Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in South Yorkshire with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
Yorkshire > South Yorkshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 42 79 68
Rank change year-on-year +37 -11 +32
Permanent jobs citing Analytics 46 33 51
As % of all permanent IT jobs advertised in South Yorkshire 4.13% 2.38% 3.17%
As % of the Processes & Methodologies category 4.77% 2.80% 3.63%
Number of salaries quoted 41 32 34
South Yorkshire median annual salary £50,000 £40,000 £34,500
Median salary % change year-on-year +25.00% +15.94% -8.00%
10th Percentile £30,250 £30,275 £19,325
90th Percentile £70,000 £60,000 £56,625
Yorkshire median annual salary £40,000 £45,000 £32,500
% change year-on-year -11.11% +38.46% -13.33%

Analytics 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 South Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
South Yorkshire
Permanent vacancies with a requirement for process or methodology skills 965 1180 1404
As % of all permanent IT jobs advertised in South Yorkshire 86.62% 85.14% 87.15%
Number of salaries quoted 814 969 1236
South Yorkshire median annual salary £40,000 £40,000 £38,500
Median salary % change year-on-year - +3.90% +5.48%
10th Percentile £25,825 £26,250 £24,125
90th Percentile £60,000 £61,250 £58,750
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

Analytics
Job Vacancy Trend in South Yorkshire

Job postings citing Analytics as a percentage of all IT jobs advertised in South Yorkshire.

Job vacancy trend for Analytics in South Yorkshire

Analytics
Salary Trend in South Yorkshire

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

Salary trend for Analytics in South Yorkshire

Analytics
Salary Histogram in South Yorkshire

The salary distribution of IT jobs citing Analytics in South Yorkshire over the 6 months to 21 November 2017.

Salary histogram for Analytics in South Yorkshire

Analytics
Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the South Yorkshire 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Sheffield +18 36 £50,000 +17.65% 3
Doncaster +20 9 £35,000 +29.63%
Analytics
Yorkshire

For the 6 months to 21 November 2017, IT jobs citing 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 South Yorkshire region with a requirement for Analytics.

1 27 (58.70%) SQL
1 27 (58.70%) Agile Software Development
2 21 (45.65%) Analytical Skills
3 20 (43.48%) R
4 16 (34.78%) Finance
5 15 (32.61%) Tableau
6 13 (28.26%) Visualisation
7 12 (26.09%) Data Warehouse
7 12 (26.09%) SAS
7 12 (26.09%) Degree
7 12 (26.09%) Computer Science
8 11 (23.91%) Statistics
8 11 (23.91%) Business Intelligence
8 11 (23.91%) C#
8 11 (23.91%) Relational Database
9 10 (21.74%) Data Visualisation
9 10 (21.74%) BusinessObjects
9 10 (21.74%) MATLAB
9 10 (21.74%) Marketing
10 9 (19.57%) Continuous Integration
10 9 (19.57%) SPSS
11 8 (17.39%) Oracle
11 8 (17.39%) Oracle Discoverer
11 8 (17.39%) Data Modelling
11 8 (17.39%) BusinessObjects Web Intelligence
11 8 (17.39%) Mathematics
11 8 (17.39%) Alteryx
12 7 (15.22%) Marketing Analytics
12 7 (15.22%) Lumira
12 7 (15.22%) Kimball Methodology

