Period
to 17 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Data Strategy skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Strategy over the 6 months to 17 December 2017 with a comparison to the same period in the previous 2 years.

Data Strategy
England > Yorkshire
6 months to
17 Dec 2017
Same period 2016 Same period 2015
Rank 258 310 349
Rank change year-on-year +52 +39 +7
Permanent jobs citing Data Strategy 51 19 19
As % of all permanent IT jobs advertised in Yorkshire 0.52% 0.17% 0.15%
As % of the Processes & Methodologies category 0.58% 0.19% 0.16%
Number of salaries quoted 51 14 19
Yorkshire median annual salary £52,500 £75,000 £60,000
Median salary % change year-on-year -30.00% +25.00% +20.00%
10th Percentile £41,250 £50,050 £46,250
90th Percentile £81,250 £120,000 £100,000
England median annual salary £65,000 £72,500 £65,000
% change year-on-year -10.34% +11.54% -

Data Strategy 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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 8782 9822 11579
As % of all permanent IT jobs advertised in Yorkshire 90.16% 89.63% 90.02%
Number of salaries quoted 7368 8220 9479
Yorkshire median annual salary £42,500 £41,500 £40,000
Median salary % change year-on-year +2.41% +3.75% +2.56%
10th Percentile £26,250 £26,000 £26,250
90th Percentile £60,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Strategy
Job Vacancy Trend in Yorkshire

Job postings citing Data Strategy as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Strategy in Yorkshire

Data Strategy
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Strategy in Yorkshire.

Salary trend for Data Strategy in Yorkshire

Data Strategy
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Strategy in Yorkshire over the 6 months to 17 December 2017.

Salary histogram for Data Strategy in Yorkshire

Data Strategy
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Strategy within the Yorkshire region over the 6 months to 17 December 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
West Yorkshire +28 27 £65,000 -13.33% 2
East Yorkshire - 10 £50,000 -
North Yorkshire - 8 £42,500 - 1
South Yorkshire - 6 £65,000 -
Data Strategy
England

For the 6 months to 17 December 2017, IT jobs citing Data Strategy 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 Yorkshire region with a requirement for Data Strategy.

1 34 (66.67%) Data Modelling
2 28 (54.90%) Data Warehouse
3 27 (52.94%) Data Architecture
4 26 (50.98%) Data Management
5 21 (41.18%) Business Intelligence
6 18 (35.29%) SQL Server
7 17 (33.33%) Data Quality
8 15 (29.41%) TOGAF
9 14 (27.45%) Migration
10 13 (25.49%) Finance
10 13 (25.49%) Data Governance
11 12 (23.53%) SQL Server Integration Services
11 12 (23.53%) SQL
11 12 (23.53%) Data Analysis
12 11 (21.57%) ETL
12 11 (21.57%) Enterprise Architecture
12 11 (21.57%) Master Data Management
13 10 (19.61%) Analytics
13 10 (19.61%) Middleware
13 10 (19.61%) GDPR
14 9 (17.65%) SAP
14 9 (17.65%) SQL Server Reporting Services
14 9 (17.65%) SDLC
15 8 (15.69%) SQL Server Analysis Services
15 8 (15.69%) SAP Data Services
15 8 (15.69%) Retail
15 8 (15.69%) Oracle
16 7 (13.73%) Metadata Management
17 6 (11.76%) Logical Data Model
18 5 (9.80%) Data Migration

Data Strategy
Co-occurring IT Skills in Yorkshire 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 1 (1.96%) Mule
Applications
1 1 (1.96%) Chatbot
1 1 (1.96%) Microsoft Office
Business Applications
1 1 (1.96%) Visualfiles
Communications & Networking
1 3 (5.88%) WAN
Database & Business Intelligence
1 28 (54.90%) Data Warehouse
2 18 (35.29%) SQL Server
3 12 (23.53%) SQL Server Integration Services
4 9 (17.65%) SQL Server Reporting Services
5 8 (15.69%) SAP Data Services
5 8 (15.69%) SQL Server Analysis Services
6 5 (9.80%) Power BI
6 5 (9.80%) SAP HANA
7 2 (3.92%) Big Data
7 2 (3.92%) MarkLogic
7 2 (3.92%) Relational Database
8 1 (1.96%) MySQL
8 1 (1.96%) OLAP
8 1 (1.96%) OLTP
8 1 (1.96%) SQL Server 2012
8 1 (1.96%) SQL Server 2014
8 1 (1.96%) SQL Server 2016
Development Applications
1 4 (7.84%) ERwin
2 3 (5.88%) Talend Open Studio
General
1 13 (25.49%) Finance
2 8 (15.69%) Retail
3 3 (5.88%) Legal
4 2 (3.92%) Games
4 2 (3.92%) Publishing
Job Titles
1 25 (49.02%) Architect
2 23 (45.10%) Data Architect
3 13 (25.49%) Developer
4 8 (15.69%) Business Intelligence Developer
5 7 (13.73%) Data Manager
6 6 (11.76%) SAP Architect
7 5 (9.80%) Business Developer
8 4 (7.84%) Enterprise Architect
8 4 (7.84%) Enterprise Data Architect
8 4 (7.84%) ETL Architect
8 4 (7.84%) ETL Developer
8 4 (7.84%) Lead Architect
9 3 (5.88%) Enterprise Information Architect
9 3 (5.88%) Information Architect
9 3 (5.88%) Lead Developer
10 2 (3.92%) Analyst
10 2 (3.92%) Data Warehouse Developer
10 2 (3.92%) Infrastructure Manager
10 2 (3.92%) SQL Developer
10 2 (3.92%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 10 (19.61%) Middleware
2 5 (9.80%) .NET
Miscellaneous
1 5 (9.80%) Management Information System
1 5 (9.80%) NHS
2 4 (7.84%) Analytical Skills
3 3 (5.88%) Data Centre
4 2 (3.92%) Data Protection Act
5 1 (1.96%) Algorithms
5 1 (1.96%) Computer Science
5 1 (1.96%) Hybrid Cloud
5 1 (1.96%) Social Media
5 1 (1.96%) Taxonomies
Processes & Methodologies
1 34 (66.67%) Data Modelling
2 27 (52.94%) Data Architecture
3 26 (50.98%) Data Management
4 21 (41.18%) Business Intelligence
5 15 (29.41%) TOGAF
6 14 (27.45%) Migration
7 13 (25.49%) Data Governance
8 12 (23.53%) Data Analysis
9 11 (21.57%) Enterprise Architecture
9 11 (21.57%) ETL
9 11 (21.57%) Master Data Management
10 10 (19.61%) Analytics
11 9 (17.65%) SDLC
12 7 (13.73%) Metadata Management
13 6 (11.76%) Logical Data Model
14 5 (9.80%) Data Integration
14 5 (9.80%) Data Migration
14 5 (9.80%) Disruptive Innovation
14 5 (9.80%) E-Commerce
14 5 (9.80%) Presales
Programming Languages
1 12 (23.53%) SQL
2 5 (9.80%) C#
3 1 (1.96%) Python
Qualifications
1 3 (5.88%) CCNA
1 3 (5.88%) CCNP
1 3 (5.88%) Cisco Certification
Quality Assurance & Compliance
1 17 (33.33%) Data Quality
2 10 (19.61%) GDPR
3 2 (3.92%) ISO/IEC 27001
Vendors
1 9 (17.65%) SAP
2 8 (15.69%) Oracle
3 5 (9.80%) Sybase
4 4 (7.84%) Microsoft
5 3 (5.88%) Informatica
5 3 (5.88%) Talend
6 1 (1.96%) Capita
6 1 (1.96%) MuleSoft