Period
to 18 September 2018

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 18 September 2018 with a comparison to the same period in the previous 2 years.

Analytics
Yorkshire > South Yorkshire
6 months to
18 Sep 2018
Same period 2017 Same period 2016
Rank 29 65 78
Rank change year-on-year +36 +13 -8
Permanent jobs citing Analytics 87 41 27
As % of all permanent IT jobs advertised in South Yorkshire 7.03% 3.24% 1.95%
As % of the Processes & Methodologies category 7.60% 3.63% 2.28%
Number of salaries quoted 64 34 27
South Yorkshire median annual salary £41,250 £47,000 £42,500
Median salary % change year-on-year -12.23% +10.59% +30.77%
10th Percentile £27,499 £27,450 £22,500
90th Percentile £57,500 £60,000 £72,500
Yorkshire median annual salary £47,500 £45,000 £44,000
% change year-on-year +5.56% +2.27% +25.71%

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 1,145 1,128 1,182
As % of all permanent IT jobs advertised in South Yorkshire 92.49% 89.17% 85.53%
Number of salaries quoted 900 934 968
South Yorkshire median annual salary £40,000 £40,000 £38,500
Median salary % change year-on-year - +3.90% -
10th Percentile £25,675 £26,250 £25,675
90th Percentile £60,000 £62,500 £60,000
Yorkshire median annual salary £44,000 £42,500 £40,000
% change year-on-year +3.53% +6.25% -

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 18 September 2018.

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 18 September 2018. 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 +34 75 £42,500 -15.00% 5
Doncaster +1 2 £35,000 - 3
Barnsley - 1 - -
Analytics
Yorkshire

For the 6 months to 18 September 2018, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South Yorkshire region with a requirement for Analytics.

1 31 (35.63%) Finance
2 26 (29.89%) SQL
2 26 (29.89%) JavaScript
3 25 (28.74%) Agile Software Development
4 24 (27.59%) Analytical Skills
5 20 (22.99%) Microsoft Excel
5 20 (22.99%) Business Intelligence
6 19 (21.84%) SQL Server
7 18 (20.69%) Visualisation
7 18 (20.69%) Data Visualisation
8 17 (19.54%) Problem-Solving
9 16 (18.39%) AngularJS
9 16 (18.39%) Data Analytics
9 16 (18.39%) HTML
9 16 (18.39%) CSS
10 15 (17.24%) Data Warehouse
10 15 (17.24%) Banking
11 14 (16.09%) Coaching
12 13 (14.94%) Degree
12 13 (14.94%) Node.js
12 13 (14.94%) Python
13 12 (13.79%) Mentoring
14 11 (12.64%) DevOps
14 11 (12.64%) Decision-Making
14 11 (12.64%) PHP
14 11 (12.64%) ETL
14 11 (12.64%) SQL Server Analysis Services
14 11 (12.64%) SQL Server Reporting Services
14 11 (12.64%) SQL Server Integration Services
14 11 (12.64%) Marketing

