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 9 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 174 193 234
Rank change year-on-year
+19 +41
Permanent jobs citing Big Data 59 58 48
As % of all permanent IT jobs located in Yorkshire 1.11% 0.93% 0.65%
As % of the Database & Business Intelligence category 3.68% 2.72% 2.06%
Number of salaries quoted 53 37 47
Median salary £52,500 £45,000 £42,000
Median salary % change year-on-year
+16.66% +7.14%
90% offered a salary of more than £40,000 £32,500 £33,550
10% offered a salary of more than £75,000 £63,500 £84,750
UK excluding London median salary £52,500 £50,000 £47,500
% change year-on-year
+5.00% +5.26%
Big Data
England

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
1604 2131 2335
As % of all permanent IT jobs located in Yorkshire 30.22% 34.33% 31.58%
Number of salaries quoted 1426 1733 1942
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £30,764 £30,000 £26,550
10% offered a salary of more than £55,000 £52,500 £55,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 9 December 2016.

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 9 December 2016. 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
(Click see detailed
statistics and trends)
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 +14 45 £50,000 +5.26% 15
South Yorkshire +11 11 £75,000 +183.01% 1
North Yorkshire -1 2 £68,750 +52.77%
Big Data
England

Big Data
Top 30 Related IT Skills in Yorkshire

For the 6 months to 9 December 2016, 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 82 (56.55%) Business Intelligence
2 64 (44.14%) Hadoop
3 49 (33.79%) Analytics
4 48 (33.10%) Python
4 48 (33.10%) SQL
4 48 (33.10%) SQL Server
5 44 (30.34%) Java
6 41 (28.28%) ETL
7 40 (27.59%) Agile Software Development
8 39 (26.90%) NoSQL
9 36 (24.83%) Oracle
10 35 (24.14%) Data Modelling
11 32 (22.07%) Data Warehouse
11 32 (22.07%) Retail
12 31 (21.38%) Microsoft
13 26 (17.93%) Amazon AWS
13 26 (17.93%) SQL Server Analysis Services
13 26 (17.93%) Analytical Skills
14 25 (17.24%) Banking
15 24 (16.55%) Microsoft Azure
16 23 (15.86%) Visualisation
16 23 (15.86%) Data Management
16 23 (15.86%) Finance
17 22 (15.17%) JavaScript
17 22 (15.17%) Apache Spark
17 22 (15.17%) SQL Server 2016
18 21 (14.48%) SQL Server Reporting Services
18 21 (14.48%) Data Analytics
19 20 (13.79%) Scala
19 20 (13.79%) Data Integration

