Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Data Governance skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Governance over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Governance
England > North West
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 297 346 340
Rank change year-on-year +49 -6 +22
Permanent jobs citing Data Governance 69 17 27
As % of all permanent IT jobs advertised in the North West 0.53% 0.14% 0.21%
As % of the Processes & Methodologies category 0.59% 0.15% 0.23%
Number of salaries quoted 55 10 14
North West median annual salary £57,500 £48,750 £70,000
Median salary % change year-on-year +17.95% -30.36% +64.71%
England median annual salary £60,000 £67,500 £60,000
% change year-on-year -11.11% +12.50% -11.11%

Data Governance 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 North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11786 11102 11645
As % of all permanent IT jobs advertised in the North West 89.83% 89.71% 89.46%
Number of salaries quoted 9369 9260 9630
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Governance
Job Vacancy Trend in the North West

Job postings citing Data Governance as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Data Governance in the North West

Data Governance
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Governance in the North West.

Salary trend for Data Governance in the North West

Data Governance
Salary Histogram in the North West

The salary distribution of IT jobs citing Data Governance in the North West over the 6 months to 19 November 2017.

Salary histogram for Data Governance in the North West

Data Governance
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Governance within the North West region over the 6 months to 19 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +3 35 £57,500 +17.95% 1
Cheshire -3 27 £55,000 +13.19% 1
Lancashire - 4 £40,000 -
Merseyside - 1 £62,500 - 1
Data Governance
England

For the 6 months to 19 November 2017, IT 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 job ads across the North West region with a requirement for Data Governance.

1 39 (56.52%) Data Management
2 26 (37.68%) Finance
3 25 (36.23%) Data Quality
4 23 (33.33%) Analytics
5 20 (28.99%) Business Intelligence
6 18 (26.09%) Banking
7 17 (24.64%) Data Warehouse
7 17 (24.64%) Analytical Skills
8 16 (23.19%) Master Data Management
9 15 (21.74%) Data Integration
9 15 (21.74%) Big Data
10 14 (20.29%) Data Modelling
11 13 (18.84%) ETL
11 13 (18.84%) Stakeholder Management
12 12 (17.39%) Data Architecture
12 12 (17.39%) Microsoft
13 11 (15.94%) SQL
14 10 (14.49%) Data Analysis
14 10 (14.49%) Performance Management
14 10 (14.49%) SAS
14 10 (14.49%) R
14 10 (14.49%) Data Analytics
15 9 (13.04%) Data Extraction
15 9 (13.04%) IBM
15 9 (13.04%) Oracle
15 9 (13.04%) Project Management
16 8 (11.59%) SPSS
16 8 (11.59%) Agile Software Development
16 8 (11.59%) TOGAF
16 8 (11.59%) Hadoop

