Period
to

The following table provides summary statistics for contract job vacancies advertised in the East of England with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 6 months to 30 June 2022 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Management
England > East of England
6 months to
30 Jun 2022
Same period 2021 Same period 2020
Rank 88 91 95
Rank change year-on-year +3 +4 +43
Contract jobs citing Data Management 51 31 29
As % of all contract jobs advertised in the East of England 2.03% 1.57% 1.43%
As % of the Processes & Methodologies category 2.43% 1.84% 1.71%
Number of daily rates quoted 31 16 13
10th Percentile £400 £374 £153
25th Percentile £408 £406 £231
Median daily rate (50th Percentile) £500 £506 £475
Median % change year-on-year -1.23% +6.58% +5.56%
75th Percentile £631 £541 £513
90th Percentile £691 £594 £575
England median daily rate £557 £525 £500
% change year-on-year +6.10% +5.00% -
Number of hourly rates quoted 2 4 1
10th Percentile - £40.52 -
25th Percentile £12.50 £43.72 £21.25
Median hourly rate £13.00 £51.25 £22.50
Median % change year-on-year -74.63% +127.78% -59.09%
75th Percentile £13.50 £56.50 £23.75
90th Percentile - - -
England median hourly rate £35.00 £26.00 £39.50
% change year-on-year +34.62% -34.18% +61.69%

Data Management is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Contract vacancies with a requirement for process or methodology skills 2,095 1,681 1,692
As % of all contract IT jobs advertised in the East of England 83.43% 85.03% 83.43%
Number of daily rates quoted 1,272 950 1,050
10th Percentile £213 £158 £250
25th Percentile £363 £300 £363
Median daily rate (50th Percentile) £475 £425 £450
Median % change year-on-year +11.76% -5.56% -
75th Percentile £588 £533 £525
90th Percentile £675 £600 £600
England median daily rate £550 £500 £480
% change year-on-year +10.00% +4.17% +1.05%
Number of hourly rates quoted 299 205 86
10th Percentile £13.25 £12.25 £13.00
25th Percentile £15.25 £13.06 £15.00
Median hourly rate £24.00 £18.38 £22.82
Median % change year-on-year +30.61% -19.48% +30.40%
75th Percentile £53.13 £35.00 £48.38
90th Percentile £60.00 £50.30 £59.38
England median hourly rate £28.41 £24.08 £22.61
% change year-on-year +17.98% +6.50% -1.40%

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
Contractor Daily Rate Trend in the East of England

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

Daily rate trend for Data Management in the East of England

Data Management
Daily Rate Histogram in the East of England

Daily rate distribution for jobs citing Data Management in the East of England over the 6 months to 30 June 2022.

Daily rate histogram for Data Management in the East of England

Data Management
Contractor Hourly Rate Trend in the East of England

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

Hourly rate trend for Data Management in the East of England

Data Management
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Management within the East of England region over the 6 months to 30 June 2022. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Bedfordshire +6 17 £490 -8.84% 1
Essex 0 13 £575 +32.18% 3
Hertfordshire -2 10 £626 +63.73% 5
Cambridgeshire -22 8 £415 -19.81% 12
Norfolk - 3 £713 - 1
Data Management
England

For the 6 months to 30 June 2022, IT contractor 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 contract job ads across the East of England region with a requirement for Data Management.

1 13 (25.49%) AWS
2 12 (23.53%) Data Science
2 12 (23.53%) Social Skills
3 11 (21.57%) Data Modelling
3 11 (21.57%) Migration
3 11 (21.57%) Visualisation
4 10 (19.61%) Analytics
4 10 (19.61%) Data Engineering
4 10 (19.61%) Data Analysis
4 10 (19.61%) Microsoft Excel
5 9 (17.65%) Data Warehouse
5 9 (17.65%) Microsoft
5 9 (17.65%) Data Visualisation
5 9 (17.65%) Data Quality
5 9 (17.65%) Analytical Skills
6 8 (15.69%) Data Governance
6 8 (15.69%) Data Analytics
6 8 (15.69%) Project Management
6 8 (15.69%) PLM
7 7 (13.73%) Windchill
7 7 (13.73%) Finance
7 7 (13.73%) Agile
7 7 (13.73%) Use Case
7 7 (13.73%) CAD
7 7 (13.73%) Linux
7 7 (13.73%) Kafka
7 7 (13.73%) R
7 7 (13.73%) Apache Spark
7 7 (13.73%) Relational Database
7 7 (13.73%) Amazon SageMaker

