Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Data Governance skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Governance over the 6 months to 21 November 2017 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 Governance
England > London
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 359 385 419
Rank change year-on-year +26 +34 -4
Contract jobs citing Data Governance 293 237 193
As % of all contract IT jobs advertised in London 0.62% 0.53% 0.41%
As % of the Processes & Methodologies category 0.72% 0.61% 0.49%
Number of daily rates quoted 213 145 137
London median daily rate £600 £550 £500
Median daily rate % change year-on-year +9.09% +10.00% -4.76%
10th Percentile £400 £403 £309
90th Percentile £738 £750 £710
England median daily rate £550 £525 £475
% change year-on-year +4.76% +10.53% -5.00%
Number of hourly rates quoted 0 0 1
London median hourly rate - - £15.77
England median hourly rate £56.00 £13.00 £15.77
% change year-on-year +330.77% -17.56% -84.98%

Data Governance 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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Contract vacancies with a requirement for process or methodology skills 40937 38731 39019
As % of all contract IT jobs advertised in London 86.98% 86.21% 83.82%
Number of daily rates quoted 29768 27769 27882
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +2.86%
10th Percentile £313 £305 £288
90th Percentile £675 £643 £638
England median daily rate £450 £425 £423
% change year-on-year +5.88% +0.47% +5.75%
Number of hourly rates quoted 383 401 470
London median hourly rate £22.50 £22.00 £20.00
Median hourly rate % change year-on-year +2.27% +10.00% +11.11%
10th Percentile £13.31 £12.25 £11.25
90th Percentile £51.60 £50.14 £50.00
England median hourly rate £23.75 £24.42 £22.50
% change year-on-year -2.74% +8.53% +18.42%

Data Governance
Job Vacancy Trend in London

Job postings citing Data Governance as a percentage of all IT jobs advertised in London.

Job vacancy trend for Data Governance in London

Data Governance
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Governance in London.

Contractor daily rate trend for Data Governance in London

Data Governance
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Data Governance in London over the 6 months to 21 November 2017.

Contractor daily rate histogram for Data Governance in London

Data Governance
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Governance in London.

Contractor hourly rate trend for Data Governance in London

Data Governance
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Governance within the London region over the 6 months to 21 November 2017. 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
Job
Vacancies
Central London +26 63 £588 +2.17% 10
West London -9 8 £500 +21.21% 1
South London -33 7 £463 -15.91%
East London -8 1 £800 +68.42% 1
North London - 1 - -
Data Governance
England

For the 6 months to 21 November 2017, IT contractor jobs citing Data Governance also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the London region with a requirement for Data Governance.

1 92 (31.40%) Data Management
2 79 (26.96%) Finance
3 73 (24.91%) GDPR
4 67 (22.87%) Data Quality
5 62 (21.16%) Data Modelling
6 60 (20.48%) Agile Software Development
7 54 (18.43%) SQL
8 53 (18.09%) Stakeholder Management
9 47 (16.04%) Business Intelligence
10 46 (15.70%) Analytics
11 45 (15.36%) Big Data
12 38 (12.97%) Banking
12 38 (12.97%) Business Analysis
13 37 (12.63%) Data Protection
14 36 (12.29%) Data Architecture
14 36 (12.29%) Legal
14 36 (12.29%) Java
15 34 (11.60%) JavaScript
16 33 (11.26%) Asset Management
17 31 (10.58%) Data Warehouse
17 31 (10.58%) Investment Management
18 30 (10.24%) Analytical Skills
18 30 (10.24%) Project Management
19 28 (9.56%) SAP
19 28 (9.56%) Hadoop
19 28 (9.56%) Degree
20 27 (9.22%) Data Analysis
20 27 (9.22%) Scrum
21 26 (8.87%) Python
21 26 (8.87%) Visualisation

