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

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Big Data
Yorkshire / West Yorkshire
Rank 156 135 159
Rank change year-on-year
-21 +24
Permanent jobs citing Big Data 24 73 50
As % of all permanent IT jobs located in West Yorkshire 0.69% 1.75% 1.12%
As % of the Database & Business Intelligence category 2.27% 4.67% 3.59%
Number of salaries quoted 22 31 49
Median salary £52,500 £52,500 £45,000
Median salary % change year-on-year
- +16.66%
90% offered a salary of more than £40,000 £37,500 £34,750
10% offered a salary of more than £107,250 £70,000 £65,000
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 West Yorkshire region.

Database & Business Intelligence Category
West Yorkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1057 1564 1392
As % of all permanent IT jobs located in West Yorkshire 30.30% 37.41% 31.20%
Number of salaries quoted 946 1265 1136
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 £28,500
10% offered a salary of more than £55,000 £55,000 £60,000
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 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 17 January 2017.

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 17 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
Leeds -22 17 £62,500 +19.04% 4
Hebden Bridge - 4 £52,500 -
Big Data
Yorkshire

Big Data
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 17 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 West Yorkshire region with a requirement for Big Data.

1 66 (65.35%) Business Intelligence
2 50 (49.50%) Hadoop
3 38 (37.62%) SQL Server
4 37 (36.63%) Analytics
5 36 (35.64%) ETL
6 33 (32.67%) SQL
7 29 (28.71%) Oracle
7 29 (28.71%) Python
7 29 (28.71%) Data Modelling
8 28 (27.72%) NoSQL
9 24 (23.76%) Microsoft
10 23 (22.77%) Agile Software Development
10 23 (22.77%) Microsoft Azure
11 22 (21.78%) SQL Server Analysis Services
11 22 (21.78%) Java
12 21 (20.79%) Data Management
13 20 (19.80%) Retail
14 19 (18.81%) Data Warehouse
14 19 (18.81%) Analytical Skills
14 19 (18.81%) SQL Server 2014
14 19 (18.81%) SQL Server 2016
15 18 (17.82%) Amazon AWS
16 17 (16.83%) Visualisation
16 17 (16.83%) Data Analytics
16 17 (16.83%) Splunk
17 16 (15.84%) Continuous Improvement
17 16 (15.84%) Data Integration
18 15 (14.85%) OLAP
18 15 (14.85%) Tableau
18 15 (14.85%) Apache Spark

