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

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Big Data
Rank 136 112 132
Rank change year-on-year
-24 +20
Permanent jobs citing Big Data 17 70 49
As % of all permanent IT jobs located in Leeds 0.65% 2.16% 1.48%
As % of the Database & Business Intelligence category 2.11% 5.69% 4.66%
Number of salaries quoted 17 34 48
Median salary £62,500 £60,125 £45,000
Median salary % change year-on-year
+3.95% +33.61%
90% offered a salary of more than £35,000 £39,000 £34,250
10% offered a salary of more than £110,000 £70,000 £55,000
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 Leeds region.

Database & Business Intelligence Category
Leeds
Permanent IT job ads with a match in the
Database & Business Intelligence category
807 1231 1051
As % of all permanent IT jobs located in Leeds 30.98% 38.05% 31.73%
Number of salaries quoted 731 981 858
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 £29,500
10% offered a salary of more than £55,000 £55,000 £60,250
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 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 24 January 2017.

Big Data Salary Histogram in Leeds

Big Data
Top 30 Related IT Skills in Leeds

For the 6 months to 24 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 Leeds region with a requirement for Big Data.

1 52 (65.82%) Business Intelligence
2 43 (54.43%) Hadoop
3 38 (48.10%) SQL Server
4 35 (44.30%) ETL
5 32 (40.51%) SQL
6 28 (35.44%) Data Modelling
7 27 (34.18%) Analytics
8 24 (30.38%) Microsoft
8 24 (30.38%) Python
8 24 (30.38%) Agile Software Development
9 23 (29.11%) Microsoft Azure
10 22 (27.85%) SQL Server Analysis Services
10 22 (27.85%) NoSQL
11 20 (25.32%) Data Management
12 19 (24.05%) Oracle
12 19 (24.05%) SQL Server 2014
12 19 (24.05%) SQL Server 2016
13 18 (22.78%) Retail
14 17 (21.52%) Splunk
15 16 (20.25%) Continuous Improvement
16 15 (18.99%) Tableau
16 15 (18.99%) Data Integration
16 15 (18.99%) Analytical Skills
16 15 (18.99%) Java
16 15 (18.99%) C#
17 14 (17.72%) OLAP
17 14 (17.72%) Banking
17 14 (17.72%) OLAP Cube
17 14 (17.72%) Scala
17 14 (17.72%) Business Analytics

