Period
to 20 November 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 20 November 2018 with a comparison to the same period in the previous 2 years.

Analytics
Yorkshire > South Yorkshire
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 40 45 80
Rank change year-on-year +5 +35 -11
Permanent jobs citing Analytics 62 46 32
As % of all permanent IT jobs advertised in South Yorkshire 5.14% 4.15% 2.33%
As % of the Processes & Methodologies category 5.55% 4.70% 2.66%
Number of salaries quoted 47 41 31
South Yorkshire median annual salary £45,000 £50,000 £40,000
Median salary % change year-on-year -10.00% +25.00% +17.65%
10th Percentile £27,998 £30,250 £30,250
90th Percentile £110,000 £70,000 £60,000
Yorkshire median annual salary £46,500 £40,000 £45,000
% change year-on-year +16.25% -11.11% +38.46%

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 1,118 978 1,203
As % of all permanent IT jobs advertised in South Yorkshire 92.70% 88.19% 87.62%
Number of salaries quoted 852 823 977
South Yorkshire median annual salary £40,000 £40,000 £40,000
10th Percentile £25,000 £25,800 £26,000
90th Percentile £63,728 £60,000 £60,500
Yorkshire median annual salary £42,500 £42,500 £41,000
% change year-on-year - +3.66% +2.50%

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 20 November 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 20 November 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 +8 52 £48,374 -3.25% 8
Doncaster -11 1 £35,000 - 1
Analytics
Yorkshire

For the 6 months to 20 November 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 28 (45.16%) Agile Software Development
2 26 (41.94%) Finance
3 21 (33.87%) SQL
4 20 (32.26%) JavaScript
5 17 (27.42%) AngularJS
6 16 (25.81%) DevOps
7 15 (24.19%) Data Analytics
7 15 (24.19%) Node.js
8 13 (20.97%) Analytical Skills
8 13 (20.97%) TDD
9 12 (19.35%) Business Intelligence
9 12 (19.35%) HTML
9 12 (19.35%) CSS
9 12 (19.35%) Python
9 12 (19.35%) Microsoft Excel
9 12 (19.35%) Mentoring
9 12 (19.35%) Coaching
9 12 (19.35%) React
9 12 (19.35%) Visualisation
10 11 (17.74%) Data Visualisation
10 11 (17.74%) PHP
10 11 (17.74%) Problem-Solving
11 10 (16.13%) .NET
11 10 (16.13%) Linux
12 9 (14.52%) Data Warehouse
12 9 (14.52%) Unix
12 9 (14.52%) Banking
12 9 (14.52%) Retail
12 9 (14.52%) Sass
12 9 (14.52%) jQuery

