Period
to 22 February 2019

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 22 February 2019 with a comparison to the same period in the previous 2 years.

Analytics
Yorkshire > South Yorkshire
6 months to
22 Feb 2019
Same period 2018 Same period 2017
Rank 45 56 56
Rank change year-on-year +11 0 +7
Permanent jobs citing Analytics 64 43 49
As % of all permanent IT jobs advertised in South Yorkshire 5.49% 3.75% 3.76%
As % of the Processes & Methodologies category 5.88% 4.14% 4.15%
Number of salaries quoted 54 41 51
South Yorkshire median annual salary £56,048 £37,500 £40,000
Median salary % change year-on-year +49.46% -6.25% +14.29%
10th Percentile £28,875 £26,250 £30,250
90th Percentile £110,000 £70,000 £60,000
Yorkshire median annual salary £45,000 £40,000 £42,500
% change year-on-year +12.50% -5.88% +25.93%

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 1,089 1,038 1,181
As % of all permanent IT jobs advertised in South Yorkshire 93.48% 90.42% 90.71%
Number of salaries quoted 793 912 985
South Yorkshire median annual salary £40,000 £40,000 £40,000
10th Percentile £24,500 £25,750 £25,250
90th Percentile £63,750 £60,000 £60,000
Yorkshire median annual salary £43,000 £42,500 £41,500
% change year-on-year +1.18% +2.41% +3.75%

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 22 February 2019.

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 22 February 2019. 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 47 £60,000 +60.00% 8
Doncaster +5 7 £40,000 -
Barnsley 0 4 - -
Rotherham - 1 £40,000 - 1
Analytics
Yorkshire

For the 6 months to 22 February 2019, 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 (43.75%) Finance
1 28 (43.75%) Agile Software Development
2 22 (34.38%) SQL
3 19 (29.69%) Business Intelligence
4 13 (20.31%) Analytical Skills
4 13 (20.31%) Problem-Solving
5 12 (18.75%) IT Strategy
5 12 (18.75%) Data Analytics
5 12 (18.75%) Telecoms
6 11 (17.19%) Data Warehouse
7 10 (15.63%) Python
7 10 (15.63%) Google
7 10 (15.63%) Google Analytics
7 10 (15.63%) Node.js
8 9 (14.06%) Amazon AWS
8 9 (14.06%) React
8 9 (14.06%) Banking
8 9 (14.06%) JavaScript
8 9 (14.06%) Unix
8 9 (14.06%) Linux
8 9 (14.06%) Middleware
9 8 (12.50%) Microsoft Excel
9 8 (12.50%) AngularJS
9 8 (12.50%) Data Quality
9 8 (12.50%) Power BI
9 8 (12.50%) Decision-Making
10 7 (10.94%) PMO
10 7 (10.94%) Big Data
10 7 (10.94%) DevOps
10 7 (10.94%) Coaching

