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 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Big Data
England / Yorkshire
Rank 193 169 209
Rank change year-on-year
-24 +40
Permanent jobs citing Big Data 34 87 53
As % of all permanent IT jobs located in Yorkshire 0.66% 1.44% 0.77%
As % of the Database & Business Intelligence category 2.18% 4.04% 2.54%
Number of salaries quoted 32 40 52
Median salary £62,500 £52,500 £45,000
Median salary % change year-on-year
+19.04% +16.66%
90% offered a salary of more than £40,000 £28,850 £34,200
10% offered a salary of more than £82,000 £70,000 £64,400
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 Yorkshire region.

Database & Business Intelligence Category
Yorkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1559 2153 2088
As % of all permanent IT jobs located in Yorkshire 30.41% 35.60% 30.47%
Number of salaries quoted 1365 1737 1763
Median salary £40,500 £40,000 £40,000
Median salary % change year-on-year
+1.25% -
90% offered a salary of more than £31,500 £30,000 £27,500
10% offered a salary of more than £55,000 £50,000 £57,000
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 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 19 January 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 19 January 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 -24 21 £62,500 +13.63% 7
South Yorkshire +6 10 £67,500 +132.75%
North Yorkshire - 1 £75,000 -
Big Data
England

Big Data
Top 30 Related IT Skills in Yorkshire

For the 6 months to 19 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 Yorkshire region with a requirement for Big Data.

1 74 (56.49%) Business Intelligence
2 57 (43.51%) Hadoop
3 43 (32.82%) Agile Software Development
3 43 (32.82%) SQL Server
3 43 (32.82%) Analytics
4 42 (32.06%) SQL
4 42 (32.06%) Python
5 39 (29.77%) Java
6 38 (29.01%) ETL
7 35 (26.72%) NoSQL
8 33 (25.19%) Oracle
8 33 (25.19%) Retail
9 30 (22.90%) Data Modelling
10 29 (22.14%) Microsoft
11 26 (19.85%) Microsoft Azure
12 25 (19.08%) Banking
12 25 (19.08%) Data Warehouse
13 24 (18.32%) SQL Server Analysis Services
14 23 (17.56%) Amazon AWS
14 23 (17.56%) Finance
14 23 (17.56%) Analytical Skills
15 20 (15.27%) Data Management
15 20 (15.27%) Visualisation
15 20 (15.27%) Continuous Improvement
16 19 (14.50%) SQL Server 2014
16 19 (14.50%) SQL Server 2016
17 18 (13.74%) Apache Spark
17 18 (13.74%) JavaScript
17 18 (13.74%) Data Analytics
18 17 (12.98%) Splunk

