The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
England / Yorkshire
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 205 191 261
Rank change year-on-year -14 +70  
Permanent jobs citing Data Analytics 29 43 7
As % of all permanent IT jobs advertised in Yorkshire 0.54% 0.76% 0.10%
As % of the Processes & Methodologies category 0.59% 0.85% 0.12%
Number of salaries quoted 24 37 7
Median salary £43,250 £49,000 £40,000
Median salary % change year-on-year -11.73% +22.50%  
90% offered a salary of more than £35,000 £35,000 £29,100
10% offered a salary of more than £65,250 £75,000 £100,000
UK excluding London median salary £47,000 £54,000 £45,000
% change year-on-year -12.96% +20.00%  

Data Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 4910 5063 6051
As % of all permanent IT job vacancies advertised in Yorkshire 91.43% 89.75% 89.51%
Number of salaries quoted 4116 4232 4955
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25%  
90% offered a salary of more than £30,000 £29,500 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analytics
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing Data Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analytics in Yorkshire

Data Analytics
Salary Trend in Yorkshire

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

Salary trend for Data Analytics in Yorkshire

Data Analytics
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Analytics in Yorkshire over the 3 months to 27 June 2017.

Salary histogram for Data Analytics in Yorkshire

Data Analytics
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 Analytics within the Yorkshire region over the 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -10 18 £42,500 -14.14% 7
South Yorkshire 0 9 £43,500 -19.06% 2
North Yorkshire +5 2 £60,000 +130.76%
Data Analytics
England

For the 6 months to 27 June 2017, IT jobs citing Data Analytics 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 Analytics.

1 69 (100.00%) Analytics
2 33 (47.83%) SQL
3 29 (42.03%) Business Intelligence
4 19 (27.54%) Microsoft Excel
4 19 (27.54%) Data Warehouse
5 17 (24.64%) ETL
5 17 (24.64%) SQL Server
6 16 (23.19%) Microsoft
7 15 (21.74%) Finance
7 15 (21.74%) SQL Server Reporting Services
7 15 (21.74%) Analytical Skills
8 14 (20.29%) SQL Server Integration Services
9 13 (18.84%) Visualisation
10 12 (17.39%) Data Quality
10 12 (17.39%) SQL Server Analysis Services
10 12 (17.39%) Data Modelling
10 12 (17.39%) Data Mining
11 11 (15.94%) Degree
12 9 (13.04%) QlikView
12 9 (13.04%) Tableau
12 9 (13.04%) Mentoring
12 9 (13.04%) Power BI
13 8 (11.59%) ETL Development
13 8 (11.59%) Data Visualisation
13 8 (11.59%) Statistical Modelling
13 8 (11.59%) NHS
13 8 (11.59%) Project Management
14 7 (10.14%) BusinessObjects
14 7 (10.14%) MySQL
14 7 (10.14%) Statistics