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 6 (9.38%) Apache Spark
1 6 (9.38%) SAS
2 5 (7.81%) Elasticsearch
3 4 (6.25%) CMS
3 4 (6.25%) WordPress
4 1 (1.56%) Apache Pig
4 1 (1.56%) IBM Notes
Applications
1 8 (12.50%) Microsoft Excel
2 1 (1.56%) Microsoft PowerPoint
2 1 (1.56%) MS Visio
2 1 (1.56%) SPSS
Business Applications
1 4 (6.25%) Magento
2 1 (1.56%) Cognos Business Intelligence
2 1 (1.56%) Cognos Controller
2 1 (1.56%) Cognos Planning
2 1 (1.56%) Cognos TM1
Cloud Services
1 10 (15.63%) Google Analytics
2 9 (14.06%) Amazon AWS
3 5 (7.81%) Cloud Computing
4 3 (4.69%) Microsoft Azure
5 2 (3.13%) SaaS
6 1 (1.56%) Serverless
Communications & Networking
1 1 (1.56%) Firewall
1 1 (1.56%) Intrusion Detection
1 1 (1.56%) Skype
1 1 (1.56%) VoIP
Database & Business Intelligence
1 11 (17.19%) Data Warehouse
2 8 (12.50%) Power BI
3 7 (10.94%) Big Data
4 6 (9.38%) Hadoop
4 6 (9.38%) MySQL
4 6 (9.38%) NoSQL
4 6 (9.38%) PostgreSQL
5 5 (7.81%) Apache Cassandra
5 5 (7.81%) BusinessObjects
5 5 (7.81%) OLAP
6 4 (6.25%) BusinessObjects Web Intelligence
6 4 (6.25%) Redis
6 4 (6.25%) Star Schema
7 2 (3.13%) MongoDB
7 2 (3.13%) Relational Database
8 1 (1.56%) Apache Hive
8 1 (1.56%) BusinessObjects XI
8 1 (1.56%) MS Access
8 1 (1.56%) QlikView
8 1 (1.56%) RavenDB
Development Applications
1 4 (6.25%) Toad
1 4 (6.25%) webpack
2 3 (4.69%) JIRA
3 1 (1.56%) Git (software)
3 1 (1.56%) git-flow
General
1 28 (43.75%) Finance
2 12 (18.75%) Telecoms
3 9 (14.06%) Banking
4 5 (7.81%) Games
4 5 (7.81%) Retail
5 4 (6.25%) Marketing
6 1 (1.56%) Retail Banking
6 1 (1.56%) Retail Finance
Job Titles
1 20 (31.25%) Developer
2 16 (25.00%) Analyst
3 8 (12.50%) Architect
4 6 (9.38%) Business Intelligence Developer
4 6 (9.38%) Data Analyst
4 6 (9.38%) Digital Product Manager
4 6 (9.38%) Financial Analyst
4 6 (9.38%) Product Manager
4 6 (9.38%) Service Analyst
4 6 (9.38%) Telecoms Analyst
5 5 (7.81%) Administrator
5 5 (7.81%) Applications Architect
5 5 (7.81%) Business Developer
5 5 (7.81%) PHP Developer
5 5 (7.81%) Senior Architect
5 5 (7.81%) Senior Developer
6 4 (6.25%) Cognos Administrator
6 4 (6.25%) Informatica Developer
6 4 (6.25%) Senior Software Developer
6 4 (6.25%) Software Developer
Libraries, Frameworks & Software Standards
1 10 (15.63%) Node.js
2 9 (14.06%) Middleware
2 9 (14.06%) React
3 8 (12.50%) AngularJS
4 7 (10.94%) .NET
4 7 (10.94%) HTML
5 6 (9.38%) CSS
5 6 (9.38%) HTML5
6 5 (7.81%) Kafka
6 5 (7.81%) Laravel
6 5 (7.81%) TensorFlow
7 4 (6.25%) CSS3
7 4 (6.25%) Django
7 4 (6.25%) LEMP Stack
7 4 (6.25%) React Native
8 2 (3.13%) jQuery
9 1 (1.56%) .NET Framework
9 1 (1.56%) ASP.NET MVC
9 1 (1.56%) Entity Framework
9 1 (1.56%) WCF
Miscellaneous
1 13 (20.31%) Analytical Skills
2 5 (7.81%) Cloud Native
2 5 (7.81%) Management Information System
2 5 (7.81%) User Experience
3 4 (6.25%) Data Centre
3 4 (6.25%) Mobile App
4 2 (3.13%) Algorithms
4 2 (3.13%) BBC
4 2 (3.13%) e-Learning
4 2 (3.13%) Learning Management System
4 2 (3.13%) Smartphone
4 2 (3.13%) Social Media
5 1 (1.56%) Credit Risk
5 1 (1.56%) Data Structures
5 1 (1.56%) Greenfield Project
5 1 (1.56%) Self-Motivation
Operating Systems
1 9 (14.06%) Linux
1 9 (14.06%) Unix
2 4 (6.25%) Android
2 4 (6.25%) Apple iOS
2 4 (6.25%) Ubuntu
3 1 (1.56%) Windows
3 1 (1.56%) Windows Server
Processes & Methodologies
1 28 (43.75%) Agile Software Development
2 19 (29.69%) Business Intelligence
3 13 (20.31%) Problem-Solving
4 12 (18.75%) Data Analytics
4 12 (18.75%) IT Strategy
5 8 (12.50%) Decision-Making
6 7 (10.94%) Coaching
6 7 (10.94%) Computer Science
6 7 (10.94%) DevOps
6 7 (10.94%) ETL
6 7 (10.94%) TDD
7 6 (9.38%) Actionable Insight
7 6 (9.38%) Collaborative Working
7 6 (9.38%) Time Management
8 5 (7.81%) Big Data Analytics
8 5 (7.81%) Continuous Integration
8 5 (7.81%) Mentoring
8 5 (7.81%) Microservices
8 5 (7.81%) Technical Leadership
8 5 (7.81%) Test Automation
Programming Languages
1 22 (34.38%) SQL
2 10 (15.63%) Python
3 9 (14.06%) JavaScript
4 7 (10.94%) C#
4 7 (10.94%) R
5 6 (9.38%) PHP
6 5 (7.81%) PL/SQL
7 3 (4.69%) Java
8 2 (3.13%) C++
8 2 (3.13%) MATLAB
9 1 (1.56%) F#
9 1 (1.56%) Scala
Qualifications
1 7 (10.94%) Degree
2 4 (6.25%) Postgraduate
3 3 (4.69%) BPSS Clearance
3 3 (4.69%) SC Cleared
3 3 (4.69%) Security Cleared
4 1 (1.56%) CISM
4 1 (1.56%) CISSP
4 1 (1.56%) Master's Degree
Quality Assurance & Compliance
1 8 (12.50%) Data Quality
2 7 (10.94%) PMO
3 2 (3.13%) QA
4 1 (1.56%) ISO/IEC 27001
Systems Management
1 5 (7.81%) Hadoop YARN
2 1 (1.56%) Ambari
Vendors
1 10 (15.63%) Google
2 6 (9.38%) Adobe
3 5 (7.81%) Cognos
3 5 (7.81%) IBM
3 5 (7.81%) Tableau
4 4 (6.25%) Alteryx
4 4 (6.25%) Informatica
4 4 (6.25%) Microsoft
4 4 (6.25%) WooCommerce
5 1 (1.56%) BT
5 1 (1.56%) Lotus
5 1 (1.56%) Oracle
5 1 (1.56%) Platfora