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 (15.19%) Apache Spark
1 12 (15.19%) SAS
2 3 (3.80%) Apache Solr
3 2 (2.53%) Apache
3 2 (2.53%) Apache Pig
3 2 (2.53%) Elasticsearch
3 2 (2.53%) JBoss
3 2 (2.53%) Jetty
3 2 (2.53%) OpenStack
3 2 (2.53%) Tomcat
3 2 (2.53%) WebLogic
3 2 (2.53%) WebSphere
Applications
1 12 (15.19%) SPSS
2 10 (12.66%) MS Excel
3 3 (3.80%) MS PowerPoint
4 2 (2.53%) MS Office
Cloud Services
1 23 (29.11%) Microsoft Azure
2 12 (15.19%) Amazon AWS
3 1 (1.27%) SaaS
Communications & Networking
1 1 (1.27%) BGP
1 1 (1.27%) DNS
1 1 (1.27%) HTTP
1 1 (1.27%) Internet
1 1 (1.27%) Network Security
Database & Business Intelligence
1 43 (54.43%) Hadoop
2 38 (48.10%) SQL Server
3 22 (27.85%) NoSQL
3 22 (27.85%) SQL Server Analysis Services
4 19 (24.05%) SQL Server 2014
4 19 (24.05%) SQL Server 2016
5 14 (17.72%) OLAP
5 14 (17.72%) OLAP Cube
5 14 (17.72%) SQL Server 2012
6 11 (13.92%) MySQL
7 10 (12.66%) Oracle Database
7 10 (12.66%) RDBMS
7 10 (12.66%) Relational Database
7 10 (12.66%) SQL Server Integration Services
8 9 (11.39%) Apache Hive
8 9 (11.39%) Data Warehouse
8 9 (11.39%) SQL Server Reporting Services
9 3 (3.80%) BusinessObjects
9 3 (3.80%) Data Mining
9 3 (3.80%) HBase
Development Applications
1 3 (3.80%) Maven
2 2 (2.53%) Gradle
3 1 (1.27%) Jenkins
General
1 18 (22.78%) Retail
2 14 (17.72%) Banking
3 9 (11.39%) Finance
4 2 (2.53%) Marketing
Job Titles
1 34 (43.04%) Developer
2 21 (26.58%) Business Intelligence Developer
3 19 (24.05%) ETL Developer
4 15 (18.99%) Consultant
5 12 (15.19%) Business Consultant
5 12 (15.19%) Business Intelligence Consultant
6 10 (12.66%) Java Developer
7 9 (11.39%) Analytics Consultant
8 8 (10.13%) Architect
8 8 (10.13%) Data Analytics Consultant
8 8 (10.13%) Data Consultant
9 6 (7.59%) Big Data Developer
9 6 (7.59%) Scala Developer
9 6 (7.59%) SQL Developer
10 5 (6.33%) Head of Analytics
11 4 (5.06%) Head of Business Intelligence
11 4 (5.06%) Java Scala Developer
11 4 (5.06%) Senior Developer
11 4 (5.06%) SQL BI Developer
11 4 (5.06%) SSIS Developer
Libraries, Frameworks & Software Standards
1 8 (10.13%) Node.js
2 6 (7.59%) React
3 4 (5.06%) J2EE
3 4 (5.06%) RESTful
4 3 (3.80%) Web Services
5 2 (2.53%) .NET
5 2 (2.53%) AngularJS
5 2 (2.53%) Grails
5 2 (2.53%) Kafka
5 2 (2.53%) RabbitMQ
5 2 (2.53%) Redux
5 2 (2.53%) Spring
6 1 (1.27%) Apache Avro
6 1 (1.27%) JSON
6 1 (1.27%) LAMP
6 1 (1.27%) Play Framework
6 1 (1.27%) XML
Miscellaneous
1 15 (18.99%) Analytical Skills
1 15 (18.99%) Data Integration
2 12 (15.19%) Credit Risk
2 12 (15.19%) Visualisation
3 7 (8.86%) Statistics
4 4 (5.06%) iPad
5 3 (3.80%) Algorithms
5 3 (3.80%) Computer Science
5 3 (3.80%) Data Centre
5 3 (3.80%) Data Structures
5 3 (3.80%) Mathematics
5 3 (3.80%) Physics
6 1 (1.27%) Blockchain
6 1 (1.27%) Clustering
6 1 (1.27%) Replication
6 1 (1.27%) RIA
Operating Systems
1 4 (5.06%) Linux
Processes & Methodologies
1 52 (65.82%) Business Intelligence
2 35 (44.30%) ETL
3 28 (35.44%) Data Modelling
4 27 (34.18%) Analytics
5 24 (30.38%) Agile Software Development
6 20 (25.32%) Data Management
7 16 (20.25%) Continuous Improvement
8 14 (17.72%) Business Analytics
9 12 (15.19%) Business Development
9 12 (15.19%) Data Analytics
10 10 (12.66%) Predictive Analytics
11 8 (10.13%) Data Visualisation
12 7 (8.86%) DevOps
12 7 (8.86%) Machine Learning
13 6 (7.59%) Kimball Methodology
13 6 (7.59%) Scrum
13 6 (7.59%) Stakeholder Management
14 5 (6.33%) CRM
14 5 (6.33%) High Availability
14 5 (6.33%) TDD
Programming Languages
1 32 (40.51%) SQL
2 24 (30.38%) Python
3 15 (18.99%) C#
3 15 (18.99%) Java
4 14 (17.72%) Scala
5 12 (15.19%) Data Analysis Expressions (DAX)
6 10 (12.66%) T-SQL
7 7 (8.86%) JavaScript
8 5 (6.33%) C
9 3 (3.80%) Go
9 3 (3.80%) R
9 3 (3.80%) VBA
10 2 (2.53%) Bash Shell
10 2 (2.53%) Perl
10 2 (2.53%) Shell Script
11 1 (1.27%) C++
11 1 (1.27%) PHP
11 1 (1.27%) PL/SQL
Qualifications
1 3 (3.80%) PhD
2 2 (2.53%) Degree
Quality Assurance & Compliance
1 12 (15.19%) IFRS
1 12 (15.19%) IFRS 9
System Software
1 5 (6.33%) Apache Flume
2 3 (3.80%) HDFS
2 3 (3.80%) VMware Infrastructure
3 1 (1.27%) Apache ZooKeeper
3 1 (1.27%) Docker
Systems Management
1 6 (7.59%) Puppet
2 5 (6.33%) Opscode Chef
3 3 (3.80%) Icinga
3 3 (3.80%) Oozie
3 3 (3.80%) vRealize
4 2 (2.53%) Ansible
4 2 (2.53%) Salt
5 1 (1.27%) Ambari
5 1 (1.27%) Terraform
Vendors
1 24 (30.38%) Microsoft
2 19 (24.05%) Oracle
3 17 (21.52%) Splunk
4 15 (18.99%) Tableau
5 5 (6.33%) Cloudera
6 3 (3.80%) Cisco
6 3 (3.80%) Dell
6 3 (3.80%) EMC
6 3 (3.80%) ServiceNow
6 3 (3.80%) VMware
7 1 (1.27%) F5
7 1 (1.27%) Google
7 1 (1.27%) Red Hat
7 1 (1.27%) SaltStack
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