The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Big Data
Rank 122 77 121
Rank change year-on-year -45 +44  
Permanent jobs citing Big Data 36 105 66
As % of all permanent IT jobs advertised in Leeds 1.40% 3.21% 1.81%
As % of the Database & Business Intelligence category 4.42% 8.66% 5.54%
Number of salaries quoted 33 64 44
Median salary £55,000 £55,000 £55,000
90% offered a salary of more than £36,500 £42,500 £35,000
10% offered a salary of more than £70,000 £70,000 £61,215
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Leeds with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Leeds
Permanent job vacancies with a requirement for database and business intelligence skills 815 1212 1191
As % of all permanent IT job vacancies advertised in Leeds 31.71% 37.02% 32.70%
Number of salaries quoted 735 979 989
Median salary £42,500 £40,000 £38,500
Median salary % change year-on-year +6.25% +3.89%  
90% offered a salary of more than £30,000 £32,500 £29,500
10% offered a salary of more than £55,000 £52,500 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Leeds

The job posting trend of jobs advertised in Leeds citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data 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 in Leeds.

Salary trend for Big Data in Leeds

Big Data
Salary Histogram in Leeds

The salary distribution of IT jobs citing Big Data in Leeds over the 3 months to 23 March 2017.

Salary histogram for Big Data in Leeds

Big Data
Top 30 Related IT Skills in Leeds

For the 6 months to 23 March 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 35 (52.24%) SQL
1 35 (52.24%) Business Intelligence
2 26 (38.81%) Java
2 26 (38.81%) Agile Software Development
2 26 (38.81%) Hadoop
3 24 (35.82%) ETL
4 23 (34.33%) SQL Server
5 21 (31.34%) Analytics
6 20 (29.85%) Microsoft
7 19 (28.36%) SQL Server Analysis Services
7 19 (28.36%) SQL Server 2016
8 18 (26.87%) Data Modelling
9 17 (25.37%) Data Warehouse
10 16 (23.88%) C#
11 15 (22.39%) Microsoft Azure
11 15 (22.39%) Amazon AWS
11 15 (22.39%) SQL Server Integration Services
12 14 (20.90%) JavaScript
12 14 (20.90%) MySQL
13 13 (19.40%) Python
13 13 (19.40%) Data Management
14 12 (17.91%) Apache Spark
14 12 (17.91%) NoSQL
15 11 (16.42%) Machine Learning
15 11 (16.42%) DevOps
16 10 (14.93%) SQL Server 2014
16 10 (14.93%) Splunk
16 10 (14.93%) Data Integration
17 9 (13.43%) Git (software)
17 9 (13.43%) Oracle