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 7 (13.73%) Apache Spark
2 5 (9.80%) Jupyter
3 3 (5.88%) Apache
3 3 (5.88%) Confluence
3 3 (5.88%) SharePoint
4 2 (3.92%) Apache Airflow
5 1 (1.96%) IIS
5 1 (1.96%) SAS
Applications
1 10 (19.61%) Microsoft Excel
2 7 (13.73%) Windchill
3 6 (11.76%) CATIA
4 5 (9.80%) Microsoft PowerPoint
5 3 (5.88%) Microsoft Office
6 1 (1.96%) Microsoft Project
6 1 (1.96%) PTC Creo
Business Applications
1 1 (1.96%) Bankmaster
1 1 (1.96%) HFM
1 1 (1.96%) Oracle ERP
1 1 (1.96%) SAP MDG
1 1 (1.96%) SAP MDM
Cloud Services
1 13 (25.49%) AWS
2 7 (13.73%) Amazon SageMaker
3 6 (11.76%) Collibra
3 6 (11.76%) Power Platform
3 6 (11.76%) SaaS
3 6 (11.76%) Serverless
4 5 (9.80%) Amazon EMR
4 5 (9.80%) AWS Lambda
4 5 (9.80%) Snowflake
5 4 (7.84%) Azure
6 2 (3.92%) Amazon Kinesis
7 1 (1.96%) Amazon S3
7 1 (1.96%) Microsoft 365
7 1 (1.96%) PowerApps
7 1 (1.96%) Taleo
Communications & Networking
1 1 (1.96%) DNS
1 1 (1.96%) Intranet
Database & Business Intelligence
1 9 (17.65%) Data Warehouse
2 7 (13.73%) Relational Database
3 5 (9.80%) Metadata
3 5 (9.80%) NoSQL
3 5 (9.80%) Power BI
3 5 (9.80%) Tableau
3 5 (9.80%) Triplestore
4 4 (7.84%) Big Data
4 4 (7.84%) Data Mining
5 3 (5.88%) Data Lake
5 3 (5.88%) PostgreSQL
6 2 (3.92%) Apache Arrow
6 2 (3.92%) Apache Hive
6 2 (3.92%) Azure SQL Data Warehouse
6 2 (3.92%) Azure SQL Database
6 2 (3.92%) Flink
6 2 (3.92%) Looker
6 2 (3.92%) OLTP
6 2 (3.92%) Pentaho
6 2 (3.92%) RDBMS
Development Applications
1 2 (3.92%) JIRA
1 2 (3.92%) MLflow
1 2 (3.92%) RStudio
General
1 12 (23.53%) Social Skills
2 9 (17.65%) Analytical Skills
3 7 (13.73%) Finance
4 6 (11.76%) Manufacturing
5 3 (5.88%) Local Government
6 2 (3.92%) Law
6 2 (3.92%) Organisational Skills
6 2 (3.92%) Public Sector
7 1 (1.96%) Banking
7 1 (1.96%) Influencing Skills
7 1 (1.96%) Pharmaceutical
7 1 (1.96%) Presentation Skills
Job Titles
1 12 (23.53%) Analyst
2 10 (19.61%) Architect
3 5 (9.80%) Data Engineer
3 5 (9.80%) Data Scientist
4 4 (7.84%) Support Analyst
5 3 (5.88%) Administrator
5 3 (5.88%) Data Analyst
5 3 (5.88%) Data Architect
5 3 (5.88%) Developer
5 3 (5.88%) IT Analyst
5 3 (5.88%) Java Developer
5 3 (5.88%) Report Analyst
5 3 (5.88%) Service Analyst
6 2 (3.92%) Business Analyst
6 2 (3.92%) Business Support Analyst
