The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
England / Yorkshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 155 138 222
Rank change year-on-year -17 +84  
Permanent jobs citing Big Data 75 105 36
As % of all permanent IT jobs advertised in Yorkshire 1.38% 1.85% 0.53%
As % of the Database & Business Intelligence category 4.24% 6.04% 1.52%
Number of salaries quoted 65 71 30
Median salary £50,000 £55,000 £46,250
Median salary % change year-on-year -9.09% +18.91%  
90% offered a salary of more than £37,500 £44,000 £36,950
10% offered a salary of more than £67,500 £72,500 £68,250
UK excluding London median salary £55,000 £54,000 £50,000
% change year-on-year +1.85% +8.00%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Yorkshire
Permanent job vacancies with a requirement for database and business intelligence skills 1767 1738 2369
As % of all permanent IT job vacancies advertised in Yorkshire 32.58% 30.63% 34.68%
Number of salaries quoted 1534 1429 2045
Median salary £43,000 £40,000 £40,000
Median salary % change year-on-year +7.50% -  
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £60,000 £57,500 £56,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

Big Data
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data in Yorkshire

Big Data
Salary Trend in Yorkshire

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

Salary trend for Big Data in Yorkshire

Big Data
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Big Data in Yorkshire over the 3 months to 23 June 2017.

Salary histogram for Big Data in Yorkshire

Big Data
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Yorkshire region over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -22 54 £47,500 -13.63% 11
South Yorkshire 0 16 £55,000 - 8
North Yorkshire +5 6 £50,000 -6.97%
Big Data
England

For the 6 months to 23 June 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 Yorkshire region with a requirement for Big Data.

1 75 (57.69%) SQL
2 65 (50.00%) Java
3 57 (43.85%) Agile Software Development
4 55 (42.31%) Business Intelligence
5 51 (39.23%) SQL Server
6 43 (33.08%) C#
7 41 (31.54%) Data Warehouse
8 39 (30.00%) Hadoop
9 36 (27.69%) SQL Server Analysis Services
9 36 (27.69%) ETL
9 36 (27.69%) SQL Server Integration Services
10 35 (26.92%) Microsoft
11 34 (26.15%) SQL Server 2016
12 33 (25.38%) Apache Spark
13 28 (21.54%) Git (software)
13 28 (21.54%) Low Latency
14 26 (20.00%) Games
14 26 (20.00%) Linux
15 25 (19.23%) Analytics
15 25 (19.23%) Data Integration
15 25 (19.23%) SDLC
16 24 (18.46%) DevOps
17 23 (17.69%) Advertising
18 21 (16.15%) JavaScript
18 21 (16.15%) MySQL
19 20 (15.38%) Degree
19 20 (15.38%) Opscode Chef
19 20 (15.38%) Apache Cassandra
19 20 (15.38%) NoSQL
20 19 (14.62%) Microsoft Azure