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 15 (14.85%) Apache Spark
2 12 (11.88%) SAS
3 3 (2.97%) Apache Solr
4 2 (1.98%) Apache
4 2 (1.98%) Apache Pig
4 2 (1.98%) Elasticsearch
4 2 (1.98%) JBoss
4 2 (1.98%) Jetty
4 2 (1.98%) OpenStack
4 2 (1.98%) Oracle SOA Suite
4 2 (1.98%) Tomcat
4 2 (1.98%) WebLogic
4 2 (1.98%) WebSphere
Applications
1 12 (11.88%) SPSS
2 9 (8.91%) MS Excel
3 3 (2.97%) MS PowerPoint
4 2 (1.98%) MS Office
Business Applications
1 2 (1.98%) Oracle EBS
Cloud Services
1 23 (22.77%) Microsoft Azure
2 18 (17.82%) Amazon AWS
3 1 (0.99%) Google Cloud Platform
3 1 (0.99%) PaaS
3 1 (0.99%) SaaS
Communications & Networking
1 6 (5.94%) Internet
2 1 (0.99%) BGP
2 1 (0.99%) DNS
2 1 (0.99%) HTTP
2 1 (0.99%) Network Security
Database & Business Intelligence
1 50 (49.50%) Hadoop
2 38 (37.62%) SQL Server
3 28 (27.72%) NoSQL
4 22 (21.78%) SQL Server Analysis Services
5 19 (18.81%) Data Warehouse
5 19 (18.81%) SQL Server 2014
5 19 (18.81%) SQL Server 2016
6 15 (14.85%) OLAP
7 14 (13.86%) OLAP Cube
7 14 (13.86%) RDBMS
7 14 (13.86%) Relational Database
7 14 (13.86%) SQL Server 2012
7 14 (13.86%) SQL Server Reporting Services
8 12 (11.88%) MySQL
9 10 (9.90%) Apache Hive
9 10 (9.90%) Oracle Database
9 10 (9.90%) SQL Server Integration Services
10 5 (4.95%) MongoDB
11 3 (2.97%) BusinessObjects
11 3 (2.97%) HBase
Development Applications
1 5 (4.95%) Git (software)
1 5 (4.95%) Maven
2 3 (2.97%) Jenkins
3 2 (1.98%) Ant
3 2 (1.98%) Eclipse
3 2 (1.98%) Gradle
3 2 (1.98%) IntelliJ
General
1 20 (19.80%) Retail
2 14 (13.86%) Banking
3 12 (11.88%) Finance
4 4 (3.96%) Marketing
Job Titles
1 38 (37.62%) Developer
2 21 (20.79%) Business Intelligence Developer
3 20 (19.80%) Consultant
4 19 (18.81%) ETL Developer
5 18 (17.82%) Architect
6 16 (15.84%) Business Intelligence Consultant
7 14 (13.86%) Java Developer
8 13 (12.87%) Data Consultant
9 12 (11.88%) Business Consultant
10 10 (9.90%) Data Architect
11 9 (8.91%) Analytics Consultant
12 8 (7.92%) Data Analytics Consultant
13 7 (6.93%) Big Data Developer
14 6 (5.94%) Data Warehouse Architect
14 6 (5.94%) Scala Developer
14 6 (5.94%) SQL Developer
15 5 (4.95%) Big Data Consultant
15 5 (4.95%) Lead Developer
15 5 (4.95%) Lead Java Developer
15 5 (4.95%) Senior Developer
Libraries, Frameworks & Software Standards
1 9 (8.91%) Node.js
2 6 (5.94%) J2EE
2 6 (5.94%) React
2 6 (5.94%) RESTful
2 6 (5.94%) XML
3 5 (4.95%) Web Services
4 4 (3.96%) .NET
4 4 (3.96%) Spring
5 3 (2.97%) JSON
6 2 (1.98%) AngularJS
6 2 (1.98%) Apache Flex
6 2 (1.98%) CSS
6 2 (1.98%) EJB
6 2 (1.98%) Grails
6 2 (1.98%) Hibernate
6 2 (1.98%) HTML
6 2 (1.98%) Java EE
6 2 (1.98%) JPA
6 2 (1.98%) Kafka
6 2 (1.98%) RabbitMQ
Miscellaneous
1 19 (18.81%) Analytical Skills
2 17 (16.83%) Visualisation
3 16 (15.84%) Data Integration
4 12 (11.88%) Credit Risk
5 8 (7.92%) Computer Science
6 7 (6.93%) Statistics
7 6 (5.94%) Virtual Team
8 5 (4.95%) Internet of Things
9 4 (3.96%) iPad
10 3 (2.97%) Data Centre
10 3 (2.97%) Mathematics
11 2 (1.98%) Algorithms
11 2 (1.98%) Data Structures
11 2 (1.98%) Physics
12 1 (0.99%) Applied Mathematics
12 1 (0.99%) Blockchain
12 1 (0.99%) Clustering
12 1 (0.99%) Replication
12 1 (0.99%) RIA
Operating Systems
1 4 (3.96%) Linux
Processes & Methodologies
1 66 (65.35%) Business Intelligence
2 37 (36.63%) Analytics
3 36 (35.64%) ETL
4 29 (28.71%) Data Modelling
5 23 (22.77%) Agile Software Development
6 21 (20.79%) Data Management
7 17 (16.83%) Data Analytics
8 16 (15.84%) Continuous Improvement
9 14 (13.86%) Business Analytics
10 13 (12.87%) Data Visualisation
11 12 (11.88%) Business Development
11 12 (11.88%) Stakeholder Management
12 10 (9.90%) Predictive Analytics
13 9 (8.91%) Software Engineering
14 8 (7.92%) Mentoring
15 7 (6.93%) Enterprise Architecture
15 7 (6.93%) Machine Learning
15 7 (6.93%) TDD
16 6 (5.94%) Kimball Methodology
16 6 (5.94%) Scrum
Programming Languages
1 33 (32.67%) SQL
2 29 (28.71%) Python
3 22 (21.78%) Java
4 14 (13.86%) C#
4 14 (13.86%) Scala
5 13 (12.87%) JavaScript
6 12 (11.88%) Data Analysis Expressions (DAX)
7 10 (9.90%) T-SQL
8 5 (4.95%) C
8 5 (4.95%) Ruby
9 3 (2.97%) Go
10 2 (1.98%) Bash Shell
10 2 (1.98%) Perl
10 2 (1.98%) R
10 2 (1.98%) Shell Script
10 2 (1.98%) VBA
11 1 (0.99%) C++
11 1 (0.99%) PHP
11 1 (0.99%) PL/SQL
Qualifications
1 7 (6.93%) Degree
2 2 (1.98%) PhD
System Software
1 6 (5.94%) Apache Flume
2 3 (2.97%) HDFS
2 3 (2.97%) VMware Infrastructure
3 1 (0.99%) Apache ZooKeeper
3 1 (0.99%) Docker
Systems Management
1 6 (5.94%) Puppet
2 5 (4.95%) Opscode Chef
3 3 (2.97%) Icinga
3 3 (2.97%) Oozie
3 3 (2.97%) vRealize
4 2 (1.98%) Ansible
4 2 (1.98%) Salt
5 1 (0.99%) Ambari
5 1 (0.99%) Terraform
Vendors
1 29 (28.71%) Oracle
2 24 (23.76%) Microsoft
3 17 (16.83%) Splunk
4 15 (14.85%) Tableau
5 6 (5.94%) Cloudera
6 3 (2.97%) Cisco
6 3 (2.97%) Dell
6 3 (2.97%) EMC
6 3 (2.97%) ServiceNow
6 3 (2.97%) VMware
7 2 (1.98%) Google
8 1 (0.99%) F5
8 1 (0.99%) Red Hat
8 1 (0.99%) SaltStack
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