6 2 (3.92%) Consultant
6 2 (3.92%) Data Strategist
6 2 (3.92%) Project Support Officer
6 2 (3.92%) Systems Engineer
6 2 (3.92%) Technical Architect
Libraries, Frameworks & Software Standards
1 7 (13.73%) Kafka
1 7 (13.73%) Shiny
2 5 (9.80%) NLTK
2 5 (9.80%) NumPy
2 5 (9.80%) Pandas
2 5 (9.80%) SciPy
2 5 (9.80%) TensorFlow
3 2 (3.92%) Django
3 2 (3.92%) Flask
3 2 (3.92%) HTML
3 2 (3.92%) RabbitMQ
3 2 (3.92%) Spark Streaming
3 2 (3.92%) Spring
4 1 (1.96%) CSS
4 1 (1.96%) Java EE
4 1 (1.96%) LAPP Stack
4 1 (1.96%) SAML
Miscellaneous
1 4 (7.84%) Management Information System
2 2 (3.92%) Data Centre
2 2 (3.92%) Data Structures
2 2 (3.92%) Reference Data
3 1 (1.96%) Cloud Native
3 1 (1.96%) Hybrid Cloud
3 1 (1.96%) Life Science
3 1 (1.96%) User Experience
Operating Systems
1 7 (13.73%) Linux
2 3 (5.88%) Windows
2 3 (5.88%) Windows Server
3 1 (1.96%) Unix
Processes & Methodologies
1 12 (23.53%) Data Science
2 11 (21.57%) Data Modelling
2 11 (21.57%) Migration
2 11 (21.57%) Visualisation
3 10 (19.61%) Analytics
3 10 (19.61%) Data Analysis
3 10 (19.61%) Data Engineering
4 9 (17.65%) Data Visualisation
5 8 (15.69%) Data Analytics
5 8 (15.69%) Data Governance
5 8 (15.69%) PLM
5 8 (15.69%) Project Management
6 7 (13.73%) Agile
6 7 (13.73%) CAD
6 7 (13.73%) Use Case
7 5 (9.80%) Data Munging
7 5 (9.80%) Machine Learning
7 5 (9.80%) Mathematics
7 5 (9.80%) Neural Network
7 5 (9.80%) Statistics
Programming Languages
1 7 (13.73%) R
2 6 (11.76%) Java
2 6 (11.76%) Python
2 6 (11.76%) SQL
3 2 (3.92%) T-SQL
4 1 (1.96%) Bash
4 1 (1.96%) PowerShell
4 1 (1.96%) Shell Script
Qualifications
1 3 (5.88%) Security Cleared
2 2 (3.92%) AWS Certification
2 2 (3.92%) Degree
2 2 (3.92%) SC Cleared
3 1 (1.96%) MCAD
3 1 (1.96%) Microsoft Certification
3 1 (1.96%) SAS Certification
Quality Assurance & Compliance
1 9 (17.65%) Data Quality
2 2 (3.92%) GDPR
2 2 (3.92%) QA
System Software
1 1 (1.96%) Active Directory
1 1 (1.96%) Docker
Systems Management
1 3 (5.88%) Control-M
1 3 (5.88%) Kubernetes
2 1 (1.96%) Ansible
2 1 (1.96%) Terraform
Vendors
1 9 (17.65%) Microsoft
2 6 (11.76%) Oracle
3 2 (3.92%) MapR
4 1 (1.96%) DataFlux
4 1 (1.96%) Google
4 1 (1.96%) Hyperion
4 1 (1.96%) Informatica
4 1 (1.96%) Ping Identity
4 1 (1.96%) SAP
4 1 (1.96%) Talend
4 1 (1.96%) Workday