Data Governance
Co-occurring IT Skills in London 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 8 (2.73%) Apache Spark
1 8 (2.73%) SharePoint
2 4 (1.37%) Apache Solr
2 4 (1.37%) Confluence
2 4 (1.37%) Elasticsearch
3 3 (1.02%) CMS
3 3 (1.02%) MS Exchange
4 2 (0.68%) Apache
4 2 (0.68%) IBM Domino
4 2 (0.68%) MQSeries
4 2 (0.68%) Oracle Workflow
4 2 (0.68%) WebSphere
5 1 (0.34%) Apache Pig
5 1 (0.34%) SAS
Applications
1 13 (4.44%) Microsoft Excel
2 6 (2.05%) Microsoft Office
3 5 (1.71%) MS Visio
4 2 (0.68%) Microsoft PowerPoint
4 2 (0.68%) Photoshop
5 1 (0.34%) Microsoft Project
5 1 (0.34%) Spreadsheet
Business Applications
1 16 (5.46%) Markit EDM
2 12 (4.10%) SimCorp Dimension
3 3 (1.02%) SAP MDG
4 2 (0.68%) Dynamics CRM
5 1 (0.34%) Dynamics GP
5 1 (0.34%) Oracle Retail
5 1 (0.34%) PolarLake
5 1 (0.34%) SAP CRM
5 1 (0.34%) SAP MDG-S
5 1 (0.34%) SAP S/4HANA
Cloud Services
1 8 (2.73%) Amazon AWS
2 5 (1.71%) Microsoft Azure
3 4 (1.37%) Google Cloud Platform
4 3 (1.02%) Google Analytics
4 3 (1.02%) Office 365
5 2 (0.68%) Azure Active Directory
5 2 (0.68%) SaaS
6 1 (0.34%) Adobe Analytics
6 1 (0.34%) Azure Data Factory
6 1 (0.34%) Cloud Computing
6 1 (0.34%) Cortana Intelligence Suite
6 1 (0.34%) IaaS
6 1 (0.34%) PaaS
Communications & Networking
1 4 (1.37%) LDAP
2 3 (1.02%) Kerberos
3 2 (0.68%) S/MIME
4 1 (0.34%) Firewall
4 1 (0.34%) Internet
4 1 (0.34%) Network Security
4 1 (0.34%) SMS
4 1 (0.34%) VPN
Database & Business Intelligence
1 45 (15.36%) Big Data
2 31 (10.58%) Data Warehouse
3 28 (9.56%) Hadoop
4 22 (7.51%) BusinessObjects
5 19 (6.48%) MongoDB
6 14 (4.78%) NoSQL
7 13 (4.44%) SQL Server
8 10 (3.41%) Relational Database
9 9 (3.07%) SQL Server Integration Services
10 7 (2.39%) QlikView
11 5 (1.71%) Apache Hive
11 5 (1.71%) Data Mining
11 5 (1.71%) RDBMS
12 4 (1.37%) Data Lake
12 4 (1.37%) DataStage
12 4 (1.37%) Power BI
13 3 (1.02%) Apache Cassandra
13 3 (1.02%) EDRMS
13 3 (1.02%) SQL Server Analysis Services
13 3 (1.02%) SQL Server Reporting Services
Development Applications
1 17 (5.80%) JIRA
2 9 (3.07%) ERwin
3 3 (1.02%) PowerDesigner
4 2 (0.68%) Dreamweaver
4 2 (0.68%) Team Foundation Server
5 1 (0.34%) Talend Open Studio
5 1 (0.34%) Visual Studio
General
1 79 (26.96%) Finance
2 38 (12.97%) Banking
3 36 (12.29%) Legal
4 15 (5.12%) Retail
5 13 (4.44%) Investment Banking
5 13 (4.44%) Marketing
6 9 (3.07%) Telecoms
7 6 (2.05%) Private Banking
8 5 (1.71%) Financial Institution
8 5 (1.71%) Retail Banking
9 4 (1.37%) Law
10 3 (1.02%) Dutch Language
10 3 (1.02%) Electronics
10 3 (1.02%) Manufacturing
11 2 (0.68%) Advertising
11 2 (0.68%) Back Office
11 2 (0.68%) Billing
11 2 (0.68%) French Language
11 2 (0.68%) Front Office
11 2 (0.68%) Games
Job Titles
1 105 (35.84%) Analyst
2 62 (21.16%) Business Analyst
3 57 (19.45%) Data Analyst
4 55 (18.77%) Architect
5 45 (15.36%) Data Architect
6 37 (12.63%) Data Business Analyst
7 30 (10.24%) Developer
7 30 (10.24%) Project Manager
8 25 (8.53%) Java Developer
9 23 (7.85%) Consultant
10 18 (6.14%) Governance Analyst
11 17 (5.80%) Python Developer
12 15 (5.12%) Delivery Manager
13 14 (4.78%) Data Manager
14 13 (4.44%) Data Consultant
15 12 (4.10%) Governance Manager
16 11 (3.75%) Business Data Analyst
16 11 (3.75%) Data Governance Analyst
16 11 (3.75%) Data Governance Manager
17 10 (3.41%) GDPR Project Manager
Libraries, Frameworks & Software Standards
1 24 (8.19%) RESTful
2 17 (5.80%) AngularJS