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 (12.90%) Apache Spark
2 5 (8.06%) Elasticsearch
2 5 (8.06%) SAS
3 2 (3.23%) Apache Pig
4 1 (1.61%) Apache Solr
4 1 (1.61%) CMS
4 1 (1.61%) IBM Notes
4 1 (1.61%) WebLogic
4 1 (1.61%) WebSphere
4 1 (1.61%) WebSphere Application Server
Applications
1 12 (19.35%) Microsoft Excel
2 5 (8.06%) Microsoft PowerPoint
3 3 (4.84%) Microsoft Office
4 1 (1.61%) MS Visio
4 1 (1.61%) SPSS
Business Applications
1 1 (1.61%) Cognos Business Intelligence
1 1 (1.61%) Cognos Controller
1 1 (1.61%) Cognos Planning
1 1 (1.61%) Cognos TM1
1 1 (1.61%) Epicor Tropos
1 1 (1.61%) Infor LN
1 1 (1.61%) NetSuite
Cloud Services
1 8 (12.90%) Amazon AWS
2 5 (8.06%) Cloud Computing
3 2 (3.23%) Google Analytics
4 1 (1.61%) Google Cloud Platform
4 1 (1.61%) Microsoft Azure
4 1 (1.61%) Serverless
Communications & Networking
1 2 (3.23%) Firewall
1 2 (3.23%) Intrusion Detection
1 2 (3.23%) Symposium
2 1 (1.61%) Extranet
Database & Business Intelligence
1 9 (14.52%) Data Warehouse
1 9 (14.52%) Hadoop
2 8 (12.90%) MySQL
2 8 (12.90%) NoSQL
3 5 (8.06%) Apache Cassandra
3 5 (8.06%) Big Data
3 5 (8.06%) PostgreSQL
4 4 (6.45%) Power BI
5 3 (4.84%) Apache Hive
5 3 (4.84%) BusinessObjects
5 3 (4.84%) SQL Server
5 3 (4.84%) SQL Server Analysis Services
5 3 (4.84%) SQL Server Integration Services
5 3 (4.84%) SQL Server Reporting Services
6 2 (3.23%) Base SAS
6 2 (3.23%) Oracle ODI
6 2 (3.23%) QlikView
6 2 (3.23%) SAS Visual Analytics
7 1 (1.61%) BusinessObjects XI
7 1 (1.61%) Oracle BI EE
Development Applications
1 1 (1.61%) Jenkins
General
1 26 (41.94%) Finance
2 9 (14.52%) Banking
2 9 (14.52%) Retail
3 7 (11.29%) Games
3 7 (11.29%) Marketing
4 3 (4.84%) Multimedia
5 2 (3.23%) Back Office
5 2 (3.23%) Law
5 2 (3.23%) Military
5 2 (3.23%) Pharmaceutical
6 1 (1.61%) Legal
Job Titles
1 26 (41.94%) Developer
2 18 (29.03%) Senior Developer
3 13 (20.97%) Analyst
4 9 (14.52%) JavaScript Developer
5 8 (12.90%) Senior Software Developer
5 8 (12.90%) Software Developer
6 7 (11.29%) Administrator
6 7 (11.29%) Architect
7 6 (9.68%) Cognos Administrator
7 6 (9.68%) Data Analyst
7 6 (9.68%) Senior JavaScript Developer
8 5 (8.06%) Applications Architect
8 5 (8.06%) Senior Analyst
8 5 (8.06%) Senior Architect
9 4 (6.45%) Junior
10 3 (4.84%) Business Intelligence Developer
10 3 (4.84%) Consultant
10 3 (4.84%) Junior Analyst
10 3 (4.84%) Senior Data Analyst
10 3 (4.84%) Web Developer
Libraries, Frameworks & Software Standards
1 17 (27.42%) AngularJS
2 15 (24.19%) Node.js
3 12 (19.35%) CSS
3 12 (19.35%) HTML
3 12 (19.35%) React
4 10 (16.13%) .NET
5 9 (14.52%) jQuery
5 9 (14.52%) Sass
6 7 (11.29%) Django
6 7 (11.29%) React Native
7 5 (8.06%) Kafka
7 5 (8.06%) Middleware
7 5 (8.06%) TensorFlow
8 3 (4.84%) ASP.NET
9 1 (1.61%) D3.js
9 1 (1.61%) Java EE
9 1 (1.61%) MLlib
9 1 (1.61%) Regular Expression
9 1 (1.61%) Web Services
9 1 (1.61%) WebSphere MQ
Miscellaneous
1 13 (20.97%) Analytical Skills
2 9 (14.52%) Mobile App
3 6 (9.68%) Management Information System
4 5 (8.06%) Cloud Native
5 2 (3.23%) Biotechnology
5 2 (3.23%) Computer Science
5 2 (3.23%) User Experience
6 1 (1.61%) Algorithms
6 1 (1.61%) Public Cloud
6 1 (1.61%) Self-Motivation
Operating Systems
1 10 (16.13%) Linux
2 9 (14.52%) Unix
3 7 (11.29%) Android
3 7 (11.29%) Apple iOS
4 2 (3.23%) Red Hat Enterprise Linux
5 1 (1.61%) Windows
5 1 (1.61%) Windows Server
Processes & Methodologies
1 28 (45.16%) Agile Software Development
2 16 (25.81%) DevOps
3 15 (24.19%) Data Analytics
4 13 (20.97%) TDD
5 12 (19.35%) Business Intelligence
5 12 (19.35%) Coaching
5 12 (19.35%) Mentoring
5 12 (19.35%) Visualisation
6 11 (17.74%) Data Visualisation
6 11 (17.74%) Problem-Solving
7 8 (12.90%) Data Security
8 7 (11.29%) Android Development
8 7 (11.29%) Data Modelling
8 7 (11.29%) Decision-Making
8 7 (11.29%) E-Commerce
8 7 (11.29%) iOS Development
8 7 (11.29%) IT Strategy
8 7 (11.29%) Mobile Development
8 7 (11.29%) Test Automation
9 6 (9.68%) Continuous Integration
Programming Languages
1 21 (33.87%) SQL
2 20 (32.26%) JavaScript
3 12 (19.35%) Python
4 11 (17.74%) PHP
5 8 (12.90%) C#
6 5 (8.06%) R
7 4 (6.45%) PL/SQL
8 3 (4.84%) Java
8 3 (4.84%) MATLAB
8 3 (4.84%) T-SQL
9 2 (3.23%) C
9 2 (3.23%) Scala
9 2 (3.23%) Shell Script
9 2 (3.23%) VBA
10 1 (1.61%) Bash Shell
10 1 (1.61%) C++
Qualifications
1 5 (8.06%) Degree
2 2 (3.23%) CISM
2 2 (3.23%) CISSP
3 1 (1.61%) Computer Science Degree
3 1 (1.61%) Master's Degree
Quality Assurance & Compliance
1 2 (3.23%) Data Quality
1 2 (3.23%) GDPR
1 2 (3.23%) ISO/IEC 27001
1 2 (3.23%) QA
1 2 (3.23%) SLA
System Software
1 1 (1.61%) Docker
Systems Management
1 5 (8.06%) Hadoop YARN
2 2 (3.23%) Ambari
3 1 (1.61%) Ansible
3 1 (1.61%) Control-M
3 1 (1.61%) Kubernetes
Vendors
1 7 (11.29%) Cognos
1 7 (11.29%) IBM
2 5 (8.06%) Oracle
3 3 (4.84%) Microsoft
3 3 (4.84%) Tableau
4 2 (3.23%) Google
4 2 (3.23%) Informatica
4 2 (3.23%) Platfora
4 2 (3.23%) Xerox
5 1 (1.61%) Baan
5 1 (1.61%) BT
5 1 (1.61%) Epicor
5 1 (1.61%) Equitrac
5 1 (1.61%) Hortonworks
5 1 (1.61%) IFS
5 1 (1.61%) Infor
5 1 (1.61%) Lotus
5 1 (1.61%) Sage
5 1 (1.61%) SAP