The table below looks at the statistics for Big Data skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Big Data
England / Yorkshire
Rank 184 150 179
Rank change year-on-year
-34 +29
Permanent jobs citing Big Data 38 107 92
As % of all permanent IT jobs located in Yorkshire 0.72% 1.68% 1.26%
As % of the Database & Business Intelligence category 2.29% 4.81% 4.02%
Number of salaries quoted 35 68 71
Median salary £57,500 £55,000 £45,000
Median salary % change year-on-year
+4.54% +22.22%
90% offered a salary of more than £35,000 £31,450 £35,000
10% offered a salary of more than £84,000 £70,000 £61,215
UK excluding London median salary £55,000 £50,000 £52,000
% change year-on-year
+10.00% -3.84%

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 Yorkshire region.

Database & Business Intelligence Category
Yorkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1657 2223 2286
As % of all permanent IT jobs located in Yorkshire 31.34% 34.99% 31.28%
Number of salaries quoted 1422 1819 1967
Median salary £40,000 £40,000 £40,000
90% offered a salary of more than £30,000 £30,000 £27,750
10% offered a salary of more than £52,500 £50,000 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Big Data
Jobs Demand Trend in Yorkshire

The demand trend of job ads across the Yorkshire 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 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 across the Yorkshire region.

Big Data Salary Trend in Yorkshire

Big Data
Salary Histogram in Yorkshire

This chart provides a salary histogram for IT jobs citing Big Data across the Yorkshire region over the 3 months to 27 February 2017.

Big Data Salary Histogram 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 27 February 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 -47 28 £62,500 +10.61% 7
North Yorkshire +5 4 £35,000 -6.66% 4
South Yorkshire 0 4 £60,000 +106.89% 2
Big Data
England

Big Data
Top 30 Related IT Skills in Yorkshire

For the 6 months to 27 February 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 55 (49.11%) Business Intelligence
2 45 (40.18%) Hadoop
3 44 (39.29%) Agile Software Development
4 43 (38.39%) Java
4 43 (38.39%) SQL
5 38 (33.93%) Analytics
6 34 (30.36%) Python
6 34 (30.36%) SQL Server
7 30 (26.79%) ETL
8 25 (22.32%) Retail
8 25 (22.32%) NoSQL
9 24 (21.43%) Microsoft Azure
9 24 (21.43%) Finance
10 21 (18.75%) Data Warehouse
10 21 (18.75%) MySQL
11 20 (17.86%) Oracle
11 20 (17.86%) Data Modelling
11 20 (17.86%) Microsoft
11 20 (17.86%) Data Management
11 20 (17.86%) Banking
11 20 (17.86%) Apache Spark
12 19 (16.96%) Stakeholder Management
13 18 (16.07%) SQL Server Analysis Services
14 17 (15.18%) Amazon AWS
14 17 (15.18%) JavaScript
15 16 (14.29%) Machine Learning
16 15 (13.39%) Continuous Improvement
16 15 (13.39%) C#
16 15 (13.39%) SQL Server 2016
17 14 (12.50%) Relational Database