Data Governance
Co-occurring IT Skills in the North West 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 10 (14.49%) SAS
2 1 (1.45%) CMS
Applications
1 8 (11.59%) SPSS
2 7 (10.14%) Microsoft Office
3 2 (2.90%) Microsoft Excel
3 2 (2.90%) Microsoft PowerPoint
Business Applications
1 2 (2.90%) SAP GRC
Cloud Services
1 3 (4.35%) Cortana Intelligence Suite
Database & Business Intelligence
1 17 (24.64%) Data Warehouse
2 15 (21.74%) Big Data
3 8 (11.59%) Hadoop
4 7 (10.14%) SQL Server
4 7 (10.14%) SQL Server Integration Services
5 6 (8.70%) IBM InfoSphere
6 5 (7.25%) Data Lake
7 2 (2.90%) Data Mining
7 2 (2.90%) QlikView
8 1 (1.45%) Enterprise Data Warehouse
8 1 (1.45%) MongoDB
8 1 (1.45%) SQL Server Reporting Services
General
1 26 (37.68%) Finance
2 18 (26.09%) Banking
3 6 (8.70%) Retail
4 3 (4.35%) Legal
4 3 (4.35%) Marketing
5 2 (2.90%) Law
5 2 (2.90%) Telecoms
6 1 (1.45%) Advertising
6 1 (1.45%) Back Office
Job Titles
1 23 (33.33%) Analyst
2 22 (31.88%) Architect
3 16 (23.19%) Data Architect
4 12 (17.39%) Governance Analyst
5 11 (15.94%) Data Analyst
5 11 (15.94%) Solutions Architect
6 7 (10.14%) Business Intelligence Architect
7 6 (8.70%) Senior Analyst
8 4 (5.80%) Banking Analyst
8 4 (5.80%) Performance Analyst
9 3 (4.35%) Analytics Consultant
9 3 (4.35%) Consultant
9 3 (4.35%) Data Governance Manager
9 3 (4.35%) Data Manager
9 3 (4.35%) Data Modeller
9 3 (4.35%) Data Quality Analyst
9 3 (4.35%) Governance Manager
9 3 (4.35%) Quality Analyst
9 3 (4.35%) Report Analyst
9 3 (4.35%) Security Analyst
Libraries, Frameworks & Software Standards
1 5 (7.25%) Web Services
2 1 (1.45%) jQuery
2 1 (1.45%) JSON
2 1 (1.45%) REST
2 1 (1.45%) SOAP
Miscellaneous
1 17 (24.64%) Analytical Skills
2 7 (10.14%) Virtual Team
3 6 (8.70%) Social Media
4 2 (2.90%) Data Protection Act
4 2 (2.90%) Management Information System
4 2 (2.90%) PMI
4 2 (2.90%) Reference Data
4 2 (2.90%) Taxonomies
5 1 (1.45%) BBC
5 1 (1.45%) Data Structures
5 1 (1.45%) Marketing Technology
5 1 (1.45%) NHS
Processes & Methodologies
1 39 (56.52%) Data Management
2 23 (33.33%) Analytics
3 20 (28.99%) Business Intelligence
4 16 (23.19%) Master Data Management
5 15 (21.74%) Data Integration
6 14 (20.29%) Data Modelling
7 13 (18.84%) ETL
7 13 (18.84%) Stakeholder Management
8 12 (17.39%) Data Architecture
9 10 (14.49%) Data Analysis
9 10 (14.49%) Data Analytics
9 10 (14.49%) Performance Management
10 9 (13.04%) Data Extraction
10 9 (13.04%) Project Management
11 8 (11.59%) Agile Software Development
11 8 (11.59%) TOGAF
12 7 (10.14%) Quality Management
12 7 (10.14%) Service Delivery
13 6 (8.70%) Business Development
13 6 (8.70%) Information Management
Programming Languages
1 11 (15.94%) SQL
2 10 (14.49%) R
3 6 (8.70%) Python
4 3 (4.35%) C
Qualifications
1 3 (4.35%) DV Cleared
1 3 (4.35%) SC Cleared
1 3 (4.35%) Security Cleared
2 2 (2.90%) CISM
2 2 (2.90%) CISSP
2 2 (2.90%) PMI Certification
3 1 (1.45%) CISA
3 1 (1.45%) CRISC
3 1 (1.45%) Degree
3 1 (1.45%) MCSA
3 1 (1.45%) Microsoft Certification
3 1 (1.45%) PhD
Quality Assurance & Compliance
1 25 (36.23%) Data Quality
2 6 (8.70%) GDPR
3 2 (2.90%) ISO 9001
3 2 (2.90%) ISO/IEC 27001
3 2 (2.90%) PCI DSS
4 1 (1.45%) COBIT
4 1 (1.45%) ISO 31000
Systems Management
1 1 (1.45%) EMC NetWorker
Vendors
1 12 (17.39%) Microsoft
2 9 (13.04%) IBM
2 9 (13.04%) Oracle
3 7 (10.14%) Teradata
4 6 (8.70%) Cloudera
4 6 (8.70%) Cognizant
4 6 (8.70%) Greenplum
4 6 (8.70%) Hortonworks
4 6 (8.70%) Informatica
4 6 (8.70%) Netezza
5 3 (4.35%) Snow
6 2 (2.90%) SAP
7 1 (1.45%) Actuate
7 1 (1.45%) Avaya
7 1 (1.45%) Cognos