The table below looks at the statistics for Big Data skills in IT jobs advertised for the Leeds region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 124 139 164
Rank change year-on-year
+15 +25
Permanent jobs citing Big Data 37 49 21
As % of all permanent IT jobs located in Leeds 1.38% 1.46% 0.58%
As % of the Database & Business Intelligence category 4.25% 3.98% 1.93%
Number of salaries quoted 32 34 21
Median salary £50,000 £47,500 £42,500
Median salary % change year-on-year
+5.26% +11.76%
90% offered a salary of more than £38,542 £37,500 £32,500
10% offered a salary of more than £64,000 £64,250 £80,000
UK excluding London median salary £54,000 £50,000 £47,500
% change year-on-year
+8.00% +5.26%
Big Data
West 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 Leeds region.

Database & Business Intelligence Category
Leeds
Permanent IT job ads with a match in the
Database & Business Intelligence category
870 1230 1089
As % of all permanent IT jobs located in Leeds 32.44% 36.53% 30.26%
Number of salaries quoted 803 980 846
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 £31,150 £27,500
10% offered a salary of more than £55,000 £55,000 £57,000
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 Leeds

The demand trend of job ads across the Leeds 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 Leeds

Big Data
Salary Trend in Leeds

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

Big Data Salary Trend in Leeds

Big Data
Salary Histogram in Leeds

This chart provides a salary histogram for IT jobs citing Big Data across the Leeds region over the 3 months to 8 December 2016.

Big Data Salary Histogram in Leeds

Big Data
Top 30 Related IT Skills in Leeds

For the 6 months to 8 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 Leeds region with a requirement for Big Data.

1 55 (67.90%) Business Intelligence
2 48 (59.26%) Hadoop
3 40 (49.38%) SQL Server
4 35 (43.21%) ETL
5 33 (40.74%) Data Modelling
6 32 (39.51%) SQL
7 30 (37.04%) Analytics
8 27 (33.33%) Python
9 23 (28.40%) Microsoft
9 23 (28.40%) Data Management
10 22 (27.16%) Agile Software Development
10 22 (27.16%) SQL Server Analysis Services
11 20 (24.69%) Data Integration
11 20 (24.69%) Oracle
11 20 (24.69%) Microsoft Azure
11 20 (24.69%) NoSQL
12 19 (23.46%) SQL Server 2014
12 19 (23.46%) SQL Server 2016
13 18 (22.22%) Retail
13 18 (22.22%) Java
14 17 (20.99%) MySQL
14 17 (20.99%) Apache Spark
14 17 (20.99%) Scala
14 17 (20.99%) Splunk
15 16 (19.75%) Continuous Improvement
16 15 (18.52%) Tableau
16 15 (18.52%) Analytical Skills
17 14 (17.28%) Banking
17 14 (17.28%) OLAP
17 14 (17.28%) OLAP Cube