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 18 (13.74%) Apache Spark
2 15 (11.45%) SAS
3 5 (3.82%) Apache Solr
4 4 (3.05%) Elasticsearch
5 2 (1.53%) Apache
5 2 (1.53%) Apache Pig
5 2 (1.53%) JBoss
5 2 (1.53%) Jetty
5 2 (1.53%) OpenStack
5 2 (1.53%) Oracle SOA Suite
5 2 (1.53%) Tomcat
5 2 (1.53%) WebLogic
5 2 (1.53%) WebSphere
Applications
1 12 (9.16%) SPSS
2 9 (6.87%) MS Excel
3 3 (2.29%) MS PowerPoint
4 2 (1.53%) MS Office
Business Applications
1 2 (1.53%) Oracle EBS
Cloud Services
1 26 (19.85%) Microsoft Azure
2 23 (17.56%) Amazon AWS
3 12 (9.16%) SaaS
4 3 (2.29%) PaaS
5 2 (1.53%) Google Cloud Platform
6 1 (0.76%) Cloud Computing
Communications & Networking
1 6 (4.58%) Internet
2 1 (0.76%) BGP
2 1 (0.76%) DNS
2 1 (0.76%) HTTP
2 1 (0.76%) Network Security
Database & Business Intelligence
1 57 (43.51%) Hadoop
2 43 (32.82%) SQL Server
3 35 (26.72%) NoSQL
4 25 (19.08%) Data Warehouse
5 24 (18.32%) SQL Server Analysis Services
6 19 (14.50%) SQL Server 2014
6 19 (14.50%) SQL Server 2016
7 16 (12.21%) Relational Database
7 16 (12.21%) SQL Server Reporting Services
8 15 (11.45%) OLAP
9 14 (10.69%) OLAP Cube
9 14 (10.69%) RDBMS
9 14 (10.69%) SQL Server 2012
10 13 (9.92%) MySQL
11 12 (9.16%) SQL Server Integration Services
12 10 (7.63%) Apache Hive
12 10 (7.63%) MongoDB
12 10 (7.63%) Oracle Database
13 6 (4.58%) Apache Cassandra
14 5 (3.82%) Redis
Development Applications
1 7 (5.34%) Maven
2 5 (3.82%) Git (software)
3 4 (3.05%) Gradle
4 3 (2.29%) Jenkins
5 2 (1.53%) Ant
5 2 (1.53%) Eclipse
5 2 (1.53%) IntelliJ
5 2 (1.53%) Oracle Forms
General
1 33 (25.19%) Retail
2 25 (19.08%) Banking
3 23 (17.56%) Finance
4 10 (7.63%) Telecoms
5 6 (4.58%) Marketing
Job Titles
1 46 (35.11%) Developer
2 32 (24.43%) Architect
3 23 (17.56%) Business Intelligence Developer
3 23 (17.56%) Consultant
4 19 (14.50%) ETL Developer
4 19 (14.50%) Java Developer
5 16 (12.21%) Business Intelligence Consultant
6 13 (9.92%) Data Consultant
7 12 (9.16%) Business Consultant
8 10 (7.63%) Analytics Consultant
8 10 (7.63%) Data Architect
8 10 (7.63%) Infrastructure Architect
9 9 (6.87%) Big Data Developer
10 8 (6.11%) Data Analytics Consultant
10 8 (6.11%) Scala Developer
10 8 (6.11%) SQL Developer
11 7 (5.34%) Solutions Architect
12 6 (4.58%) Analyst
12 6 (4.58%) Enterprise Architect
12 6 (4.58%) Senior Developer
Libraries, Frameworks & Software Standards
1 15 (11.45%) .NET
2 12 (9.16%) Node.js
3 9 (6.87%) React
3 9 (6.87%) RESTful
3 9 (6.87%) Web Services
4 8 (6.11%) J2EE
5 7 (5.34%) Spring
6 6 (4.58%) XML
7 4 (3.05%) Grails
7 4 (3.05%) Redux
8 3 (2.29%) AngularJS
8 3 (2.29%) CSS
8 3 (2.29%) Hibernate
8 3 (2.29%) HTML
8 3 (2.29%) JSON
8 3 (2.29%) Struts
9 2 (1.53%) EJB
9 2 (1.53%) Kafka
9 2 (1.53%) Lucene
9 2 (1.53%) SOAP
Miscellaneous
1 23 (17.56%) Analytical Skills
2 20 (15.27%) Visualisation
3 15 (11.45%) Data Integration
4 14 (10.69%) Credit Risk
5 11 (8.40%) Enterprise Software
6 10 (7.63%) Computer Science
7 8 (6.11%) iPad
7 8 (6.11%) Statistics
8 6 (4.58%) Virtual Team
9 5 (3.82%) Internet of Things
