 (22.70%) Analytical Skills
13 62 (21.99%) Biostatistics
14 61 (21.63%) Validation
14 61 (21.63%) SAS
15 60 (21.28%) Finance
15 60 (21.28%) Data Quality
16 54 (19.15%) Statistics
17 53 (18.79%) Life Science
18 51 (18.09%) Data Governance
19 48 (17.02%) Computer Science Degree
20 45 (15.96%) Microsoft
20 45 (15.96%) SQL
21 44 (15.60%) Process Improvement
21 44 (15.60%) R
22 43 (15.25%) Mentoring
23 42 (14.89%) Python
24 39 (13.83%) Azure
24 39 (13.83%) SDLC
24 39 (13.83%) Decision-Making

Data Management
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 61 (21.63%) SAS
2 11 (3.90%) Apache Spark
3 7 (2.48%) CMS
4 2 (0.71%) Confluence
4 2 (0.71%) MS Exchange
Applications
1 34 (12.06%) Microsoft Excel
2 25 (8.87%) Microsoft PowerPoint
3 10 (3.55%) Microsoft Office
Business Applications
1 19 (6.74%) NetSuite
2 2 (0.71%) Dynamics CRM
2 2 (0.71%) JDE OneWorld
2 2 (0.71%) Shopify
Cloud Services
1 39 (13.83%) Azure
2 26 (9.22%) AWS
3 16 (5.67%) Power Platform
4 13 (4.61%) Azure Synapse Analytics
5 10 (3.55%) Azure Data Factory
5 10 (3.55%) Microsoft 365
6 5 (1.77%) Serverless
7 4 (1.42%) Amazon S3
7 4 (1.42%) Siri
8 3 (1.06%) Power Automate
8 3 (1.06%) PowerApps
9 2 (0.71%) Amazon EKS
9 2 (0.71%) Amazon EMR
9 2 (0.71%) Amazon SageMaker
9 2 (0.71%) Azure Cosmos DB
9 2 (0.71%) Azure Event Grid
9 2 (0.71%) Azure Functions
9 2 (0.71%) Azure Service Bus
9 2 (0.71%) Collibra
9 2 (0.71%) Dynamics 365
Communications & Networking
1 2 (0.71%) Cisco IPT
1 2 (0.71%) VoIP
Database & Business Intelligence
1 34 (12.06%) Big Data
2 23 (8.16%) Data Lake
3 22 (7.80%) Spotfire
4 19 (6.74%) Tableau
5 16 (5.67%) Data Warehouse
5 16 (5.67%) Electronic Patient Records
5 16 (5.67%) Power BI
6 15 (5.32%) Metadata
7 13 (4.61%) Data Mining
8 12 (4.26%) Oracle Reports
9 9 (3.19%) Apache Hive
9 9 (3.19%) Hadoop
10 7 (2.48%) Apache Cassandra
10 7 (2.48%) MongoDB
10 7 (2.48%) NoSQL
11 6 (2.13%) Relational Database
11 6 (2.13%) SQL Server Integration Services
12 5 (1.77%) HDInsight
12 5 (1.77%) SQL Server
13 4 (1.42%) Azure SQL Database
Development Applications
1 3 (1.06%) JIRA
1 3 (1.06%) LabVIEW
2 2 (0.71%) kappa
3 1 (0.35%) ERwin
General
1 118 (41.84%) Social Skills
2 87 (30.85%) Pharmaceutical
3 64 (22.70%) Analytical Skills
4 60 (21.28%) Finance
5 34 (12.06%) Inclusion and Diversity
6 28 (9.93%) Law
7 26 (9.22%) Legal
8 18 (6.38%) Games
9 12 (4.26%) Humanities
9 12 (4.26%) Retail
10 10 (3.55%) Marketing
11 8 (2.84%) Social Science
12 7 (2.48%) Presentation Skills
13 3 (1.06%) Electronics
13 3 (1.06%) Manufacturing
14 2 (0.71%) Advertising
14 2 (0.71%) Aerospace
15 1 (0.35%) Local Government
15 1 (0.35%) Public Sector
Job Titles
1 99 (35.11%) Analyst
2 54 (19.15%) Programmer
3 26 (9.22%) Senior Analyst
4 25 (8.87%) Architect
4 25 (8.87%) Data Analyst
4 25 (8.87%) Data Architect
4 25 (8.87%) Data Manager
5 18 (6.38%) Administrator
5 18 (6.38%) Implementation Manager
5 18 (6.38%) Project Manager
6 17 (6.03%) Senior Programmer
7 12 (4.26%) Domain Architect
8 11 (3.90%) Business Analyst
8 11 (3.90%) Software Engineer
9 8 (2.84%) Data Engineer
9 8 (2.84%) Developer
10 7 (2.48%) Development Manager
10 7 (2.48%) Insight Analyst
10 7 (2.48%) Monitoring Analyst
10 7 (2.48%) Security Engineer
Libraries, Frameworks & Software Standards
1 24 (8.51%) .NET
2 18 (6.38%) EDI
3 11 (3.90%) XML
