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 27 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 107 99 151
Rank change year-on-year -8 +52  
Permanent jobs citing Big Data 50 67 27
As % of all permanent IT jobs advertised in Leeds 1.99% 2.32% 0.82%
As % of the Database & Business Intelligence category 6.35% 7.76% 2.43%
Number of salaries quoted 43 45 22
Median salary £47,500 £55,000 £46,250
Median salary % change year-on-year -13.63% +18.91%  
90% offered a salary of more than £45,000 £47,500 £40,500
10% offered a salary of more than £69,000 £71,500 £74,250
UK excluding London median salary £54,000 £55,000 £50,000
% change year-on-year -1.81% +10.00%  

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 788 863 1111
As % of all permanent IT job vacancies advertised in Leeds 31.37% 29.83% 33.77%
Number of salaries quoted 685 696 926
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year +12.50% -  
90% offered a salary of more than £35,000 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

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 27 June 2017.

Salary histogram for Big Data in Leeds

For the 6 months to 27 June 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 53 (59.55%) Java
2 52 (58.43%) SQL
3 46 (51.69%) Agile Software Development
4 37 (41.57%) Business Intelligence
5 36 (40.45%) Data Warehouse
6 35 (39.33%) SQL Server
7 34 (38.20%) Microsoft
8 33 (37.08%) SQL Server Integration Services
8 33 (37.08%) SQL Server Analysis Services
9 32 (35.96%) C#
10 31 (34.83%) SQL Server 2016
11 29 (32.58%) ETL
12 28 (31.46%) Low Latency
13 27 (30.34%) Games
14 26 (29.21%) Hadoop
15 25 (28.09%) Data Integration
15 25 (28.09%) SDLC
16 23 (25.84%) Advertising
17 21 (23.60%) Apache Spark
18 18 (20.22%) Git (software)
18 18 (20.22%) Open Source
19 17 (19.10%) Amazon AWS
19 17 (19.10%) JavaScript
20 16 (17.98%) DevOps
20 16 (17.98%) Analytics
21 14 (15.73%) Node.js
21 14 (15.73%) Opscode Chef
21 14 (15.73%) Data Modelling
21 14 (15.73%) Linux
21 14 (15.73%) VMware