10 4 (3.05%) Algorithms
10 4 (3.05%) Mathematics
11 3 (2.29%) Data Centre
12 2 (1.53%) Data Structures
12 2 (1.53%) Physics
13 1 (0.76%) Applied Mathematics
13 1 (0.76%) Blockchain
13 1 (0.76%) Clustering
13 1 (0.76%) Replication
13 1 (0.76%) RIA
Operating Systems
1 4 (3.05%) Linux
Processes & Methodologies
1 74 (56.49%) Business Intelligence
2 43 (32.82%) Agile Software Development
2 43 (32.82%) Analytics
3 38 (29.01%) ETL
4 30 (22.90%) Data Modelling
5 20 (15.27%) Continuous Improvement
5 20 (15.27%) Data Management
6 18 (13.74%) Data Analytics
7 14 (10.69%) Business Analytics
7 14 (10.69%) Data Visualisation
7 14 (10.69%) Stakeholder Management
8 13 (9.92%) Scrum
8 13 (9.92%) Technical Architecture
9 12 (9.16%) Business Development
9 12 (9.16%) Software Engineering
10 10 (7.63%) DevOps
10 10 (7.63%) Machine Learning
10 10 (7.63%) Mentoring
10 10 (7.63%) Predictive Analytics
10 10 (7.63%) TDD
Programming Languages
1 42 (32.06%) Python
1 42 (32.06%) SQL
2 39 (29.77%) Java
3 18 (13.74%) JavaScript
4 16 (12.21%) C#
5 15 (11.45%) Scala
6 12 (9.16%) Data Analysis Expressions (DAX)
6 12 (9.16%) T-SQL
7 8 (6.11%) R
8 5 (3.82%) C
8 5 (3.82%) Ruby
9 4 (3.05%) PHP
9 4 (3.05%) VBA
10 3 (2.29%) Go
11 2 (1.53%) Bash Shell
11 2 (1.53%) MATLAB
11 2 (1.53%) Perl
11 2 (1.53%) Shell Script
12 1 (0.76%) C++
12 1 (0.76%) PL/SQL
Qualifications
1 10 (7.63%) Degree
2 2 (1.53%) PhD
Quality Assurance & Compliance
1 2 (1.53%) QA
System Software
1 5 (3.82%) Apache Flume
2 3 (2.29%) HDFS
2 3 (2.29%) VMware Infrastructure
3 1 (0.76%) Apache ZooKeeper
3 1 (0.76%) Docker
Systems Management
1 6 (4.58%) Puppet
2 5 (3.82%) Opscode Chef
3 3 (2.29%) Icinga
3 3 (2.29%) Oozie
3 3 (2.29%) vRealize
4 2 (1.53%) Ansible
4 2 (1.53%) Kibana
4 2 (1.53%) logstash
4 2 (1.53%) Salt
5 1 (0.76%) Ambari
5 1 (0.76%) Terraform
Vendors
1 33 (25.19%) Oracle
2 29 (22.14%) Microsoft
3 17 (12.98%) Splunk
4 15 (11.45%) Tableau
5 5 (3.82%) Cloudera
6 3 (2.29%) Cisco
6 3 (2.29%) Dell
6 3 (2.29%) EMC
6 3 (2.29%) Google
6 3 (2.29%) ServiceNow
6 3 (2.29%) VMware
7 2 (1.53%) Cognos
7 2 (1.53%) HP
7 2 (1.53%) IBM
7 2 (1.53%) Salesforce.com
7 2 (1.53%) SAP
8 1 (0.76%) F5
8 1 (0.76%) Red Hat
8 1 (0.76%) SaltStack
8 1 (0.76%) TIBCO
Leeds, West Yorkshire
Spencer Knight Recruitment
Salary: From £65,000 to £75,000 per annum + Excellent Benefits
Posted: 3 hours ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £80000 - £85000 per annum + 30% Bonus + 20% Pension
Posted: Yesterday
Leeds
Churchill Frank
Salary: £30000 - £40000 per annum + Bonus
Posted: 3 days ago
East Riding of Yorkshire
CPS Group Limited
Salary: £50000 - £60000 per annum
Posted: 8 days ago
East Riding of Yorkshire
CPS Group Limited
Salary: £40000 - £50000 per annum
Posted: 8 days ago
Leeds, West Yorkshire
Big Wednesday Digital Ltd
Salary: £40000 - £65000 per annum + Negotiable
Posted: 6 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Posted: 8 days ago
Wakefield, West Yorkshire
Calibre Search Ltd
Salary: £40000.00 - £45000.00 per annum
Posted: 5 days ago