Big Data
Co-occurring IT Skills in 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 33 (25.38%) Apache Spark
2 14 (10.77%) Apache Solr
2 14 (10.77%) Elasticsearch
3 4 (3.08%) Apache
3 4 (3.08%) Tomcat
4 3 (2.31%) SAS
5 2 (1.54%) SharePoint
6 1 (0.77%) Oracle SOA Suite
Applications
1 3 (2.31%) SPSS
2 1 (0.77%) Adobe Creative Suite
2 1 (0.77%) InVision
Business Applications
1 1 (0.77%) Oracle EBS
Cloud Services
1 19 (14.62%) Amazon AWS
1 19 (14.62%) Microsoft Azure
2 2 (1.54%) Cortana Intelligence Suite
3 1 (0.77%) Cloud Computing
3 1 (0.77%) Google Analytics
3 1 (0.77%) Google Cloud Platform
Communications & Networking
1 3 (2.31%) Internet
2 1 (0.77%) HTTP
2 1 (0.77%) SMTP
2 1 (0.77%) SSL
Database & Business Intelligence
1 51 (39.23%) SQL Server
2 41 (31.54%) Data Warehouse
3 39 (30.00%) Hadoop
4 36 (27.69%) SQL Server Analysis Services
4 36 (27.69%) SQL Server Integration Services
5 34 (26.15%) SQL Server 2016
6 21 (16.15%) MySQL
7 20 (15.38%) Apache Cassandra
7 20 (15.38%) NoSQL
8 15 (11.54%) MongoDB
8 15 (11.54%) Redis
9 14 (10.77%) Couchbase
9 14 (10.77%) Riak
9 14 (10.77%) SQL Server Reporting Services
10 9 (6.92%) RDBMS
10 9 (6.92%) Relational Database
11 6 (4.62%) HBase
12 5 (3.85%) Data Mining
13 4 (3.08%) Apache Hive
13 4 (3.08%) Data Lake
Development Applications
1 28 (21.54%) Git (software)
2 12 (9.23%) Jenkins
3 7 (5.38%) Team Foundation Server
4 6 (4.62%) Octopus Deploy
4 6 (4.62%) Subversion
4 6 (4.62%) TeamCity
4 6 (4.62%) Vagrant
5 2 (1.54%) JUnit
6 1 (0.77%) Axure RP
6 1 (0.77%) Fiddler
6 1 (0.77%) gulp
6 1 (0.77%) ReSharper
6 1 (0.77%) Visual Studio
General
1 26 (20.00%) Games
2 23 (17.69%) Advertising
3 7 (5.38%) Finance
4 3 (2.31%) Marketing
5 2 (1.54%) Retail
6 1 (0.77%) Automotive
6 1 (0.77%) Banking
6 1 (0.77%) Billing
6 1 (0.77%) Law
Job Titles
1 68 (52.31%) Developer
2 30 (23.08%) Business Intelligence Developer
3 24 (18.46%) ETL Developer
4 20 (15.38%) Java Developer
5 15 (11.54%) Senior Developer
6 12 (9.23%) DevOps Engineer
7 9 (6.92%) Architect
7 9 (6.92%) Data Scientist
7 9 (6.92%) Senior Business Intelligence Developer
8 6 (4.62%) Agile Developer
8 6 (4.62%) Agile Java Developer
8 6 (4.62%) Analyst
8 6 (4.62%) DevOps Specialist
8 6 (4.62%) Senior Agile Developer
8 6 (4.62%) Senior Agile Java Developer
8 6 (4.62%) Senior Java Developer
9 5 (3.85%) Consultant
10 4 (3.08%) Head of Business Intelligence
10 4 (3.08%) JavaScript Developer
10 4 (3.08%) Technical Analyst
Libraries, Frameworks & Software Standards
1 14 (10.77%) Elastic Stack
1 14 (10.77%) HTML
1 14 (10.77%) Lucene
2 13 (10.00%) Node.js
3 12 (9.23%) XML
4 10 (7.69%) CSS
5 9 (6.92%) React
5 9 (6.92%) REST
6 8 (6.15%) Kafka
7 7 (5.38%) CSS3
7 7 (5.38%) HTML5
7 7 (5.38%) Web Services
8 6 (4.62%) Spring
9 4 (3.08%) JSP
10 3 (2.31%) .NET
11 2 (1.54%) Apache Thrift
11 2 (1.54%) ASP.NET
11 2 (1.54%) ASP.NET MVC
11 2 (1.54%) ASP.NET Web API
11 2 (1.54%) JRuby
Miscellaneous
1 16 (12.31%) Greenfield Project
2 14 (10.77%) Analytical Skills
3 6 (4.62%) Computer Science
4 4 (3.08%) Algorithms
5 3 (2.31%) Smartphone
5 3 (2.31%) User Experience
6 2 (1.54%) Credit Risk
6 2 (1.54%) Data Centre
6 2 (1.54%) iPad
6 2 (1.54%) Linux Command Line
7 1 (0.77%) Data Structures
7 1 (0.77%) Fintech
