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 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
Yorkshire / West Yorkshire
Rank 160 113 137
Rank change year-on-year
-47 +24
Permanent jobs citing Big Data 28 94 88
As % of all permanent IT jobs located in West Yorkshire 0.78% 2.14% 1.77%
As % of the Database & Business Intelligence category 2.60% 5.90% 5.50%
Number of salaries quoted 26 56 67
Median salary £62,500 £56,500 £45,000
Median salary % change year-on-year
+10.61% +25.55%
90% offered a salary of more than £38,750 £42,500 £35,000
10% offered a salary of more than £85,000 £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 West Yorkshire region.

Database & Business Intelligence Category
West Yorkshire
Permanent IT job ads with a match in the
Database & Business Intelligence category
1078 1593 1601
As % of all permanent IT jobs located in West Yorkshire 30.17% 36.21% 32.12%
Number of salaries quoted 959 1297 1355
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 £29,000
10% offered a salary of more than £55,000 £50,000 £60,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 27 February 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 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
Leeds -37 21 £62,500 +7.75% 7
Bradford - 3 £85,000 -
Hebden Bridge - 2 £52,500 -
Big Data
Yorkshire

Big Data
Top 30 Related IT Skills in West 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 West Yorkshire region with a requirement for Big Data.

1 46 (56.10%) Business Intelligence
2 36 (43.90%) Hadoop
3 31 (37.80%) Analytics
4 30 (36.59%) SQL
5 26 (31.71%) SQL Server
5 26 (31.71%) ETL
6 25 (30.49%) Java
7 24 (29.27%) Agile Software Development
8 20 (24.39%) Data Management
8 20 (24.39%) Data Modelling
9 19 (23.17%) Python
9 19 (23.17%) Microsoft Azure
10 18 (21.95%) NoSQL
10 18 (21.95%) Oracle
11 17 (20.73%) Microsoft
11 17 (20.73%) Stakeholder Management
12 16 (19.51%) SQL Server Analysis Services
13 15 (18.29%) MySQL
13 15 (18.29%) SQL Server 2016
14 14 (17.07%) SQL Server 2014
14 14 (17.07%) JavaScript
14 14 (17.07%) Data Warehouse
14 14 (17.07%) Amazon AWS
14 14 (17.07%) Machine Learning
15 13 (15.85%) Business Analytics
15 13 (15.85%) Apache Spark
15 13 (15.85%) Splunk
15 13 (15.85%) Finance
15 13 (15.85%) XML
16 12 (14.63%) C#

