The table below looks at the statistics for Big Data skills in IT jobs advertised for the Sheffield region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Big Data
South Yorkshire / Sheffield
Rank 49 58 83
Rank change year-on-year
+9 +25
Permanent jobs citing Big Data 12 7 2
As % of all permanent IT jobs located in Sheffield 2.58% 1.30% 0.28%
As % of the Database & Business Intelligence category 9.30% 4.76% 0.84%
Number of salaries quoted 12 7 2
Median salary £75,000 £27,500 £38,000
Median salary % change year-on-year
+172.72% -27.63%
UK excluding London median salary £55,000 £52,500 £47,500
% change year-on-year
+4.76% +10.52%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Sheffield region.

Database & Business Intelligence Category
Sheffield
Permanent IT job ads with a match in the
Database & Business Intelligence category
129 147 238
As % of all permanent IT jobs located in Sheffield 27.74% 27.22% 33.15%
Number of salaries quoted 121 129 215
Median salary £40,000 £40,000 £38,500
Median salary % change year-on-year
- +3.89%
90% offered a salary of more than £29,550 £26,500 £30,000
10% offered a salary of more than £60,000 £50,000 £61,800
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Big Data
Jobs Demand Trend in Sheffield

The demand trend of job ads across the Sheffield region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Sheffield

Big Data
Salary Trend in Sheffield

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data across the Sheffield region.

Big Data Salary Trend in Sheffield

Big Data
Salary Histogram in Sheffield

This chart provides a salary histogram for IT jobs citing Big Data across the Sheffield region over the 3 months to 17 January 2017.

Big Data Salary Histogram in Sheffield

Big Data
Top 30 Related IT Skills in Sheffield

For the 6 months to 17 January 2017, IT jobs citing Big Data 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 Sheffield region with a requirement for Big Data.

1 18 (81.82%) Agile Software Development
2 17 (77.27%) Java
3 14 (63.64%) Python
4 11 (50.00%) Finance
4 11 (50.00%) .NET
4 11 (50.00%) Banking
4 11 (50.00%) Retail
4 11 (50.00%) Technical Architecture
4 11 (50.00%) SaaS
4 11 (50.00%) Enterprise Software
5 10 (45.45%) Telecoms
6 5 (22.73%) NoSQL
6 5 (22.73%) Scrum
6 5 (22.73%) JavaScript
7 4 (18.18%) SQL
7 4 (18.18%) iPad
7 4 (18.18%) Continuous Improvement
7 4 (18.18%) Node.js
8 3 (13.64%) High Availability
8 3 (13.64%) DevOps
8 3 (13.64%) BDD
8 3 (13.64%) Hadoop
8 3 (13.64%) React
8 3 (13.64%) Apache Spark
8 3 (13.64%) PHP
8 3 (13.64%) Degree
8 3 (13.64%) RESTful
8 3 (13.64%) Software Engineering
8 3 (13.64%) Spring
8 3 (13.64%) TDD

Big Data
Top Related IT Skills in Sheffield 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 3 (13.64%) Apache Spark
2 2 (9.09%) Apache Solr
2 2 (9.09%) Elasticsearch
3 1 (4.55%) SAS
Cloud Services
1 11 (50.00%) SaaS
2 2 (9.09%) Amazon AWS
Database & Business Intelligence
1 5 (22.73%) NoSQL
2 3 (13.64%) Hadoop
3 2 (9.09%) Apache Cassandra
3 2 (9.09%) Couchbase
3 2 (9.09%) MongoDB
3 2 (9.09%) Redis
3 2 (9.09%) Riak
4 1 (4.55%) QlikView
4 1 (4.55%) SQL Server
Development Applications
1 2 (9.09%) Gradle
1 2 (9.09%) Maven
1 2 (9.09%) Oracle Forms
General
1 11 (50.00%) Banking
1 11 (50.00%) Finance
1 11 (50.00%) Retail
2 10 (45.45%) Telecoms
Job Titles
1 13 (59.09%) Architect
2 7 (31.82%) Developer
3 6 (27.27%) Enterprise Infrastructure Architect
3 6 (27.27%) Enterprise Solutions Architect
3 6 (27.27%) Infrastructure Architect
3 6 (27.27%) Infrastructure Solutions Architect
3 6 (27.27%) Java Developer
3 6 (27.27%) Solutions Architect
4 5 (22.73%) .NET Architect
4 5 (22.73%) .NET Technical Architect
4 5 (22.73%) Enterprise Technical Architect
4 5 (22.73%) Java Architect
4 5 (22.73%) Java Software Architect
4 5 (22.73%) Java Technical Architect
4 5 (22.73%) Technical Architect
5 2 (9.09%) Big Data Developer
5 2 (9.09%) Enterprise Architect
5 2 (9.09%) Java Scala Developer
5 2 (9.09%) Scala Developer
6 1 (4.55%) Node.js Developer
Libraries, Frameworks & Software Standards
1 11 (50.00%) .NET
2 4 (18.18%) Node.js
3 3 (13.64%) React
3 3 (13.64%) RESTful
3 3 (13.64%) Spring
4 2 (9.09%) ELK Stack
4 2 (9.09%) Grails
4 2 (9.09%) J2EE
4 2 (9.09%) Lucene
4 2 (9.09%) Redux
4 2 (9.09%) Web Services
5 1 (4.55%) AngularJS
5 1 (4.55%) CSS
5 1 (4.55%) Hibernate
5 1 (4.55%) HTML
5 1 (4.55%) jQuery
5 1 (4.55%) KnockoutJS
5 1 (4.55%) Spring MVC
5 1 (4.55%) Struts
5 1 (4.55%) Velocity
Miscellaneous
1 11 (50.00%) Enterprise Software
2 4 (18.18%) iPad
3 2 (9.09%) Analytical Skills
3 2 (9.09%) Computer Science
4 1 (4.55%) Mathematics
4 1 (4.55%) Statistics
4 1 (4.55%) Visualisation
Processes & Methodologies
1 18 (81.82%) Agile Software Development
2 11 (50.00%) Technical Architecture
3 5 (22.73%) Scrum
4 4 (18.18%) Continuous Improvement
5 3 (13.64%) BDD
5 3 (13.64%) DevOps
5 3 (13.64%) High Availability
5 3 (13.64%) Software Engineering
5 3 (13.64%) TDD
6 2 (9.09%) Business Intelligence
6 2 (9.09%) Data Modelling
6 2 (9.09%) DSDM
6 2 (9.09%) Enterprise Architecture
6 2 (9.09%) Information Management
6 2 (9.09%) MVC
6 2 (9.09%) RUP
6 2 (9.09%) Stakeholder Management
6 2 (9.09%) TOGAF
6 2 (9.09%) Web Development
6 2 (9.09%) Zachman Framework
Programming Languages
1 17 (77.27%) Java
2 14 (63.64%) Python
3 5 (22.73%) JavaScript
4 4 (18.18%) SQL
5 3 (13.64%) PHP
6 2 (9.09%) C#
6 2 (9.09%) R
6 2 (9.09%) Scala
Qualifications
1 3 (13.64%) Degree
Quality Assurance & Compliance
1 2 (9.09%) QA
Systems Management
1 2 (9.09%) Kibana
1 2 (9.09%) logstash
Vendors
1 2 (9.09%) HP
1 2 (9.09%) IBM
1 2 (9.09%) Microsoft
1 2 (9.09%) Oracle
1 2 (9.09%) Salesforce.com
1 2 (9.09%) SAP
2 1 (4.55%) TIBCO