7 1 (0.77%) Industrial Internet of Things
7 1 (0.77%) Internet of Things
7 1 (0.77%) SCADA
Operating Systems
1 26 (20.00%) Linux
2 12 (9.23%) Red Hat Enterprise Linux
3 6 (4.62%) Unix
4 5 (3.85%) Windows
5 1 (0.77%) Android
5 1 (0.77%) Apple iOS
5 1 (0.77%) Windows 10
5 1 (0.77%) Windows 8
5 1 (0.77%) Windows Server
Processes & Methodologies
1 57 (43.85%) Agile Software Development
2 55 (42.31%) Business Intelligence
3 36 (27.69%) ETL
4 28 (21.54%) Low Latency
5 25 (19.23%) Analytics
5 25 (19.23%) Data Integration
5 25 (19.23%) SDLC
6 24 (18.46%) DevOps
7 18 (13.85%) Data Modelling
7 18 (13.85%) Scrum
8 17 (13.08%) Open Source
9 14 (10.77%) DSDM
9 14 (10.77%) Kanban
9 14 (10.77%) Machine Learning
9 14 (10.77%) RUP
10 12 (9.23%) E-Commerce
11 10 (7.69%) Data Management
11 10 (7.69%) Risk Analytics
11 10 (7.69%) Stakeholder Management
12 7 (5.38%) Master Data Management
Programming Languages
1 75 (57.69%) SQL
2 65 (50.00%) Java
3 43 (33.08%) C#
4 21 (16.15%) JavaScript
5 13 (10.00%) Python
6 12 (9.23%) Ruby
7 8 (6.15%) PHP
7 8 (6.15%) T-SQL
8 5 (3.85%) R
8 5 (3.85%) Scala
9 4 (3.08%) C
10 3 (2.31%) VBA
11 2 (1.54%) MATLAB
12 1 (0.77%) C++
12 1 (0.77%) TypeScript
Qualifications
1 20 (15.38%) Degree
2 3 (2.31%) Numerate Degree
3 2 (1.54%) PhD
3 2 (1.54%) SC Cleared
3 2 (1.54%) Security Cleared
4 1 (0.77%) Computer Science Degree
Quality Assurance & Compliance
1 5 (3.85%) QA
2 2 (1.54%) Data Quality
System Software
1 2 (1.54%) VMware Infrastructure
Systems Management
1 20 (15.38%) Opscode Chef
2 14 (10.77%) Kibana
2 14 (10.77%) logstash
3 12 (9.23%) Packer
4 8 (6.15%) Puppet
5 6 (4.62%) Ansible
5 6 (4.62%) Capistrano
5 6 (4.62%) Nagios
5 6 (4.62%) ZABBIX
6 2 (1.54%) Icinga
6 2 (1.54%) vRealize
Vendors
1 35 (26.92%) Microsoft
2 14 (10.77%) VMware
3 12 (9.23%) Red Hat
4 9 (6.92%) Apple
5 7 (5.38%) Oracle
6 6 (4.62%) New Relic
6 6 (4.62%) SaltStack
7 3 (2.31%) Splunk
8 2 (1.54%) Cisco
8 2 (1.54%) Dell
8 2 (1.54%) EMC
8 2 (1.54%) Google
8 2 (1.54%) ServiceNow
9 1 (0.77%) Adobe
9 1 (0.77%) Omniture
Sheffield, South Yorkshire
Engage PSG
Salary: £45000 - £65000 per annum
Posted: 11 hours ago
Sheffield, South Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + 10% Pension + Flex working
Posted: 6 hours ago
Pudsey, West Yorkshire
Lloyds Banking Group
Salary: £53600 - £71500 per annum + Package
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £55000 per annum + Bonus+HC+Pension+More
Posted: 8 hours ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 4 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Posted: 2 days ago
Sheffield, South Yorkshire
Affecto Recruitment Ltd
Salary: £35000 - £50000 per annum
Posted: 4 days ago
Sheffield
Computer Futures
Salary: competitive
Posted: 3 days ago
Leeds, West Yorkshire
TEKsystems
Salary: £30000 - £65000 per annum
Posted: 5 days ago
South Yorkshire
Computer Futures
Salary: £50000 - £55000 per annum + competitive
Posted: 10 days ago
Sheffield
Computer Futures
Salary: £45000 - £60000 per annum + competitive
Posted: 22 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 24 days ago
Sheffield, South Yorkshire
WANdisco
Salary: £29,000 per annum
Posted: 14 days ago
Sheffield, South Yorkshire
WANdisco
Salary: From £25,000 to £30,000 per annum
Posted: 14 days ago