4 8 (2.84%) Play Framework
5 7 (2.48%) ASP.NET
5 7 (2.48%) CSS
5 7 (2.48%) HTML
5 7 (2.48%) HTML5
5 7 (2.48%) REST
5 7 (2.48%) SOAP
5 7 (2.48%) UDDI
5 7 (2.48%) Web Services
5 7 (2.48%) WSDL
6 6 (2.13%) React
7 4 (1.42%) AngularJS
8 3 (1.06%) JSON
9 2 (0.71%) ARM Templates
9 2 (0.71%) Kafka
9 2 (0.71%) Node.js
10 1 (0.35%) jQuery
Miscellaneous
1 109 (38.65%) Management Information System
2 53 (18.79%) Life Science
3 23 (8.16%) Reference Data
4 16 (5.67%) Biotechnology
5 14 (4.96%) Data Structures
6 13 (4.61%) Social Media
7 8 (2.84%) User Experience
8 5 (1.77%) Virtual Team
9 4 (1.42%) Cloud Native
9 4 (1.42%) Legacy Applications
10 3 (1.06%) Foreign Exchange (FX)
10 3 (1.06%) Legacy Systems
10 3 (1.06%) Self-Motivation
10 3 (1.06%) Tandem
11 2 (0.71%) Algorithms
11 2 (0.71%) NHS
11 2 (0.71%) Pharmacovigilance
12 1 (0.35%) CCTV
Operating Systems
1 2 (0.71%) Android
1 2 (0.71%) VMS
1 2 (0.71%) Windows
1 2 (0.71%) Windows 10
Processes & Methodologies
1 82 (29.08%) Computer Science
2 81 (28.72%) Project Management
3 79 (28.01%) Agile Software Development
4 71 (25.18%) Analytics
5 68 (24.11%) Mathematics
6 67 (23.76%) Problem-Solving
7 65 (23.05%) Migration
8 62 (21.99%) Biostatistics
9 61 (21.63%) Validation
10 54 (19.15%) Statistics
11 51 (18.09%) Data Governance
12 44 (15.60%) Process Improvement
13 43 (15.25%) Mentoring
14 39 (13.83%) Decision-Making
14 39 (13.83%) SDLC
15 38 (13.48%) Analytical Thinking
15 38 (13.48%) Data Modelling
16 36 (12.77%) Data Science
17 34 (12.06%) Bioinformatics
17 34 (12.06%) Requirements Gathering
Programming Languages
1 45 (15.96%) SQL
2 44 (15.60%) R
3 42 (14.89%) Python
4 29 (10.28%) Java
5 24 (8.51%) C
6 20 (7.09%) C#
7 18 (6.38%) JavaScript
8 11 (3.90%) PowerShell
9 8 (2.84%) C++
9 8 (2.84%) Groovy
9 8 (2.84%) VBA
10 7 (2.48%) TypeScript
11 4 (1.42%) Ruby
12 3 (1.06%) MATLAB
12 3 (1.06%) Scala
13 2 (0.71%) Bash Shell
14 1 (0.35%) Go
14 1 (0.35%) PHP
Qualifications
1 151 (53.55%) Degree
2 48 (17.02%) Computer Science Degree
3 30 (10.64%) Master's Degree
4 12 (4.26%) Numerate Degree
5 3 (1.06%) (ISC)2 CCSP
5 3 (1.06%) CCSP
5 3 (1.06%) Cisco Certification
5 3 (1.06%) CISSP
5 3 (1.06%) SC Cleared
5 3 (1.06%) Security Cleared
6 2 (0.71%) AWS Certification
6 2 (0.71%) Six Sigma Green Belt
7 1 (0.35%) CISA
7 1 (0.35%) CISM
7 1 (0.35%) CRISC
7 1 (0.35%) HND
7 1 (0.35%) ITIL Certification
7 1 (0.35%) PhD
Quality Assurance & Compliance
1 60 (21.28%) Data Quality
2 31 (10.99%) GDPR
3 20 (7.09%) Good Clinical Practice
4 18 (6.38%) CDISC
5 10 (3.55%) HIPAA
6 8 (2.84%) GxP
7 4 (1.42%) Accessibility
8 3 (1.06%) Actionable Recommendations
9 2 (0.71%) ISO/IEC 27001
10 1 (0.35%) GLP
10 1 (0.35%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
10 1 (0.35%) NIST
10 1 (0.35%) PCI DSS
10 1 (0.35%) QA
10 1 (0.35%) SLA
System Software
1 2 (0.71%) Active Directory
1 2 (0.71%) Virtual Machines
Systems Management
1 12 (4.26%) Oracle EDQ
2 4 (1.42%) Kubernetes
Vendors
1 45 (15.96%) Microsoft
2 19 (6.74%) Oracle
3 12 (4.26%) CA Agile Central
3 12 (4.26%) Facebook
3 12 (4.26%) Saba
3 12 (4.26%) SAP
4 11 (3.90%) Informatica
5 7 (2.48%) Databricks
6 6 (2.13%) IBM
7 5 (1.77%) Palantir
8 4 (1.42%) Apple
9 2 (0.71%) JD Edwards
9 2 (0.71%) Sage
9 2 (0.71%) Salesforce.com
9 2 (0.71%) ServiceNow
10 1 (0.35%) Talend
10 1 (0.35%) Workday