The table below looks at the statistics for Big Data skills in IT jobs advertised for the West Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 139 154 186
Rank change year-on-year
+15 +32
Permanent jobs citing Big Data 44 56 37
As % of all permanent IT jobs located in West Yorkshire 1.21% 1.28% 0.74%
As % of the Database & Business Intelligence category 3.88% 3.53% 2.31%
Number of salaries quoted 39 35 36
Median salary £50,000 £47,500 £40,000
Median salary % change year-on-year
+5.26% +18.75%
90% offered a salary of more than £37,704 £37,500 £32,500
10% offered a salary of more than £66,000 £65,000 £80,000
UK excluding London median salary £53,500 £51,250 £47,500
% change year-on-year
+4.39% +7.89%
Big Data
Yorkshire

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 West Yorkshire region.

Database & Business Intelligence Category
West Yorkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1134 1585 1602
As % of all permanent IT jobs located in West Yorkshire 31.23% 36.09% 32.04%
Number of salaries quoted 1036 1295 1301
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £31,500 £30,000 £27,500
10% offered a salary of more than £55,000 £55,000 £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 West Yorkshire

The demand trend of job ads across the West 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 West Yorkshire

Big Data
Salary Trend in West Yorkshire

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

Big Data Salary Trend in West Yorkshire

Big Data
Salary Histogram in West Yorkshire

This chart provides a salary histogram for IT jobs citing Big Data across the West Yorkshire region over the 3 months to 11 December 2016.

Big Data Salary Histogram in West Yorkshire

Big Data
Job Locations in West 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 West Yorkshire region over the 3 months to 11 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
Leeds +8 36 £49,000 +3.15% 10
Hebden Bridge - 4 £52,500 - 1
Bradford - 1 £57,500 -
Big Data
Yorkshire

Big Data
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 11 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 West Yorkshire region with a requirement for Big Data.

1 75 (66.96%) Business Intelligence
2 55 (49.11%) Hadoop
3 44 (39.29%) Analytics
4 43 (38.39%) SQL Server
5 40 (35.71%) SQL
6 39 (34.82%) ETL
7 35 (31.25%) Python
8 33 (29.46%) NoSQL
9 32 (28.57%) Data Modelling
10 31 (27.68%) Oracle
11 26 (23.21%) Java
11 26 (23.21%) Microsoft
12 25 (22.32%) Data Warehouse
13 24 (21.43%) SQL Server Analysis Services
14 22 (19.64%) Agile Software Development
14 22 (19.64%) Data Management
14 22 (19.64%) SQL Server 2016
15 21 (18.75%) Analytical Skills
16 20 (17.86%) Visualisation
16 20 (17.86%) Microsoft Azure
16 20 (17.86%) Amazon AWS
16 20 (17.86%) Data Analytics
17 19 (16.96%) Data Integration
17 19 (16.96%) Retail
17 19 (16.96%) SQL Server Reporting Services
17 19 (16.96%) SQL Server 2014
18 18 (16.07%) Apache Spark
18 18 (16.07%) JavaScript
19 17 (15.18%) Splunk
19 17 (15.18%) Relational Database

