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 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Big Data
Rank 135 100 102
Rank change year-on-year
-35 +2
Permanent jobs citing Big Data 20 81 87
As % of all permanent IT jobs located in Leeds 0.77% 2.38% 2.43%
As % of the Database & Business Intelligence category 2.55% 6.28% 7.33%
Number of salaries quoted 19 50 69
Median salary £62,500 £59,000 £45,000
Median salary % change year-on-year
+5.93% +31.11%
90% offered a salary of more than £35,000 £42,500 £35,000
10% offered a salary of more than £88,000 £70,000 £61,215
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -

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
783 1289 1187
As % of all permanent IT jobs located in Leeds 30.06% 37.80% 33.15%
Number of salaries quoted 702 1047 990
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 £31,000 £28,500
10% offered a salary of more than £55,000 £52,500 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 19 February 2017.

Big Data Salary Histogram in Leeds

Big Data
Top 30 Related IT Skills in Leeds

For the 6 months to 19 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 Leeds region with a requirement for Big Data.

1 41 (58.57%) Business Intelligence
2 38 (54.29%) Hadoop
3 32 (45.71%) SQL
4 29 (41.43%) SQL Server
4 29 (41.43%) ETL
5 27 (38.57%) Analytics
6 25 (35.71%) Agile Software Development
7 23 (32.86%) Data Modelling
8 20 (28.57%) Microsoft Azure
9 19 (27.14%) SQL Server Analysis Services
9 19 (27.14%) Python
9 19 (27.14%) Microsoft
10 18 (25.71%) Java
10 18 (25.71%) Data Management
10 18 (25.71%) NoSQL
11 16 (22.86%) SQL Server 2014
11 16 (22.86%) SQL Server 2016
12 14 (20.00%) MySQL
12 14 (20.00%) Oracle
12 14 (20.00%) Splunk
13 13 (18.57%) Continuous Improvement
14 12 (17.14%) Tableau
14 12 (17.14%) Business Analytics
14 12 (17.14%) Machine Learning
14 12 (17.14%) Amazon AWS
14 12 (17.14%) Apache Spark
14 12 (17.14%) JavaScript
14 12 (17.14%) C#
14 12 (17.14%) OLAP
14 12 (17.14%) Retail