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 22 (15.17%) Apache Spark
2 15 (10.34%) SAS
3 3 (2.07%) Apache
3 3 (2.07%) Apache Solr
3 3 (2.07%) Jetty
3 3 (2.07%) Tomcat
4 2 (1.38%) Apache Pig
4 2 (1.38%) Elasticsearch
4 2 (1.38%) JBoss
4 2 (1.38%) OpenStack
4 2 (1.38%) WebLogic
4 2 (1.38%) WebSphere
5 1 (0.69%) Oracle SOA Suite
Applications
1 12 (8.28%) MS Excel
1 12 (8.28%) SPSS
2 3 (2.07%) MS PowerPoint
3 2 (1.38%) MS Office
Business Applications
1 1 (0.69%) Oracle EBS
Cloud Services
1 26 (17.93%) Amazon AWS
2 24 (16.55%) Microsoft Azure
3 12 (8.28%) SaaS
4 7 (4.83%) PaaS
5 5 (3.45%) Google Cloud Platform
6 2 (1.38%) Cloud Computing
7 1 (0.69%) Office 365
Communications & Networking
1 10 (6.90%) Internet
2 2 (1.38%) BGP
2 2 (1.38%) DNS
2 2 (1.38%) HTTP
2 2 (1.38%) Network Security
3 1 (0.69%) AMQP
3 1 (0.69%) Firewall
3 1 (0.69%) MQTT
Database & Business Intelligence
1 64 (44.14%) Hadoop
2 48 (33.10%) SQL Server
3 39 (26.90%) NoSQL
4 32 (22.07%) Data Warehouse
5 26 (17.93%) SQL Server Analysis Services
6 22 (15.17%) SQL Server 2016
7 21 (14.48%) SQL Server Reporting Services
8 19 (13.10%) MySQL
8 19 (13.10%) Relational Database
8 19 (13.10%) SQL Server 2014
9 15 (10.34%) OLAP
9 15 (10.34%) RDBMS
9 15 (10.34%) SQL Server 2012
9 15 (10.34%) SQL Server Integration Services
10 14 (9.66%) OLAP Cube
11 13 (8.97%) MongoDB
12 10 (6.90%) Apache Hive
12 10 (6.90%) Oracle Database
13 6 (4.14%) Amazon Redshift
13 6 (4.14%) HBase
Development Applications
1 9 (6.21%) Maven
2 7 (4.83%) Git (software)
3 6 (4.14%) Jenkins
4 4 (2.76%) Ant
4 4 (2.76%) Eclipse
4 4 (2.76%) Gradle
4 4 (2.76%) IntelliJ
5 2 (1.38%) Oracle Forms
General
1 32 (22.07%) Retail
2 25 (17.24%) Banking
3 23 (15.86%) Finance
4 10 (6.90%) Telecoms
5 5 (3.45%) Marketing
6 2 (1.38%) Advertising
Job Titles
1 53 (36.55%) Developer
2 36 (24.83%) Architect
3 26 (17.93%) Business Intelligence Developer
4 23 (15.86%) Consultant
4 23 (15.86%) Java Developer
5 19 (13.10%) ETL Developer
6 18 (12.41%) Business Intelligence Consultant
7 16 (11.03%) Data Architect
8 15 (10.34%) Data Consultant
9 12 (8.28%) Business Consultant
10 10 (6.90%) Analytics Consultant
10 10 (6.90%) Data Warehouse Architect
10 10 (6.90%) Lead Developer
11 9 (6.21%) Big Data Developer
11 9 (6.21%) SQL Developer
12 8 (5.52%) Java Software Developer
12 8 (5.52%) Lead Java Developer
12 8 (5.52%) Lead Software Developer
12 8 (5.52%) Software Developer
12 8 (5.52%) Solutions Architect
Libraries, Frameworks & Software Standards
1 18 (12.41%) Node.js
2 16 (11.03%) Web Services
3 15 (10.34%) .NET
4 11 (7.59%) RESTful
4 11 (7.59%) Spring
5 9 (6.21%) XML
6 8 (5.52%) JSON
6 8 (5.52%) React
7 7 (4.83%) Hibernate
7 7 (4.83%) J2EE
8 5 (3.45%) CSS
8 5 (3.45%) HTML
8 5 (3.45%) Struts
9 4 (2.76%) Apache Flex
9 4 (2.76%) EJB
9 4 (2.76%) Grails
9 4 (2.76%) Java EE
9 4 (2.76%) JPA
9 4 (2.76%) Redux
9 4 (2.76%) SOAP
Miscellaneous
1 26 (17.93%) Analytical Skills
2 23 (15.86%) Visualisation
3 20 (13.79%) Data Integration
4 14 (9.66%) Credit Risk
5 13 (8.97%) Computer Science