Big Data
Top Related IT Skills in Leeds 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 17 (20.99%) Apache Spark
2 13 (16.05%) SAS
3 3 (3.70%) Apache
3 3 (3.70%) Apache Solr
4 2 (2.47%) Apache Pig
4 2 (2.47%) Elasticsearch
4 2 (2.47%) JBoss
4 2 (2.47%) Jetty
4 2 (2.47%) OpenStack
4 2 (2.47%) Tomcat
4 2 (2.47%) WebLogic
4 2 (2.47%) WebSphere
Applications
1 12 (14.81%) SPSS
2 8 (9.88%) MS Excel
3 3 (3.70%) MS PowerPoint
4 2 (2.47%) MS Office
Cloud Services
1 20 (24.69%) Microsoft Azure
2 9 (11.11%) Amazon AWS
3 1 (1.23%) SaaS
Communications & Networking
1 2 (2.47%) BGP
1 2 (2.47%) DNS
1 2 (2.47%) HTTP
1 2 (2.47%) Internet
1 2 (2.47%) Network Security
Database & Business Intelligence
1 48 (59.26%) Hadoop
2 40 (49.38%) SQL Server
3 22 (27.16%) SQL Server Analysis Services
4 20 (24.69%) NoSQL
5 19 (23.46%) SQL Server 2014
5 19 (23.46%) SQL Server 2016
6 17 (20.99%) MySQL
7 14 (17.28%) OLAP
7 14 (17.28%) OLAP Cube
7 14 (17.28%) SQL Server 2012
8 12 (14.81%) Relational Database
9 11 (13.58%) Data Warehouse
10 10 (12.35%) Oracle Database
10 10 (12.35%) RDBMS
10 10 (12.35%) SQL Server Integration Services
11 9 (11.11%) Apache Hive
11 9 (11.11%) SQL Server Reporting Services
12 3 (3.70%) BusinessObjects
12 3 (3.70%) Data Mining
12 3 (3.70%) HBase
Development Applications
1 3 (3.70%) Maven
2 2 (2.47%) Gradle
3 1 (1.23%) Jenkins
General
1 18 (22.22%) Retail
2 14 (17.28%) Banking
3 9 (11.11%) Finance
4 3 (3.70%) Marketing
Job Titles
1 39 (48.15%) Developer
2 21 (25.93%) Business Intelligence Developer
3 19 (23.46%) ETL Developer
4 15 (18.52%) Java Developer
5 12 (14.81%) Business Consultant
5 12 (14.81%) Business Intelligence Consultant
5 12 (14.81%) Consultant
6 10 (12.35%) Architect
7 9 (11.11%) Analytics Consultant
8 8 (9.88%) Data Analytics Consultant
8 8 (9.88%) Data Consultant
8 8 (9.88%) Java Software Developer
8 8 (9.88%) Lead Developer
8 8 (9.88%) Lead Java Developer
8 8 (9.88%) Lead Software Developer
8 8 (9.88%) Software Developer
9 6 (7.41%) Big Data Developer
9 6 (7.41%) Data Architect
9 6 (7.41%) Scala Developer
9 6 (7.41%) SQL Developer
Libraries, Frameworks & Software Standards
1 14 (17.28%) Node.js
2 6 (7.41%) React
3 4 (4.94%) J2EE
3 4 (4.94%) RESTful
3 4 (4.94%) Web Services
4 3 (3.70%) RabbitMQ
5 2 (2.47%) .NET
5 2 (2.47%) AngularJS
5 2 (2.47%) Grails
5 2 (2.47%) Kafka
5 2 (2.47%) LAMP
5 2 (2.47%) Redux
5 2 (2.47%) Spring
5 2 (2.47%) XML
6 1 (1.23%) Apache Avro
6 1 (1.23%) JSON
6 1 (1.23%) Play Framework
Miscellaneous
1 20 (24.69%) Data Integration
2 15 (18.52%) Analytical Skills
3 13 (16.05%) Credit Risk
3 13 (16.05%) Visualisation
4 5 (6.17%) Statistics
5 4 (4.94%) iPad
6 2 (2.47%) Clustering
6 2 (2.47%) RIA
7 1 (1.23%) Algorithms
7 1 (1.23%) Blockchain
7 1 (1.23%) Computer Science
7 1 (1.23%) Data Structures
7 1 (1.23%) Mathematics
7 1 (1.23%) Physics
7 1 (1.23%) Replication
Operating Systems
1 2 (2.47%) Linux
Processes & Methodologies
1 55 (67.90%) Business Intelligence
2 35 (43.21%) ETL
3 33 (40.74%) Data Modelling
4 30 (37.04%) Analytics
5 23 (28.40%) Data Management
6 22 (27.16%) Agile Software Development
7 16 (19.75%) Continuous Improvement
8 13 (16.05%) Data Analytics
9 12 (14.81%) Business Analytics
9 12 (14.81%) Business Development
10 10 (12.35%) Predictive Analytics
11 8 (9.88%) Data Visualisation
12 6 (7.41%) High Availability
12 6 (7.41%) Kimball Methodology
12 6 (7.41%) Machine Learning
12 6 (7.41%) Scrum
13 5 (6.17%) CRM
13 5 (6.17%) DevOps
13 5 (6.17%) Inmon Methodology
13 5 (6.17%) TDD
Programming Languages
1 32 (39.51%) SQL
2 27 (33.33%) Python
3 18 (22.22%) Java
4 17 (20.99%) Scala
5 13 (16.05%) C#
6 12 (14.81%) Data Analysis Expressions (DAX)
7 10 (12.35%) T-SQL
8 6 (7.41%) JavaScript
9 3 (3.70%) C
9 3 (3.70%) Go
10 2 (2.47%) Bash Shell
10 2 (2.47%) Perl
10 2 (2.47%) PHP
10 2 (2.47%) Shell Script
11 1 (1.23%) C++
11 1 (1.23%) PL/SQL
11 1 (1.23%) R
11 1 (1.23%) VBA
Qualifications
1 2 (2.47%) Degree
2 1 (1.23%) PhD
System Software
1 10 (12.35%) Apache Flume
2 3 (3.70%) HDFS
3 2 (2.47%) Hyper-V
3 2 (2.47%) VMware Infrastructure
4 1 (1.23%) Apache ZooKeeper
4 1 (1.23%) Docker
Systems Management
1 3 (3.70%) Oozie
1 3 (3.70%) Puppet
2 2 (2.47%) Ansible
2 2 (2.47%) Opscode Chef
2 2 (2.47%) Salt
3 1 (1.23%) Ambari
3 1 (1.23%) Terraform
Vendors
1 23 (28.40%) Microsoft
2 20 (24.69%) Oracle
3 17 (20.99%) Splunk
4 15 (18.52%) Tableau
5 10 (12.35%) Cloudera
6 2 (2.47%) F5
6 2 (2.47%) Sybase
6 2 (2.47%) VMware
7 1 (1.23%) Google
7 1 (1.23%) Red Hat
7 1 (1.23%) SaltStack
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Salary: £35000 - £85000 per annum + Negotiable
Posted: 7 hours ago
Leeds, Yorkshire
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Salary: BENS
Posted: Yesterday
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