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 13 (15.85%) Apache Spark
2 7 (8.54%) SAS
3 5 (6.10%) Apache
3 5 (6.10%) Tomcat
4 2 (2.44%) Apache Solr
4 2 (2.44%) Elasticsearch
4 2 (2.44%) JBoss
4 2 (2.44%) Jetty
4 2 (2.44%) OpenStack
4 2 (2.44%) Oracle SOA Suite
4 2 (2.44%) WebLogic
4 2 (2.44%) WebSphere
5 1 (1.22%) Apache Pig
Applications
1 7 (8.54%) MS Excel
1 7 (8.54%) SPSS
2 3 (3.66%) MS PowerPoint
3 2 (2.44%) MS Office
Business Applications
1 2 (2.44%) Oracle EBS
Cloud Services
1 19 (23.17%) Microsoft Azure
2 14 (17.07%) Amazon AWS
3 1 (1.22%) Google Cloud Platform
3 1 (1.22%) PaaS
3 1 (1.22%) SaaS
Communications & Networking
1 2 (2.44%) Internet
2 1 (1.22%) BGP
2 1 (1.22%) DNS
2 1 (1.22%) HTTP
2 1 (1.22%) Network Security
Database & Business Intelligence
1 36 (43.90%) Hadoop
2 26 (31.71%) SQL Server
3 18 (21.95%) NoSQL
4 16 (19.51%) SQL Server Analysis Services
5 15 (18.29%) MySQL
5 15 (18.29%) SQL Server 2016
6 14 (17.07%) Data Warehouse
6 14 (17.07%) SQL Server 2014
7 12 (14.63%) RDBMS
7 12 (14.63%) Relational Database
8 11 (13.41%) OLAP
9 9 (10.98%) OLAP Cube
9 9 (10.98%) SQL Server 2012
10 8 (9.76%) Apache Hive
10 8 (9.76%) SQL Server Reporting Services
11 7 (8.54%) Oracle Database
11 7 (8.54%) SQL Server Integration Services
12 3 (3.66%) BusinessObjects
12 3 (3.66%) Data Mining
12 3 (3.66%) MongoDB
Development Applications
1 4 (4.88%) Git (software)
2 3 (3.66%) Maven
3 2 (2.44%) Gradle
4 1 (1.22%) Jenkins
General
1 13 (15.85%) Finance
2 12 (14.63%) Retail
3 9 (10.98%) Banking
4 4 (4.88%) Marketing
5 1 (1.22%) Law
Job Titles
1 30 (36.59%) Developer
2 14 (17.07%) Business Intelligence Developer
3 13 (15.85%) Java Developer
4 12 (14.63%) ETL Developer
5 11 (13.41%) Consultant
6 10 (12.20%) Architect
7 8 (9.76%) Analyst
8 7 (8.54%) Big Data Developer
8 7 (8.54%) Business Consultant
8 7 (8.54%) Business Intelligence Consultant
8 7 (8.54%) Head of Business Intelligence
8 7 (8.54%) Senior Developer
9 6 (7.32%) Data Consultant
9 6 (7.32%) Head of Analytics
10 5 (6.10%) Analytics Consultant
10 5 (6.10%) Data Analytics Consultant
10 5 (6.10%) Scala Developer
11 4 (4.88%) Senior Java Developer
11 4 (4.88%) SQL Developer
11 4 (4.88%) Technical Leader
Libraries, Frameworks & Software Standards
1 13 (15.85%) XML
2 9 (10.98%) Node.js
2 9 (10.98%) React
3 6 (7.32%) HTML
3 6 (7.32%) J2EE
3 6 (7.32%) Web Services
4 5 (6.10%) Spring
5 4 (4.88%) RESTful
6 3 (3.66%) .NET
6 3 (3.66%) CSS
6 3 (3.66%) CSS3
6 3 (3.66%) HTML5
6 3 (3.66%) JSP
6 3 (3.66%) REST
7 2 (2.44%) AngularJS
7 2 (2.44%) Grails
7 2 (2.44%) Kafka
7 2 (2.44%) RabbitMQ
7 2 (2.44%) Redux
8 1 (1.22%) Play Framework
Miscellaneous
1 11 (13.41%) Analytical Skills
2 7 (8.54%) Credit Risk
3 5 (6.10%) Computer Science
4 4 (4.88%) iPad
5 3 (3.66%) Algorithms
5 3 (3.66%) Data Centre
5 3 (3.66%) Data Structures
6 2 (2.44%) Virtual Team
7 1 (1.22%) Clustering
7 1 (1.22%) Internet of Things
7 1 (1.22%) RIA
Operating Systems
1 4 (4.88%) Linux
2 3 (3.66%) Unix
2 3 (3.66%) Windows
Processes & Methodologies
1 46 (56.10%) Business Intelligence
2 31 (37.80%) Analytics
3 26 (31.71%) ETL
4 24 (29.27%) Agile Software Development
5 20 (24.39%) Data Management
5 20 (24.39%) Data Modelling
6 17 (20.73%) Stakeholder Management
7 14 (17.07%) Machine Learning
8 13 (15.85%) Business Analytics
9 12 (14.63%) Continuous Improvement
10 10 (12.20%) Software Engineering
11 9 (10.98%) Data Analytics
11 9 (10.98%) Data Integration
12 8 (9.76%) Master Data Management
12 8 (9.76%) Statistics
13 7 (8.54%) Business Development
13 7 (8.54%) DevOps
13 7 (8.54%) Predictive Analytics
13 7 (8.54%) Visualisation
14 6 (7.32%) Mentoring
Programming Languages
1 30 (36.59%) SQL
2 25 (30.49%) Java
3 19 (23.17%) Python
4 14 (17.07%) JavaScript
5 12 (14.63%) C#
6 10 (12.20%) Scala
7 8 (9.76%) C
7 8 (9.76%) Data Analysis Expressions (DAX)
8 7 (8.54%) T-SQL
9 3 (3.66%) Go
9 3 (3.66%) R
9 3 (3.66%) VBA
10 2 (2.44%) Bash Shell
10 2 (2.44%) Perl
10 2 (2.44%) Shell Script
11 1 (1.22%) C++
11 1 (1.22%) PHP
11 1 (1.22%) PL/SQL
11 1 (1.22%) Ruby
Qualifications
1 3 (3.66%) Degree
1 3 (3.66%) PhD
Quality Assurance & Compliance
1 7 (8.54%) IFRS
1 7 (8.54%) IFRS 9
System Software
1 3 (3.66%) Apache Flume
1 3 (3.66%) VMware Infrastructure
2 2 (2.44%) HDFS
3 1 (1.22%) Apache ZooKeeper
3 1 (1.22%) Docker
Systems Management
1 6 (7.32%) Puppet
2 5 (6.10%) Opscode Chef
3 3 (3.66%) Icinga
3 3 (3.66%) vRealize
4 2 (2.44%) Ansible
4 2 (2.44%) Oozie
4 2 (2.44%) Salt
5 1 (1.22%) Terraform
Vendors
1 18 (21.95%) Oracle
2 17 (20.73%) Microsoft
3 13 (15.85%) Splunk
4 11 (13.41%) Tableau
5 3 (3.66%) Cisco
5 3 (3.66%) Dell
5 3 (3.66%) EMC
5 3 (3.66%) ServiceNow
5 3 (3.66%) VMware
6 2 (2.44%) Cloudera
6 2 (2.44%) Google
7 1 (1.22%) F5
7 1 (1.22%) Red Hat
7 1 (1.22%) SaltStack
Leeds
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Salary: Highly competitive
Posted: 6 hours ago
Leeds, West Yorkshire
Engage PSG
Salary: £65000 - £75000 per annum + pension, healthcare
Posted: 5 days ago
Leeds, West Yorkshire
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Salary: £35000 - £55000 per annum + Bonus+HC+Pension+More
Posted: 3 days ago
West Yorkshire
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Salary: £60000 - £75000 per annum + Generous bonus and benefits package
Posted: 6 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Salary: Excellent + Free SkyQ + loads more!
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Leeds
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Salary: Competitive + Benefits
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Leeds
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Salary: £30000 - £45000 per annum + Bonus
Posted: 25 days ago