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 12 (17.14%) Apache Spark
2 8 (11.43%) SAS
3 5 (7.14%) Apache
3 5 (7.14%) Tomcat
4 2 (2.86%) Apache Pig
4 2 (2.86%) Apache Solr
4 2 (2.86%) Elasticsearch
4 2 (2.86%) JBoss
4 2 (2.86%) Jetty
4 2 (2.86%) OpenStack
4 2 (2.86%) WebLogic
4 2 (2.86%) WebSphere
Applications
1 8 (11.43%) MS Excel
1 8 (11.43%) SPSS
2 3 (4.29%) MS PowerPoint
3 2 (2.86%) MS Office
Cloud Services
1 20 (28.57%) Microsoft Azure
2 12 (17.14%) Amazon AWS
3 1 (1.43%) SaaS
Communications & Networking
1 1 (1.43%) BGP
1 1 (1.43%) DNS
1 1 (1.43%) HTTP
1 1 (1.43%) Internet
1 1 (1.43%) Network Security
Database & Business Intelligence
1 38 (54.29%) Hadoop
2 29 (41.43%) SQL Server
3 19 (27.14%) SQL Server Analysis Services
4 18 (25.71%) NoSQL
5 16 (22.86%) SQL Server 2014
5 16 (22.86%) SQL Server 2016
6 14 (20.00%) MySQL
7 12 (17.14%) OLAP
8 11 (15.71%) OLAP Cube
8 11 (15.71%) SQL Server 2012
9 10 (14.29%) RDBMS
9 10 (14.29%) Relational Database
10 8 (11.43%) Apache Hive
10 8 (11.43%) Data Warehouse
10 8 (11.43%) Oracle Database
10 8 (11.43%) SQL Server Integration Services
11 7 (10.00%) SQL Server Reporting Services
12 3 (4.29%) BusinessObjects
12 3 (4.29%) Data Mining
12 3 (4.29%) HBase
Development Applications
1 3 (4.29%) Maven
2 2 (2.86%) Git (software)
2 2 (2.86%) Gradle
3 1 (1.43%) Jenkins
General
1 12 (17.14%) Retail
2 10 (14.29%) Banking
2 10 (14.29%) Finance
3 2 (2.86%) Marketing
4 1 (1.43%) Law
Job Titles
1 29 (41.43%) Developer
2 16 (22.86%) Business Intelligence Developer
3 14 (20.00%) ETL Developer
4 11 (15.71%) Consultant
5 10 (14.29%) Java Developer
6 8 (11.43%) Analyst
6 8 (11.43%) Business Consultant
6 8 (11.43%) Business Intelligence Consultant
7 6 (8.57%) Analytics Consultant
7 6 (8.57%) Big Data Developer
7 6 (8.57%) Data Analytics Consultant
7 6 (8.57%) Data Consultant
7 6 (8.57%) Head of Analytics
7 6 (8.57%) Scala Developer
7 6 (8.57%) Senior Developer
8 5 (7.14%) Architect
8 5 (7.14%) Head of Business Intelligence
9 4 (5.71%) Java Scala Developer
9 4 (5.71%) SQL Developer
10 3 (4.29%) Virtualisation Infrastructure Consultant
Libraries, Frameworks & Software Standards
1 8 (11.43%) Node.js
1 8 (11.43%) React
2 6 (8.57%) XML
3 5 (7.14%) HTML
3 5 (7.14%) Web Services
4 4 (5.71%) J2EE
4 4 (5.71%) RESTful
4 4 (5.71%) Spring
5 3 (4.29%) JSP
6 2 (2.86%) AngularJS
6 2 (2.86%) CSS
6 2 (2.86%) CSS3
6 2 (2.86%) Grails
6 2 (2.86%) HTML5
6 2 (2.86%) Kafka
6 2 (2.86%) RabbitMQ
6 2 (2.86%) Redux
6 2 (2.86%) REST
7 1 (1.43%) .NET
7 1 (1.43%) Play Framework
Miscellaneous
1 11 (15.71%) Analytical Skills
2 10 (14.29%) Data Integration
3 8 (11.43%) Credit Risk
3 8 (11.43%) Visualisation
4 7 (10.00%) Statistics
5 4 (5.71%) iPad
6 3 (4.29%) Algorithms
6 3 (4.29%) Computer Science
6 3 (4.29%) Data Centre
6 3 (4.29%) Data Structures
6 3 (4.29%) Mathematics
6 3 (4.29%) Physics
7 1 (1.43%) Blockchain
7 1 (1.43%) Clustering
7 1 (1.43%) Replication
7 1 (1.43%) RIA
Operating Systems
1 4 (5.71%) Linux
2 3 (4.29%) Unix
2 3 (4.29%) Windows
Processes & Methodologies
1 41 (58.57%) Business Intelligence
2 29 (41.43%) ETL
3 27 (38.57%) Analytics
4 25 (35.71%) Agile Software Development
5 23 (32.86%) Data Modelling
6 18 (25.71%) Data Management
7 13 (18.57%) Continuous Improvement
8 12 (17.14%) Business Analytics
8 12 (17.14%) Machine Learning
9 9 (12.86%) Data Analytics
10 8 (11.43%) Business Development
10 8 (11.43%) Predictive Analytics
11 7 (10.00%) DevOps
11 7 (10.00%) Stakeholder Management
12 6 (8.57%) Kimball Methodology
12 6 (8.57%) Master Data Management
12 6 (8.57%) Scrum
13 5 (7.14%) High Availability
13 5 (7.14%) Inmon Methodology
13 5 (7.14%) Risk Analytics
Programming Languages
1 32 (45.71%) SQL
2 19 (27.14%) Python
3 18 (25.71%) Java
4 12 (17.14%) C#
4 12 (17.14%) JavaScript
5 11 (15.71%) Scala
6 9 (12.86%) Data Analysis Expressions (DAX)
7 8 (11.43%) T-SQL
8 6 (8.57%) C
9 3 (4.29%) Go
9 3 (4.29%) R
9 3 (4.29%) VBA
10 2 (2.86%) Bash Shell
10 2 (2.86%) Perl
10 2 (2.86%) Shell Script
11 1 (1.43%) C++
11 1 (1.43%) PHP
11 1 (1.43%) PL/SQL
Qualifications
1 3 (4.29%) PhD
2 2 (2.86%) Degree
Quality Assurance & Compliance
1 8 (11.43%) IFRS
1 8 (11.43%) IFRS 9
System Software
1 3 (4.29%) Apache Flume
1 3 (4.29%) HDFS
1 3 (4.29%) VMware Infrastructure
2 1 (1.43%) Apache ZooKeeper
2 1 (1.43%) Docker
Systems Management
1 6 (8.57%) Puppet
2 5 (7.14%) Opscode Chef
3 3 (4.29%) Icinga
3 3 (4.29%) vRealize
4 2 (2.86%) Ansible
4 2 (2.86%) Oozie
4 2 (2.86%) Salt
5 1 (1.43%) Terraform
Vendors
1 19 (27.14%) Microsoft
2 14 (20.00%) Oracle
2 14 (20.00%) Splunk
3 12 (17.14%) Tableau
4 3 (4.29%) Cisco
4 3 (4.29%) Dell
4 3 (4.29%) EMC
4 3 (4.29%) ServiceNow
4 3 (4.29%) VMware
5 2 (2.86%) Cloudera
6 1 (1.43%) F5
6 1 (1.43%) Google
6 1 (1.43%) Red Hat
6 1 (1.43%) SaltStack
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