6 12 (8.28%) Enterprise Software
7 9 (6.21%) Statistics
7 9 (6.21%) Virtual Team
8 8 (5.52%) Internet of Things
9 7 (4.83%) iPad
10 5 (3.45%) Algorithms
10 5 (3.45%) Mathematics
11 2 (1.38%) Applied Mathematics
11 2 (1.38%) Clustering
11 2 (1.38%) Data Structures
11 2 (1.38%) Physics
11 2 (1.38%) RIA
12 1 (0.69%) Client/Server
12 1 (0.69%) Replication
12 1 (0.69%) W3C
Operating Systems
1 3 (2.07%) Linux
2 1 (0.69%) CentOS
Processes & Methodologies
1 82 (56.55%) Business Intelligence
2 49 (33.79%) Analytics
3 41 (28.28%) ETL
4 40 (27.59%) Agile Software Development
5 35 (24.14%) Data Modelling
6 23 (15.86%) Data Management
7 21 (14.48%) Data Analytics
8 19 (13.10%) Continuous Improvement
9 16 (11.03%) Data Visualisation
10 13 (8.97%) Machine Learning
11 12 (8.28%) Business Analytics
11 12 (8.28%) Business Development
11 12 (8.28%) TDD
11 12 (8.28%) Technical Architecture
12 11 (7.59%) Kimball Methodology
12 11 (7.59%) Mentoring
12 11 (7.59%) Software Engineering
13 10 (6.90%) DevOps
13 10 (6.90%) Predictive Analytics
13 10 (6.90%) Scrum
Programming Languages
1 48 (33.10%) Python
1 48 (33.10%) SQL
2 44 (30.34%) Java
3 22 (15.17%) JavaScript
4 20 (13.79%) Scala
5 15 (10.34%) T-SQL
6 13 (8.97%) C#
7 12 (8.28%) Data Analysis Expressions (DAX)
8 9 (6.21%) R
9 8 (5.52%) Ruby
10 4 (2.76%) C
10 4 (2.76%) VBA
11 3 (2.07%) Go
11 3 (2.07%) MATLAB
11 3 (2.07%) PHP
12 2 (1.38%) Bash Shell
12 2 (1.38%) C++
12 2 (1.38%) Perl
12 2 (1.38%) Shell Script
13 1 (0.69%) PL/SQL
Qualifications
1 10 (6.90%) Degree
2 2 (1.38%) PhD
Quality Assurance & Compliance
1 1 (0.69%) PCI DSS
System Software
1 10 (6.90%) Apache Flume
2 3 (2.07%) HDFS
3 2 (1.38%) Hyper-V
3 2 (1.38%) VMware Infrastructure
4 1 (0.69%) Apache ZooKeeper
4 1 (0.69%) Docker
Systems Management
1 3 (2.07%) Oozie
1 3 (2.07%) Puppet
2 2 (1.38%) Ansible
2 2 (1.38%) Opscode Chef
2 2 (1.38%) Salt
3 1 (0.69%) Ambari
3 1 (0.69%) Terraform
Vendors
1 36 (24.83%) Oracle
2 31 (21.38%) Microsoft
3 17 (11.72%) Splunk
4 15 (10.34%) Tableau
5 10 (6.90%) Cloudera
6 6 (4.14%) Google
7 4 (2.76%) IBM
7 4 (2.76%) SAP
8 2 (1.38%) Cognos
8 2 (1.38%) F5
8 2 (1.38%) HP
8 2 (1.38%) Red Hat
8 2 (1.38%) Salesforce.com
8 2 (1.38%) Sybase
8 2 (1.38%) VMware
9 1 (0.69%) SaltStack
9 1 (0.69%) TIBCO
Leeds, West Yorkshire
Big Wednesday Digital Ltd
Salary: £35000 - £85000 per annum + Negotiable
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £90000 - £130000 per annum + excellent benefits package
Posted: 8 hours ago
Hebden Bridge, West Yorkshire
Experis Ltd
Salary: £50000.00 - £55000.00 per annum
Posted: 3 days ago
Leeds, Yorkshire
Comvergent Limited
Salary: BENS
Posted: 2 days ago
Leeds
Searchability
Salary: £45000 - £55000 per annum + benefits
Posted: 7 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary + Car + Bonus + benefits
Posted: 7 days ago
Leeds
Churchill Frank
Salary: £50000 - £60000 per annum + Benefits
Posted: 7 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £55,000 per annum
Posted: 3 days ago
Leeds
Sky Betting & Gaming
Posted: 21 days ago