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 8 (9.20%) SAS
2 6 (6.90%) Apache Spark
3 2 (2.30%) Apache
3 2 (2.30%) Apache Pig
3 2 (2.30%) Tomcat
4 1 (1.15%) Apache Solr
4 1 (1.15%) CMS
4 1 (1.15%) IBM Notes
4 1 (1.15%) WebLogic
4 1 (1.15%) WebSphere
4 1 (1.15%) WebSphere Application Server
Applications
1 20 (22.99%) Microsoft Excel
2 6 (6.90%) Microsoft Office
3 5 (5.75%) Microsoft PowerPoint
4 2 (2.30%) Spreadsheet
4 2 (2.30%) SPSS
5 1 (1.15%) MS Visio
Business Applications
1 1 (1.15%) Epicor Tropos
1 1 (1.15%) Infor LN
1 1 (1.15%) NetSuite
Cloud Services
1 8 (9.20%) Google Analytics
2 7 (8.05%) Amazon AWS
3 5 (5.75%) Microsoft Azure
4 2 (2.30%) Amazon EC2
4 2 (2.30%) Virtual Private Cloud
5 1 (1.15%) AdWords
5 1 (1.15%) Azure Data Factory
5 1 (1.15%) Google Cloud Platform
Communications & Networking
1 2 (2.30%) DNS
1 2 (2.30%) Firewall
1 2 (2.30%) HTTP
1 2 (2.30%) Intrusion Detection
1 2 (2.30%) SMTP
1 2 (2.30%) Symposium
2 1 (1.15%) Extranet
Database & Business Intelligence
1 19 (21.84%) SQL Server
2 15 (17.24%) Data Warehouse
3 11 (12.64%) SQL Server Analysis Services
3 11 (12.64%) SQL Server Integration Services
3 11 (12.64%) SQL Server Reporting Services
4 10 (11.49%) MySQL
4 10 (11.49%) QlikView
5 6 (6.90%) Big Data
6 5 (5.75%) Apache Cassandra
6 5 (5.75%) Hadoop
7 4 (4.60%) NoSQL
7 4 (4.60%) OLAP
7 4 (4.60%) Power BI
7 4 (4.60%) SAP HANA
8 3 (3.45%) Apache Hive
8 3 (3.45%) Crystal Reports
8 3 (3.45%) Data Lake
8 3 (3.45%) Relational Database
9 2 (2.30%) Base SAS
9 2 (2.30%) MongoDB
Development Applications
1 2 (2.30%) JIRA
2 1 (1.15%) Grunt
2 1 (1.15%) Jenkins
2 1 (1.15%) Toad
General
1 31 (35.63%) Finance
2 15 (17.24%) Banking
3 11 (12.64%) Marketing
4 9 (10.34%) Retail
5 7 (8.05%) Games
6 6 (6.90%) Multimedia
7 5 (5.75%) Law
7 5 (5.75%) Military
8 2 (2.30%) Back Office
8 2 (2.30%) Investment Banking
8 2 (2.30%) Pharmaceutical
9 1 (1.15%) Legal
Job Titles
1 30 (34.48%) Developer
2 19 (21.84%) Analyst
2 19 (21.84%) Senior Developer
3 11 (12.64%) JavaScript Developer
4 9 (10.34%) Senior Software Developer
4 9 (10.34%) Software Developer
5 7 (8.05%) Administrator
6 6 (6.90%) Analytics Manager
6 6 (6.90%) Architect
6 6 (6.90%) Business Intelligence Architect
6 6 (6.90%) Data Analyst
6 6 (6.90%) Digital Analyst
6 6 (6.90%) Senior JavaScript Developer
6 6 (6.90%) Web Developer
7 5 (5.75%) Senior Analyst
8 4 (4.60%) Angular Developer
8 4 (4.60%) Cognos Administrator
8 4 (4.60%) Data Manager
8 4 (4.60%) Junior
9 3 (3.45%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 16 (18.39%) AngularJS
1 16 (18.39%) CSS
1 16 (18.39%) HTML
2 13 (14.94%) Node.js
3 10 (11.49%) .NET
3 10 (11.49%) jQuery
3 10 (11.49%) Sass
4 7 (8.05%) Django
4 7 (8.05%) React
4 7 (8.05%) React Native
5 5 (5.75%) Kafka
6 3 (3.45%) ASP.NET
6 3 (3.45%) Web Services
7 2 (2.30%) SAML
8 1 (1.15%) D3.js
8 1 (1.15%) Java EE
8 1 (1.15%) MLlib
8 1 (1.15%) PySpark
8 1 (1.15%) Regular Expression
8 1 (1.15%) WebSphere MQ
Miscellaneous
1 24 (27.59%) Analytical Skills
2 10 (11.49%) Mobile App
3 8 (9.20%) Management Information System
4 6 (6.90%) Computer Science
5 2 (2.30%) Biotechnology
5 2 (2.30%) Client/Server
5 2 (2.30%) Learning Management System
5 2 (2.30%) User Experience
6 1 (1.15%) Digital Media
6 1 (1.15%) Public Cloud
6 1 (1.15%) Self-Motivation
6 1 (1.15%) Social Media
Operating Systems
1 10 (11.49%) Linux
2 7 (8.05%) Android
2 7 (8.05%) Apple iOS
2 7 (8.05%) Unix
3 2 (2.30%) Red Hat Enterprise Linux
3 2 (2.30%) Windows
3 2 (2.30%) Windows Server
Processes & Methodologies
1 25 (28.74%) Agile Software Development
2 20 (22.99%) Business Intelligence
3 18 (20.69%) Data Visualisation
3 18 (20.69%) Visualisation
4 17 (19.54%) Problem-Solving
5 16 (18.39%) Data Analytics
6 14 (16.09%) Coaching
7 12 (13.79%) Mentoring
8 11 (12.64%) Decision-Making
8 11 (12.64%) DevOps
8 11 (12.64%) ETL
9 10 (11.49%) TDD
10 9 (10.34%) Data Analysis
10 9 (10.34%) Test Automation
11 8 (9.20%) Data Modelling
11 8 (9.20%) Stakeholder Management
11 8 (9.20%) Web Development
12 7 (8.05%) Android Development
12 7 (8.05%) E-Commerce
12 7 (8.05%) iOS Development
Programming Languages
1 26 (29.89%) JavaScript
1 26 (29.89%) SQL
2 13 (14.94%) Python
3 11 (12.64%) PHP
4 8 (9.20%) C#
4 8 (9.20%) R
5 6 (6.90%) T-SQL
6 5 (5.75%) Java
7 4 (4.60%) PL/SQL
7 4 (4.60%) VBA
8 3 (3.45%) MATLAB
9 2 (2.30%) C
9 2 (2.30%) Scala
9 2 (2.30%) Shell Script
9 2 (2.30%) VB
9 2 (2.30%) VBScript
10 1 (1.15%) Bash Shell
10 1 (1.15%) C++
Qualifications
1 13 (14.94%) Degree
2 5 (5.75%) Computer Science Degree
3 2 (2.30%) CISM
3 2 (2.30%) CISSP
3 2 (2.30%) Master's Degree
Quality Assurance & Compliance
1 5 (5.75%) SLA
2 2 (2.30%) Data Quality
2 2 (2.30%) GDPR
2 2 (2.30%) ISO/IEC 27001
2 2 (2.30%) QA
3 1 (1.15%) GCP
System Software
1 2 (2.30%) Firmware
2 1 (1.15%) Docker
Systems Management
1 2 (2.30%) Ambari
1 2 (2.30%) Single Sign-On
2 1 (1.15%) Ansible
2 1 (1.15%) Control-M
2 1 (1.15%) Kubernetes
Vendors
1 10 (11.49%) Microsoft
2 9 (10.34%) Oracle
3 8 (9.20%) Cognos
3 8 (9.20%) Google
4 7 (8.05%) IBM
4 7 (8.05%) Tableau
5 5 (5.75%) SAP
5 5 (5.75%) Xerox
6 4 (4.60%) Equitrac
7 2 (2.30%) Cognizant
7 2 (2.30%) Informatica
7 2 (2.30%) Platfora
8 1 (1.15%) Baan
8 1 (1.15%) Epicor
8 1 (1.15%) Hortonworks
8 1 (1.15%) IFS
8 1 (1.15%) Infor
8 1 (1.15%) Lotus
8 1 (1.15%) Sage
8 1 (1.15%) Salesforce.com