Analytics
Co-occurring IT Skills in South 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 12 (26.09%) SAS
2 1 (2.17%) Apache ServiceMix
2 1 (2.17%) IBM Notes
Applications
1 9 (19.57%) SPSS
2 5 (10.87%) Microsoft Excel
3 2 (4.35%) Microsoft Office
4 1 (2.17%) Microsoft PowerPoint
4 1 (2.17%) MS Visio
Cloud Services
1 6 (13.04%) Amazon AWS
1 6 (13.04%) Microsoft Azure
2 1 (2.17%) Azure Active Directory
2 1 (2.17%) Google Cloud Platform
2 1 (2.17%) IaaS
2 1 (2.17%) PaaS
2 1 (2.17%) Serverless
Database & Business Intelligence
1 12 (26.09%) Data Warehouse
2 11 (23.91%) Relational Database
3 10 (21.74%) BusinessObjects
4 8 (17.39%) BusinessObjects Web Intelligence
4 8 (17.39%) Oracle Discoverer
5 7 (15.22%) Lumira
5 7 (15.22%) Star Schema
6 6 (13.04%) Big Data
6 6 (13.04%) Data Mining
6 6 (13.04%) QlikView
7 5 (10.87%) SQL Server Reporting Services
8 4 (8.70%) SQL CLR
8 4 (8.70%) SQL Server
8 4 (8.70%) SQL Server Integration Services
9 3 (6.52%) MS Access
10 2 (4.35%) Hadoop
10 2 (4.35%) Power BI
10 2 (4.35%) Spotfire
11 1 (2.17%) GIS
Development Applications
1 7 (15.22%) Toad
2 5 (10.87%) Atlassian Bamboo
2 5 (10.87%) Git (software)
2 5 (10.87%) Visual Studio
3 4 (8.70%) Octopus Deploy
3 4 (8.70%) Team Foundation Server
4 1 (2.17%) Cucumber
4 1 (2.17%) Jenkins
4 1 (2.17%) JUnit
4 1 (2.17%) Maven
4 1 (2.17%) Visual Studio Team System
General
1 16 (34.78%) Finance
2 10 (21.74%) Marketing
3 7 (15.22%) Manufacturing
4 4 (8.70%) Banking
5 2 (4.35%) Law
5 2 (4.35%) Military
6 1 (2.17%) Private Banking
6 1 (2.17%) Retail Banking
Job Titles
1 16 (34.78%) Developer
2 13 (28.26%) Analyst
3 9 (19.57%) Business Intelligence Analyst
4 8 (17.39%) Data Scientist
5 6 (13.04%) Software Developer
6 5 (10.87%) iOS Developer
6 5 (10.87%) Linux Developer
7 4 (8.70%) Data Analyst
7 4 (8.70%) Senior Data Scientist
8 3 (6.52%) Consultant
9 2 (4.35%) Administrator
9 2 (4.35%) AWS Administrator
9 2 (4.35%) AWS Developer
9 2 (4.35%) Database Developer
9 2 (4.35%) Financial Analyst
9 2 (4.35%) Senior Analyst
9 2 (4.35%) Service Analyst
9 2 (4.35%) SQL Database Developer
9 2 (4.35%) SQL Developer
10 1 (2.17%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 7 (15.22%) .NET
1 7 (15.22%) ASP.NET
2 6 (13.04%) .NET Framework
2 6 (13.04%) ASP.NET MVC
2 6 (13.04%) ASP.NET Web API
2 6 (13.04%) Entity Framework
3 2 (4.35%) Web Services
4 1 (2.17%) AngularJS
4 1 (2.17%) Apache Camel
4 1 (2.17%) jQuery
4 1 (2.17%) JSON
4 1 (2.17%) Natural Language Processing
4 1 (2.17%) REST
4 1 (2.17%) RESTful
4 1 (2.17%) SOAP
4 1 (2.17%) Spring
Miscellaneous
1 21 (45.65%) Analytical Skills
2 12 (26.09%) Computer Science
3 7 (15.22%) Credit Risk
4 6 (13.04%) Algorithms
5 5 (10.87%) Fintech
6 4 (8.70%) Data Centre
6 4 (8.70%) NHS
7 1 (2.17%) Management Information System
7 1 (2.17%) Mobile App
7 1 (2.17%) Virtual Team
Operating Systems
1 6 (13.04%) Apple iOS
2 5 (10.87%) Linux
3 1 (2.17%) Android
3 1 (2.17%) Windows
3 1 (2.17%) Windows Mobile
Processes & Methodologies
1 27 (58.70%) Agile Software Development
2 13 (28.26%) Visualisation
3 11 (23.91%) Business Intelligence
3 11 (23.91%) Statistics
4 10 (21.74%) Data Visualisation
5 9 (19.57%) Continuous Integration
6 8 (17.39%) Data Modelling
6 8 (17.39%) Mathematics
7 7 (15.22%) Kimball Methodology
7 7 (15.22%) Marketing Analytics
7 7 (15.22%) MVC
8 6 (13.04%) Coaching
8 6 (13.04%) Economics
8 6 (13.04%) High Availability
8 6 (13.04%) OO
8 6 (13.04%) SDLC
8 6 (13.04%) Time Management
9 5 (10.87%) Applied Mathematics
9 5 (10.87%) OOP
9 5 (10.87%) Unit Testing
Programming Languages
1 27 (58.70%) SQL
2 20 (43.48%) R
3 11 (23.91%) C#
4 10 (21.74%) MATLAB
5 5 (10.87%) Java
6 4 (8.70%) PowerShell
6 4 (8.70%) Python
6 4 (8.70%) T-SQL
7 1 (2.17%) JavaScript
7 1 (2.17%) Scala
Qualifications
1 12 (26.09%) Degree
2 6 (13.04%) Postgraduate
3 3 (6.52%) Numerate Degree
4 1 (2.17%) MCSE
4 1 (2.17%) Microsoft Certification
4 1 (2.17%) PhD
4 1 (2.17%) SC Cleared
4 1 (2.17%) Security Cleared
Quality Assurance & Compliance
1 7 (15.22%) QA
2 2 (4.35%) SLA
3 1 (2.17%) Actionable Recommendations
System Software
1 6 (13.04%) Active Directory
2 4 (8.70%) VMware Infrastructure
Systems Management
1 1 (2.17%) Microsoft Intune
1 1 (2.17%) SCCM
Vendors
1 15 (32.61%) Tableau
2 8 (17.39%) Alteryx
2 8 (17.39%) Oracle
3 5 (10.87%) Microsoft
4 4 (8.70%) Avid
4 4 (8.70%) RedGate
4 4 (8.70%) Twitter
4 4 (8.70%) VMware
5 2 (4.35%) Equitrac
5 2 (4.35%) Google
5 2 (4.35%) SAP
5 2 (4.35%) Xerox
6 1 (2.17%) Lotus
6 1 (2.17%) Red Hat