Big Data
Top Related IT Skills in West 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 (16.07%) Apache Spark
2 13 (11.61%) SAS
3 3 (2.68%) Apache
3 3 (2.68%) Apache Solr
4 2 (1.79%) Apache Pig
4 2 (1.79%) Elasticsearch
4 2 (1.79%) JBoss
4 2 (1.79%) Jetty
4 2 (1.79%) OpenStack
4 2 (1.79%) Tomcat
4 2 (1.79%) WebLogic
4 2 (1.79%) WebSphere
5 1 (0.89%) Oracle SOA Suite
Applications
1 12 (10.71%) MS Excel
1 12 (10.71%) SPSS
2 3 (2.68%) MS PowerPoint
3 2 (1.79%) MS Office
Business Applications
1 1 (0.89%) Oracle EBS
Cloud Services
1 20 (17.86%) Amazon AWS
1 20 (17.86%) Microsoft Azure
2 4 (3.57%) Google Cloud Platform
2 4 (3.57%) PaaS
3 1 (0.89%) SaaS
Communications & Networking
1 10 (8.93%) Internet
2 2 (1.79%) BGP
2 2 (1.79%) DNS
2 2 (1.79%) HTTP
2 2 (1.79%) Network Security
3 1 (0.89%) AMQP
3 1 (0.89%) MQTT
Database & Business Intelligence
1 55 (49.11%) Hadoop
2 43 (38.39%) SQL Server
3 33 (29.46%) NoSQL
4 25 (22.32%) Data Warehouse
5 24 (21.43%) SQL Server Analysis Services
6 22 (19.64%) SQL Server 2016
7 19 (16.96%) SQL Server 2014
7 19 (16.96%) SQL Server Reporting Services
8 17 (15.18%) Relational Database
9 16 (14.29%) MySQL
10 15 (13.39%) OLAP
10 15 (13.39%) RDBMS
10 15 (13.39%) SQL Server 2012
11 14 (12.50%) OLAP Cube
12 13 (11.61%) SQL Server Integration Services
13 10 (8.93%) Apache Hive
13 10 (8.93%) Oracle Database
14 7 (6.25%) MongoDB
15 4 (3.57%) Amazon Redshift
15 4 (3.57%) Informix
Development Applications
1 7 (6.25%) Git (software)
1 7 (6.25%) Maven
2 5 (4.46%) Jenkins
3 4 (3.57%) Ant
3 4 (3.57%) Eclipse
3 4 (3.57%) IntelliJ
4 2 (1.79%) Gradle
General
1 19 (16.96%) Retail
2 14 (12.50%) Banking
3 11 (9.82%) Finance
4 4 (3.57%) Marketing
5 2 (1.79%) Advertising
Job Titles
1 45 (40.18%) Developer
2 24 (21.43%) Business Intelligence Developer
3 21 (18.75%) Architect
4 20 (17.86%) Consultant
5 19 (16.96%) ETL Developer
6 18 (16.07%) Business Intelligence Consultant
6 18 (16.07%) Java Developer
7 16 (14.29%) Data Architect
8 15 (13.39%) Data Consultant
9 12 (10.71%) Business Consultant
10 10 (8.93%) Data Warehouse Architect
11 9 (8.04%) Analytics Consultant
11 9 (8.04%) Lead Developer
12 8 (7.14%) Data Analytics Consultant
12 8 (7.14%) Oracle Architect
13 7 (6.25%) Big Data Consultant
13 7 (6.25%) Big Data Developer
13 7 (6.25%) Java Software Developer
13 7 (6.25%) Lead Software Developer
13 7 (6.25%) SQL Developer
Libraries, Frameworks & Software Standards
1 14 (12.50%) Node.js
2 11 (9.82%) Web Services
3 9 (8.04%) XML
4 8 (7.14%) JSON
4 8 (7.14%) RESTful
5 6 (5.36%) React
5 6 (5.36%) Spring
6 5 (4.46%) J2EE
7 4 (3.57%) Apache Flex
7 4 (3.57%) CSS
7 4 (3.57%) EJB
7 4 (3.57%) Hibernate
7 4 (3.57%) HTML
7 4 (3.57%) Java EE
7 4 (3.57%) JPA
7 4 (3.57%) SOAP
7 4 (3.57%) Struts
8 3 (2.68%) .NET
8 3 (2.68%) RabbitMQ
9 2 (1.79%) LAMP
Miscellaneous
1 21 (18.75%) Analytical Skills
2 20 (17.86%) Visualisation