2 17 (5.80%) JDBC
3 16 (5.46%) JSON
4 15 (5.12%) CSS
4 15 (5.12%) HTML
5 13 (4.44%) D3.js
5 13 (4.44%) HTML5
6 9 (3.07%) CSS3
7 6 (2.05%) REST
7 6 (2.05%) Web Services
8 5 (1.71%) XML
9 4 (1.37%) jQuery
9 4 (1.37%) Kafka
10 3 (1.02%) FpML
10 3 (1.02%) SAML
11 2 (0.68%) ActiveMQ
11 2 (0.68%) JMS
11 2 (0.68%) Lucene
11 2 (0.68%) RabbitMQ
Miscellaneous
1 30 (10.24%) Analytical Skills
2 17 (5.80%) Management Information System
3 15 (5.12%) Taxonomies
4 13 (4.44%) Hedge funds
5 12 (4.10%) Reference Data
6 9 (3.07%) Computer Science
6 9 (3.07%) Data Protection Act
7 6 (2.05%) Data Structures
8 5 (1.71%) User Experience
9 3 (1.02%) Derivative
9 3 (1.02%) Equities
9 3 (1.02%) Fixed Income
9 3 (1.02%) Foreign Exchange (FX)
10 2 (0.68%) Algorithms
10 2 (0.68%) Enterprise Software
10 2 (0.68%) LIMS
10 2 (0.68%) Market Risk
10 2 (0.68%) Mobile App
10 2 (0.68%) Mobile Banking
10 2 (0.68%) Public Cloud
Operating Systems
1 6 (2.05%) Windows
2 2 (0.68%) Linux
Processes & Methodologies
1 92 (31.40%) Data Management
2 62 (21.16%) Data Modelling
3 60 (20.48%) Agile Software Development
4 53 (18.09%) Stakeholder Management
5 47 (16.04%) Business Intelligence
6 46 (15.70%) Analytics
7 38 (12.97%) Business Analysis
8 37 (12.63%) Data Protection
9 36 (12.29%) Data Architecture
10 33 (11.26%) Asset Management
11 31 (10.58%) Investment Management
12 30 (10.24%) Project Management
13 27 (9.22%) Data Analysis
13 27 (9.22%) Scrum
14 26 (8.87%) Master Data Management
14 26 (8.87%) Visualisation
15 23 (7.85%) Data Strategy
16 21 (7.17%) Information Security
17 20 (6.83%) Kanban
17 20 (6.83%) Machine Learning
Programming Languages
1 54 (18.43%) SQL
2 36 (12.29%) Java
3 34 (11.60%) JavaScript
4 26 (8.87%) Python
5 7 (2.39%) C#
6 4 (1.37%) C
6 4 (1.37%) Scala
7 3 (1.02%) PL/SQL
7 3 (1.02%) T-SQL
8 2 (0.68%) Perl
8 2 (0.68%) PowerShell
8 2 (0.68%) R
9 1 (0.34%) C++
9 1 (0.34%) PHP
9 1 (0.34%) VBA
Qualifications
1 28 (9.56%) Degree
2 12 (4.10%) Security Cleared
3 9 (3.07%) ISEB
4 8 (2.73%) SC Cleared
5 5 (1.71%) Computer Science Degree
6 4 (1.37%) Master's Degree
6 4 (1.37%) PMI Certification
6 4 (1.37%) PMP
7 2 (0.68%) BPSS Clearance
7 2 (0.68%) CISA
7 2 (0.68%) CISSP
7 2 (0.68%) ITIL Certification
8 1 (0.34%) CISM
8 1 (0.34%) CRISC
8 1 (0.34%) ISEB Practitioner
8 1 (0.34%) Numerate Degree
8 1 (0.34%) Postgraduate
8 1 (0.34%) PRINCE2 Certification
8 1 (0.34%) SAP Certification
Quality Assurance & Compliance
1 73 (24.91%) GDPR
2 67 (22.87%) Data Quality
3 10 (3.41%) MiFID
4 7 (2.39%) QA
5 6 (2.05%) Solvency II
6 4 (1.37%) Dodd-Frank
6 4 (1.37%) EMIR
7 3 (1.02%) BS7799
8 2 (0.68%) PCI DSS
9 1 (0.34%) Basel II
9 1 (0.34%) Cyber Essentials
9 1 (0.34%) IFRS
9 1 (0.34%) ISO 20022
9 1 (0.34%) ISO/IEC 27001
9 1 (0.34%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 1 (0.34%) PSD2
9 1 (0.34%) Sarbanes-Oxley
System Software
1 4 (1.37%) Active Directory
Systems Management
1 2 (0.68%) FTK
2 1 (0.34%) RSA Archer
2 1 (0.34%) Systems Management Server (SMS)
Vendors
1 28 (9.56%) SAP
2 14 (4.78%) Microsoft
3 12 (4.10%) Charles River
3 12 (4.10%) SimCorp
3 12 (4.10%) Tableau
4 10 (3.41%) Informatica
4 10 (3.41%) Oracle
5 6 (2.05%) Adobe
6 5 (1.71%) Ab Initio
6 5 (1.71%) Google
6 5 (1.71%) IBM
6 5 (1.71%) Progress
7 4 (1.37%) Teradata
8 3 (1.02%) Atlassian
8 3 (1.02%) CA
8 3 (1.02%) MapR
8 3 (1.02%) Salesforce.com
9 2 (0.68%) Alteryx
9 2 (0.68%) Reuters
9 2 (0.68%) ServiceNow