Big Data
Co-occurring 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 21 (23.60%) Apache Spark
2 9 (10.11%) Apache Solr
2 9 (10.11%) Elasticsearch
3 4 (4.49%) Apache
3 4 (4.49%) Tomcat
4 2 (2.25%) SAS
4 2 (2.25%) SharePoint
Applications
1 2 (2.25%) SPSS
2 1 (1.12%) Adobe Creative Suite
2 1 (1.12%) InVision
Cloud Services
1 17 (19.10%) Amazon AWS
2 8 (8.99%) Microsoft Azure
3 2 (2.25%) Cortana Intelligence Suite
4 1 (1.12%) GitHub
4 1 (1.12%) Google Analytics
Database & Business Intelligence
1 36 (40.45%) Data Warehouse
2 35 (39.33%) SQL Server
3 33 (37.08%) SQL Server Analysis Services
3 33 (37.08%) SQL Server Integration Services
4 31 (34.83%) SQL Server 2016
5 26 (29.21%) Hadoop
6 13 (14.61%) MySQL
7 12 (13.48%) NoSQL
8 9 (10.11%) Apache Cassandra
8 9 (10.11%) Couchbase
8 9 (10.11%) MongoDB
8 9 (10.11%) Redis
8 9 (10.11%) Riak
9 8 (8.99%) RDBMS
9 8 (8.99%) Relational Database
10 5 (5.62%) SQL Server Reporting Services
11 4 (4.49%) Data Mining
12 3 (3.37%) Apache Hive
12 3 (3.37%) OLAP
12 3 (3.37%) Oracle OLAP
Development Applications
1 18 (20.22%) Git (software)
2 13 (14.61%) Jenkins
3 1 (1.12%) Axure RP
3 1 (1.12%) Cucumber
3 1 (1.12%) Selenium
3 1 (1.12%) SpecFlow
3 1 (1.12%) WebDriver
General
1 27 (30.34%) Games
2 23 (25.84%) Advertising
3 4 (4.49%) Finance
4 1 (1.12%) Billing
4 1 (1.12%) Law
4 1 (1.12%) Marketing
Job Titles
1 46 (51.69%) Developer
2 26 (29.21%) Business Intelligence Developer
3 24 (26.97%) ETL Developer
4 13 (14.61%) Senior Developer
5 12 (13.48%) DevOps Engineer
6 11 (12.36%) Java Developer
7 7 (7.87%) Senior Business Intelligence Developer
8 6 (6.74%) Agile Developer
8 6 (6.74%) Agile Java Developer
8 6 (6.74%) Architect
8 6 (6.74%) Senior Agile Developer
8 6 (6.74%) Senior Agile Java Developer
8 6 (6.74%) Senior Java Developer
9 5 (5.62%) Analyst
9 5 (5.62%) Consultant
10 4 (4.49%) JavaScript Developer
10 4 (4.49%) Software Engineer
10 4 (4.49%) Technical Analyst
11 3 (3.37%) Development Project Manager
11 3 (3.37%) Digital Project Manager
Libraries, Frameworks & Software Standards
1 14 (15.73%) Node.js
2 10 (11.24%) HTML
2 10 (11.24%) React
2 10 (11.24%) XML
3 9 (10.11%) Elastic Stack
3 9 (10.11%) Lucene
4 6 (6.74%) CSS
4 6 (6.74%) CSS3
4 6 (6.74%) HTML5
4 6 (6.74%) REST
4 6 (6.74%) Spring
4 6 (6.74%) Web Services
5 4 (4.49%) JSP
6 2 (2.25%) JRuby
6 2 (2.25%) Kafka
7 1 (1.12%) Gherkin
Miscellaneous
1 12 (13.48%) Greenfield Project
2 9 (10.11%) Analytical Skills
3 2 (2.25%) Data Centre
4 1 (1.12%) Algorithms
4 1 (1.12%) Computer Science
4 1 (1.12%) Credit Risk
4 1 (1.12%) Data Structures
4 1 (1.12%) User Experience
Operating Systems
1 14 (15.73%) Linux
2 12 (13.48%) Red Hat Enterprise Linux
3 4 (4.49%) Unix
3 4 (4.49%) Windows
Processes & Methodologies
1 46 (51.69%) Agile Software Development
2 37 (41.57%) Business Intelligence
3 29 (32.58%) ETL
4 28 (31.46%) Low Latency
5 25 (28.09%) Data Integration
5 25 (28.09%) SDLC
6 18 (20.22%) Open Source
7 16 (17.98%) Analytics
7 16 (17.98%) DevOps
8 14 (15.73%) Data Modelling
9 12 (13.48%) E-Commerce
9 12 (13.48%) Machine Learning
10 10 (11.24%) Risk Analytics
10 10 (11.24%) Scrum
11 9 (10.11%) DSDM
11 9 (10.11%) Kanban
11 9 (10.11%) RUP
12 6 (6.74%) Data Management
12 6 (6.74%) Multithreading
12 6 (6.74%) Stakeholder Management
Programming Languages
1 53 (59.55%) Java
2 52 (58.43%) SQL
3 32 (35.96%) C#
4 17 (19.10%) JavaScript
5 12 (13.48%) Ruby
6 5 (5.62%) Scala
7 4 (4.49%) PHP
7 4 (4.49%) Python
8 3 (3.37%) T-SQL
8 3 (3.37%) VBA
9 2 (2.25%) C
10 1 (1.12%) R
Qualifications
1 11 (12.36%) Degree
2 2 (2.25%) Numerate Degree
2 2 (2.25%) SC Cleared
2 2 (2.25%) Security Cleared
3 1 (1.12%) PhD
System Software
1 2 (2.25%) VMware Infrastructure
Systems Management
1 14 (15.73%) Opscode Chef
2 12 (13.48%) Packer
3 9 (10.11%) Kibana
3 9 (10.11%) logstash
4 2 (2.25%) Icinga
4 2 (2.25%) Puppet
4 2 (2.25%) vRealize
Vendors
1 34 (38.20%) Microsoft
2 14 (15.73%) VMware
3 12 (13.48%) Red Hat
4 9 (10.11%) Apple
5 5 (5.62%) Oracle
6 3 (3.37%) Splunk
7 2 (2.25%) Cisco
7 2 (2.25%) Dell
7 2 (2.25%) EMC
7 2 (2.25%) ServiceNow
8 1 (1.12%) Adobe
8 1 (1.12%) Google
8 1 (1.12%) Omniture
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £45000 - £50000 per annum + Excellent benefits
Posted: 17 hours ago
Leeds, West Yorkshire
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 2 days ago
Leeds, West Yorkshire
TEKsystems
Salary: £30000 - £65000 per annum
Posted: 2 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 7 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £55000 per annum + Bonus+HC+Pension+More
Posted: 3 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Posted: 5 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 27 days ago