3 19 (16.96%) Data Integration
4 13 (11.61%) Credit Risk
5 10 (8.93%) Computer Science
6 9 (8.04%) Virtual Team
7 8 (7.14%) Internet of Things
8 7 (6.25%) Statistics
9 4 (3.57%) iPad
10 3 (2.68%) Mathematics
11 2 (1.79%) Algorithms
11 2 (1.79%) Clustering
11 2 (1.79%) Data Structures
11 2 (1.79%) Physics
11 2 (1.79%) RIA
12 1 (0.89%) Applied Mathematics
12 1 (0.89%) Blockchain
12 1 (0.89%) Replication
12 1 (0.89%) W3C
Operating Systems
1 2 (1.79%) Linux
Processes & Methodologies
1 75 (66.96%) Business Intelligence
2 44 (39.29%) Analytics
3 39 (34.82%) ETL
4 32 (28.57%) Data Modelling
5 22 (19.64%) Agile Software Development
5 22 (19.64%) Data Management
6 20 (17.86%) Data Analytics
7 16 (14.29%) Continuous Improvement
8 15 (13.39%) Data Visualisation
9 12 (10.71%) Business Analytics
9 12 (10.71%) Business Development
10 10 (8.93%) Predictive Analytics
11 9 (8.04%) Kimball Methodology
11 9 (8.04%) TDD
12 8 (7.14%) Machine Learning
12 8 (7.14%) Software Engineering
13 7 (6.25%) Mentoring
13 7 (6.25%) Stakeholder Management
14 6 (5.36%) Enterprise Architecture
14 6 (5.36%) Scrum
Programming Languages
1 40 (35.71%) SQL
2 35 (31.25%) Python
3 26 (23.21%) Java
4 18 (16.07%) JavaScript
5 16 (14.29%) Scala
6 13 (11.61%) C#
6 13 (11.61%) T-SQL
7 12 (10.71%) Data Analysis Expressions (DAX)
8 8 (7.14%) Ruby
9 4 (3.57%) C
10 3 (2.68%) Go
11 2 (1.79%) Bash Shell
11 2 (1.79%) C++
11 2 (1.79%) Perl
11 2 (1.79%) PHP
11 2 (1.79%) R
11 2 (1.79%) Shell Script
11 2 (1.79%) VBA
12 1 (0.89%) PL/SQL
Qualifications
1 9 (8.04%) Degree
2 2 (1.79%) PhD
System Software
1 9 (8.04%) Apache Flume
2 3 (2.68%) HDFS
3 2 (1.79%) Hyper-V
3 2 (1.79%) VMware Infrastructure
4 1 (0.89%) Apache ZooKeeper
4 1 (0.89%) Docker
Systems Management
1 3 (2.68%) Oozie
1 3 (2.68%) Puppet
2 2 (1.79%) Ansible
2 2 (1.79%) Opscode Chef
2 2 (1.79%) Salt
3 1 (0.89%) Ambari
3 1 (0.89%) Terraform
Vendors
1 31 (27.68%) Oracle
2 26 (23.21%) Microsoft
3 17 (15.18%) Splunk
4 15 (13.39%) Tableau
5 9 (8.04%) Cloudera
6 5 (4.46%) Google
7 2 (1.79%) F5
7 2 (1.79%) IBM
7 2 (1.79%) SAP
7 2 (1.79%) Sybase
7 2 (1.79%) VMware
8 1 (0.89%) Red Hat
8 1 (0.89%) SaltStack
Leeds, West Yorkshire
Big Wednesday Digital Ltd
Salary: £35000 - £85000 per annum + Negotiable
Posted: 2 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £90000 - £130000 per annum + excellent benefits package
Posted: Yesterday
Hebden Bridge, West Yorkshire
Experis Ltd
Salary: £50000.00 - £55000.00 per annum
Posted: 5 days ago
Leeds, Yorkshire
Comvergent Limited
Salary: BENS
Posted: 3 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary + Car + Bonus + benefits
Posted: 8 days ago
Leeds
Churchill Frank
Salary: £50000 - £60000 per annum + Benefits
Posted: 9 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £55,000 per annum
Posted: 4 days ago
Leeds
Sky Betting & Gaming
Posted: 22 days ago