Big Data
Top Related 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 20 (17.86%) Apache Spark
2 9 (8.04%) SAS
3 5 (4.46%) Apache
3 5 (4.46%) Apache Solr
3 5 (4.46%) Elasticsearch
3 5 (4.46%) Tomcat
4 2 (1.79%) JBoss
4 2 (1.79%) Jetty
4 2 (1.79%) OpenStack
4 2 (1.79%) Oracle SOA Suite
4 2 (1.79%) WebLogic
4 2 (1.79%) WebSphere
5 1 (0.89%) Apache Pig
Applications
1 7 (6.25%) MS Excel
1 7 (6.25%) SPSS
2 3 (2.68%) MS PowerPoint
3 2 (1.79%) MS Office
Business Applications
1 2 (1.79%) Oracle EBS
Cloud Services
1 24 (21.43%) Microsoft Azure
2 17 (15.18%) Amazon AWS
3 12 (10.71%) SaaS
4 2 (1.79%) Google Cloud Platform
4 2 (1.79%) PaaS
5 1 (0.89%) Cloud Computing
Communications & Networking
1 3 (2.68%) Internet
2 1 (0.89%) BGP
2 1 (0.89%) DNS
2 1 (0.89%) HTTP
2 1 (0.89%) Network Security
Database & Business Intelligence
1 45 (40.18%) Hadoop
2 34 (30.36%) SQL Server
3 25 (22.32%) NoSQL
4 21 (18.75%) Data Warehouse
4 21 (18.75%) MySQL
5 18 (16.07%) SQL Server Analysis Services
6 15 (13.39%) SQL Server 2016
7 14 (12.50%) Relational Database
7 14 (12.50%) SQL Server 2014
8 12 (10.71%) RDBMS
8 12 (10.71%) SQL Server Reporting Services
9 11 (9.82%) OLAP
10 9 (8.04%) OLAP Cube
10 9 (8.04%) SQL Server 2012
10 9 (8.04%) SQL Server Integration Services
11 8 (7.14%) Apache Cassandra
11 8 (7.14%) Apache Hive
11 8 (7.14%) MongoDB
12 7 (6.25%) Oracle Database
13 6 (5.36%) Redis
Development Applications
1 6 (5.36%) Git (software)
2 5 (4.46%) Maven
3 4 (3.57%) Gradle
4 2 (1.79%) Octopus Deploy
4 2 (1.79%) Subversion
4 2 (1.79%) Team Foundation Server
4 2 (1.79%) TeamCity
4 2 (1.79%) Vagrant
5 1 (0.89%) Jenkins
General
1 25 (22.32%) Retail
2 24 (21.43%) Finance
3 20 (17.86%) Banking
4 10 (8.93%) Telecoms
5 5 (4.46%) Marketing
6 1 (0.89%) Law
Job Titles
1 38 (33.93%) Developer
2 22 (19.64%) Architect
3 19 (16.96%) Java Developer
4 16 (14.29%) Business Intelligence Developer
5 14 (12.50%) Consultant
6 12 (10.71%) ETL Developer
7 10 (8.93%) Infrastructure Architect
8 9 (8.04%) Analyst
8 9 (8.04%) Big Data Developer
9 8 (7.14%) Senior Developer
10 7 (6.25%) Business Consultant
10 7 (6.25%) Business Intelligence Consultant
10 7 (6.25%) Head of Business Intelligence
10 7 (6.25%) Scala Developer
10 7 (6.25%) Solutions Architect
11 6 (5.36%) Data Consultant
11 6 (5.36%) Enterprise Infrastructure Architect
11 6 (5.36%) Enterprise Solutions Architect
11 6 (5.36%) Infrastructure Solutions Architect
11 6 (5.36%) SQL Developer
Libraries, Frameworks & Software Standards
1 14 (12.50%) .NET
2 13 (11.61%) XML
3 12 (10.71%) Node.js
3 12 (10.71%) React
4 10 (8.93%) Web Services
5 8 (7.14%) J2EE
6 7 (6.25%) RESTful
6 7 (6.25%) Spring
7 6 (5.36%) HTML
8 4 (3.57%) Grails
8 4 (3.57%) Kafka
8 4 (3.57%) Redux
9 3 (2.68%) CSS
9 3 (2.68%) CSS3
9 3 (2.68%) Elastic Stack
9 3 (2.68%) HTML5
9 3 (2.68%) JSP
9 3 (2.68%) Lucene
9 3 (2.68%) REST
10 2 (1.79%) RabbitMQ
Miscellaneous
1 13 (11.61%) Analytical Skills
2 11 (9.82%) Enterprise Software
3 8 (7.14%) Credit Risk
4 7 (6.25%) iPad
5 6 (5.36%) Computer Science
6 4 (3.57%) Algorithms
7 3 (2.68%) Data Centre