Data Analytics
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 6 (8.70%) SAS
2 2 (2.90%) SharePoint
Applications
1 19 (27.54%) Microsoft Excel
2 3 (4.35%) Microsoft Office
3 2 (2.90%) Microsoft PowerPoint
3 2 (2.90%) Spreadsheet
3 2 (2.90%) SPSS
Business Applications
1 3 (4.35%) SAP ERP
Cloud Services
1 2 (2.90%) Microsoft Azure
2 1 (1.45%) Amazon AWS
2 1 (1.45%) CallidusCloud
2 1 (1.45%) Google Analytics
Communications & Networking
1 2 (2.90%) Internet
1 2 (2.90%) Symposium
2 1 (1.45%) HTTP
2 1 (1.45%) SMTP
2 1 (1.45%) SSL
Database & Business Intelligence
1 19 (27.54%) Data Warehouse
2 17 (24.64%) SQL Server
3 15 (21.74%) SQL Server Reporting Services
4 14 (20.29%) SQL Server Integration Services
5 12 (17.39%) Data Mining
5 12 (17.39%) SQL Server Analysis Services
6 9 (13.04%) Power BI
6 9 (13.04%) QlikView
7 7 (10.14%) BusinessObjects
7 7 (10.14%) MySQL
8 6 (8.70%) Relational Database
8 6 (8.70%) SQL Server 2016
9 5 (7.25%) Big Data
10 4 (5.80%) PostgreSQL
11 3 (4.35%) RDBMS
12 2 (2.90%) Base SAS
12 2 (2.90%) Hadoop
13 1 (1.45%) Apache Hive
13 1 (1.45%) Azure SQL Database
13 1 (1.45%) Spotfire
Development Applications
1 1 (1.45%) Fiddler
1 1 (1.45%) gulp
1 1 (1.45%) ReSharper
1 1 (1.45%) Team Foundation Server
1 1 (1.45%) Visual Studio
General
1 15 (21.74%) Finance
2 7 (10.14%) Marketing
3 5 (7.25%) Legal
4 3 (4.35%) Banking
4 3 (4.35%) Local Government
4 3 (4.35%) Retail
5 2 (2.90%) Back Office
5 2 (2.90%) Pharmaceutical
6 1 (1.45%) Billing
6 1 (1.45%) General Ledger
6 1 (1.45%) Law
Job Titles
1 18 (26.09%) Developer
2 15 (21.74%) Analyst
3 12 (17.39%) Business Intelligence Developer
4 6 (8.70%) Data Analyst
4 6 (8.70%) Senior Analyst
5 5 (7.25%) Lead Systems Engineer
5 5 (7.25%) Systems Engineer
6 4 (5.80%) Analytics Manager
6 4 (5.80%) Data Analytics Manager
6 4 (5.80%) Data Manager
6 4 (5.80%) Data Scientist
6 4 (5.80%) Data Warehouse Developer
6 4 (5.80%) Excel Analyst
6 4 (5.80%) Report Analyst
6 4 (5.80%) Senior Reporting Analyst
6 4 (5.80%) Technical Leader
7 3 (4.35%) Senior Manager
8 2 (2.90%) .NET Developer
8 2 (2.90%) Junior Analyst
8 2 (2.90%) SQL Developer
Libraries, Frameworks & Software Standards
1 5 (7.25%) .NET
2 4 (5.80%) AngularJS
2 4 (5.80%) ASP.NET
3 3 (4.35%) ASP.NET MVC
3 3 (4.35%) ASP.NET Web API
3 3 (4.35%) CSS
3 3 (4.35%) HTML
3 3 (4.35%) Twitter Bootstrap
3 3 (4.35%) WCF
3 3 (4.35%) Web Services
4 2 (2.90%) .NET Framework
4 2 (2.90%) jQuery
4 2 (2.90%) LINQ
5 1 (1.45%) CSS3
5 1 (1.45%) EDI
5 1 (1.45%) HTML5
5 1 (1.45%) JSON
5 1 (1.45%) REST
5 1 (1.45%) WPF
5 1 (1.45%) XML
Miscellaneous
1 15 (21.74%) Analytical Skills
2 8 (11.59%) NHS
3 4 (5.80%) Computer Science
4 3 (4.35%) e-Learning
4 3 (4.35%) iSeries
4 3 (4.35%) Management Information System
5 2 (2.90%) Algorithms
5 2 (2.90%) Biotechnology
5 2 (2.90%) Fintech
5 2 (2.90%) Greenfield Project
6 1 (1.45%) Data Structures
6 1 (1.45%) Reference Data
Operating Systems
1 6 (8.70%) Linux
2 4 (5.80%) Unix
3 3 (4.35%) Windows
4 1 (1.45%) Windows 10
4 1 (1.45%) Windows 8
4 1 (1.45%) Windows Server
Processes & Methodologies
1 69 (100.00%) Analytics
2 29 (42.03%) Business Intelligence
3 17 (24.64%) ETL
4 13 (18.84%) Visualisation
5 12 (17.39%) Data Modelling
6 9 (13.04%) Mentoring
7 8 (11.59%) Data Visualisation
7 8 (11.59%) ETL Development
7 8 (11.59%) Project Management
7 8 (11.59%) Statistical Modelling
8 7 (10.14%) Agile Software Development
8 7 (10.14%) Mathematics
8 7 (10.14%) Predictive Modelling
8 7 (10.14%) Statistics
9 6 (8.70%) Customer Segmentation
9 6 (8.70%) Data Analysis
9 6 (8.70%) IT Audit
9 6 (8.70%) MVC
9 6 (8.70%) Open Source
10 5 (7.25%) Data Management
Programming Languages
1 33 (47.83%) SQL
2 7 (10.14%) R
3 6 (8.70%) C#
3 6 (8.70%) JavaScript
3 6 (8.70%) VB
4 5 (7.25%) Python
4 5 (7.25%) T-SQL
5 4 (5.80%) Java
6 3 (4.35%) MATLAB
7 1 (1.45%) C
7 1 (1.45%) TypeScript
Qualifications
1 11 (15.94%) Degree
2 6 (8.70%) CISA
3 5 (7.25%) CISM
4 4 (5.80%) Numerate Degree
5 3 (4.35%) ACCA
5 3 (4.35%) CIPFA
5 3 (4.35%) QiCA
6 2 (2.90%) CISSP
7 1 (1.45%) EMCDSA
7 1 (1.45%) ISEB
7 1 (1.45%) ISEB Practitioner
7 1 (1.45%) ISTQB
7 1 (1.45%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 12 (17.39%) Data Quality
2 3 (4.35%) Sarbanes-Oxley
3 2 (2.90%) GDPR
3 2 (2.90%) ISO/IEC 27001
3 2 (2.90%) QA
4 1 (1.45%) FATCA
4 1 (1.45%) PMO
4 1 (1.45%) SLA
Vendors
1 16 (23.19%) Microsoft
2 9 (13.04%) Tableau
3 6 (8.70%) Oracle
4 4 (5.80%) SAP
5 3 (4.35%) Citrix
6 1 (1.45%) Apple
6 1 (1.45%) Callidus
6 1 (1.45%) EMC
6 1 (1.45%) Google
6 1 (1.45%) Informatica
6 1 (1.45%) Snowplow
Sheffield, South Yorkshire
The Floow
Salary: From £28,000 to £40,000 per annum & Bonus
Posted: Yesterday
Sheffield, South Yorkshire
Explore Group
Salary: £40000 - £60000 per annum
Posted: 6 days ago
Leeds
Tectre Limited
Salary: £30,000 - £40,000 per year
Posted: 6 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Posted: 6 days ago
Leeds
Ampersand Consulting
Salary: £35000 - £37000 per annum + Fantastic Benefits
Posted: 25 days ago
Leeds
Telefonica
Posted: 27 days ago