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 (17.91%) Apache Spark
2 4 (5.97%) Apache
2 4 (5.97%) Apache Solr
2 4 (5.97%) Elasticsearch
2 4 (5.97%) SAS
3 3 (4.48%) Tomcat
Applications
1 7 (10.45%) MS Excel
2 4 (5.97%) SPSS
3 3 (4.48%) MS PowerPoint
4 2 (2.99%) MS Office
5 1 (1.49%) Adobe Creative Suite
5 1 (1.49%) InVision
Cloud Services
1 15 (22.39%) Amazon AWS
1 15 (22.39%) Microsoft Azure
2 1 (1.49%) Google Analytics
2 1 (1.49%) SaaS
Database & Business Intelligence
1 26 (38.81%) Hadoop
2 23 (34.33%) SQL Server
3 19 (28.36%) SQL Server 2016
3 19 (28.36%) SQL Server Analysis Services
4 17 (25.37%) Data Warehouse
5 15 (22.39%) SQL Server Integration Services
6 14 (20.90%) MySQL
7 12 (17.91%) NoSQL
8 10 (14.93%) SQL Server 2014
9 9 (13.43%) RDBMS
9 9 (13.43%) Relational Database
10 7 (10.45%) Apache Hive
11 6 (8.96%) OLAP
11 6 (8.96%) SQL Server Reporting Services
12 4 (5.97%) OLAP Cube
12 4 (5.97%) Oracle Database
12 4 (5.97%) SQL Server 2012
13 3 (4.48%) BusinessObjects
13 3 (4.48%) Data Mining
14 2 (2.99%) Oracle OLAP
Development Applications
1 9 (13.43%) Git (software)
2 5 (7.46%) Jenkins
3 3 (4.48%) Maven
4 2 (2.99%) Gradle
5 1 (1.49%) Axure RP
General
1 6 (8.96%) Advertising
1 6 (8.96%) Finance
1 6 (8.96%) Games
2 4 (5.97%) Banking
2 4 (5.97%) Retail
3 3 (4.48%) Marketing
4 1 (1.49%) Law
Job Titles
1 29 (43.28%) Developer
2 14 (20.90%) Business Intelligence Developer
3 13 (19.40%) ETL Developer
4 10 (14.93%) Java Developer
5 9 (13.43%) Senior Developer
6 8 (11.94%) Analyst
7 7 (10.45%) Consultant
8 6 (8.96%) Architect
8 6 (8.96%) Head of Analytics
8 6 (8.96%) Senior Java Developer
9 5 (7.46%) Agile Developer
9 5 (7.46%) Agile Java Developer
9 5 (7.46%) DevOps Engineer
9 5 (7.46%) Head of Business Intelligence
9 5 (7.46%) Senior Agile Developer
9 5 (7.46%) Senior Agile Java Developer
10 4 (5.97%) Business Consultant
10 4 (5.97%) Business Intelligence Consultant
10 4 (5.97%) Cloud Architect
10 4 (5.97%) SQL Developer
Libraries, Frameworks & Software Standards
1 9 (13.43%) Node.js
2 8 (11.94%) HTML
2 8 (11.94%) React
2 8 (11.94%) XML
3 7 (10.45%) Spring
3 7 (10.45%) Web Services
4 5 (7.46%) CSS
4 5 (7.46%) CSS3
4 5 (7.46%) HTML5
4 5 (7.46%) REST
5 3 (4.48%) JSP
5 3 (4.48%) RESTful
6 2 (2.99%) Elastic Stack
6 2 (2.99%) Grails
6 2 (2.99%) J2EE
6 2 (2.99%) Kafka
6 2 (2.99%) Lucene
6 2 (2.99%) Redux
7 1 (1.49%) Play Framework
7 1 (1.49%) RabbitMQ
Miscellaneous
1 8 (11.94%) Analytical Skills
2 5 (7.46%) Credit Risk
3 3 (4.48%) Algorithms
3 3 (4.48%) Computer Science
3 3 (4.48%) Data Centre
3 3 (4.48%) Data Structures
3 3 (4.48%) iPad
4 1 (1.49%) User Experience
Operating Systems
1 7 (10.45%) Linux
2 4 (5.97%) Red Hat Enterprise Linux
3 3 (4.48%) Unix
3 3 (4.48%) Windows
Processes & Methodologies
1 35 (52.24%) Business Intelligence
2 26 (38.81%) Agile Software Development
3 24 (35.82%) ETL
4 21 (31.34%) Analytics
5 18 (26.87%) Data Modelling
6 13 (19.40%) Data Management
7 11 (16.42%) DevOps
7 11 (16.42%) Machine Learning
8 10 (14.93%) Data Integration
9 9 (13.43%) Low Latency
10 8 (11.94%) Business Analytics
10 8 (11.94%) Risk Analytics
11 7 (10.45%) Continuous Improvement
11 7 (10.45%) Master Data Management
11 7 (10.45%) Stakeholder Management
12 6 (8.96%) Inmon Methodology
12 6 (8.96%) Kimball Methodology
12 6 (8.96%) Open Source
12 6 (8.96%) Scrum
12 6 (8.96%) SDLC
Programming Languages
1 35 (52.24%) SQL
2 26 (38.81%) Java
3 16 (23.88%) C#
4 14 (20.90%) JavaScript
5 13 (19.40%) Python
6 7 (10.45%) Scala
7 6 (8.96%) C
7 6 (8.96%) T-SQL
8 4 (5.97%) Data Analysis Expressions (DAX)
8 4 (5.97%) Ruby
9 3 (4.48%) R
9 3 (4.48%) VBA
10 2 (2.99%) Shell Script
11 1 (1.49%) C++
11 1 (1.49%) Go
11 1 (1.49%) PL/SQL
Qualifications
1 4 (5.97%) Degree
2 3 (4.48%) PhD
Quality Assurance & Compliance
1 4 (5.97%) IFRS
1 4 (5.97%) IFRS 9
System Software
1 3 (4.48%) VMware Infrastructure
2 2 (2.99%) Apache Flume
3 1 (1.49%) Apache ZooKeeper
3 1 (1.49%) Docker
3 1 (1.49%) HDFS
Systems Management
1 7 (10.45%) Opscode Chef
2 4 (5.97%) Packer
2 4 (5.97%) Puppet
3 3 (4.48%) Icinga
3 3 (4.48%) vRealize
4 2 (2.99%) Kibana
4 2 (2.99%) logstash
4 2 (2.99%) Oozie
5 1 (1.49%) Terraform
Vendors
1 20 (29.85%) Microsoft
2 10 (14.93%) Splunk
3 9 (13.43%) Oracle
4 7 (10.45%) Tableau
4 7 (10.45%) VMware
5 5 (7.46%) Red Hat
6 3 (4.48%) Cisco
6 3 (4.48%) Dell
6 3 (4.48%) EMC
6 3 (4.48%) ServiceNow
7 2 (2.99%) Apple
7 2 (2.99%) Google
8 1 (1.49%) Adobe
8 1 (1.49%) Cloudera
8 1 (1.49%) Omniture
8 1 (1.49%) SaltStack
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