7 3 (2.68%) Data Structures
8 2 (1.79%) Virtual Team
9 1 (0.89%) Clustering
9 1 (0.89%) Internet of Things
9 1 (0.89%) RIA
Operating Systems
1 7 (6.25%) Linux
2 3 (2.68%) Unix
2 3 (2.68%) Windows
Processes & Methodologies
1 55 (49.11%) Business Intelligence
2 44 (39.29%) Agile Software Development
3 38 (33.93%) Analytics
4 30 (26.79%) ETL
5 20 (17.86%) Data Management
5 20 (17.86%) Data Modelling
6 19 (16.96%) Stakeholder Management
7 16 (14.29%) Machine Learning
8 15 (13.39%) Continuous Improvement
9 14 (12.50%) Scrum
10 13 (11.61%) Business Analytics
10 13 (11.61%) DevOps
10 13 (11.61%) Software Engineering
10 13 (11.61%) Technical Architecture
11 12 (10.71%) Data Analytics
11 12 (10.71%) Visualisation
12 9 (8.04%) Data Integration
12 9 (8.04%) Statistics
13 8 (7.14%) High Availability
13 8 (7.14%) Master Data Management
Programming Languages
1 43 (38.39%) Java
1 43 (38.39%) SQL
2 34 (30.36%) Python
3 17 (15.18%) JavaScript
4 15 (13.39%) C#
5 12 (10.71%) Scala
6 9 (8.04%) T-SQL
7 8 (7.14%) C
7 8 (7.14%) Data Analysis Expressions (DAX)
7 8 (7.14%) R
8 5 (4.46%) VBA
9 4 (3.57%) PHP
10 3 (2.68%) Go
11 2 (1.79%) Bash Shell
11 2 (1.79%) Perl
11 2 (1.79%) Shell Script
12 1 (0.89%) C++
12 1 (0.89%) MATLAB
12 1 (0.89%) PL/SQL
12 1 (0.89%) Ruby
Qualifications
1 6 (5.36%) Degree
2 3 (2.68%) PhD
Quality Assurance & Compliance
1 7 (6.25%) IFRS
1 7 (6.25%) IFRS 9
2 3 (2.68%) QA
System Software
1 3 (2.68%) Apache Flume
1 3 (2.68%) VMware Infrastructure
2 2 (1.79%) HDFS
3 1 (0.89%) Apache ZooKeeper
3 1 (0.89%) Docker
Systems Management
1 8 (7.14%) Puppet
2 7 (6.25%) Opscode Chef
3 4 (3.57%) Ansible
4 3 (2.68%) Icinga
4 3 (2.68%) Kibana
4 3 (2.68%) logstash
4 3 (2.68%) vRealize
5 2 (1.79%) Capistrano
5 2 (1.79%) Nagios
5 2 (1.79%) Oozie
5 2 (1.79%) Salt
5 2 (1.79%) ZABBIX
6 1 (0.89%) Terraform
Vendors
1 20 (17.86%) Microsoft
1 20 (17.86%) Oracle
2 13 (11.61%) Splunk
3 11 (9.82%) Tableau
4 3 (2.68%) Cisco
4 3 (2.68%) Dell
4 3 (2.68%) EMC
4 3 (2.68%) Google
4 3 (2.68%) SaltStack
4 3 (2.68%) ServiceNow
4 3 (2.68%) VMware
5 2 (1.79%) Cloudera
5 2 (1.79%) Cognos
5 2 (1.79%) New Relic
6 1 (0.89%) F5
6 1 (0.89%) Red Hat
6 1 (0.89%) TIBCO
Leeds, West Yorkshire
Engage PSG
Salary: £65000 - £75000 per annum + pension, healthcare
Posted: 5 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £55000 per annum + Bonus+HC+Pension+More
Posted: 3 days ago
Middlesbrough, Cleveland
Hainton
Salary: £35000 - £45000 per annum + 33 days hol, 3.21% pension matched
Posted: 6 days ago
West Yorkshire
Parallel Consulting
Salary: £60000 - £75000 per annum + Generous bonus and benefits package
Posted: 5 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Salary: Excellent + Free SkyQ + loads more!
Posted: 5 days ago
York
Hays Specialist Recruitment
Salary: £25000.00 - £35000.00 per annum + excellent benefits
Posted: 13 days ago
Leeds
BAE SYSTEMS
Salary: Competitive + Benefits
Posted: 15 days ago
Leeds
Churchill Frank
Salary: £30000 - £45000 per annum + Bonus
Posted: 25 days ago
Rotherham, Yorkshire
The SmartList
Posted: 26 days ago
Sheffield
The SmartList
Posted: 26 days ago