The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire 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 25 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
Yorkshire / West Yorkshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 134 115 174
Rank change year-on-year -19 +59  
Permanent jobs citing Big Data 54 89 32
As % of all permanent IT jobs advertised in West Yorkshire 1.54% 2.29% 0.70%
As % of the Database & Business Intelligence category 4.81% 7.43% 2.03%
Number of salaries quoted 47 62 27
Median salary £47,500 £55,000 £45,000
Median salary % change year-on-year -13.63% +22.22%  
90% offered a salary of more than £42,500 £47,500 £39,000
10% offered a salary of more than £70,000 £73,850 £70,500
UK excluding London median salary £55,000 £55,000 £50,000
% change year-on-year - +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 West Yorkshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
West Yorkshire
Permanent job vacancies with a requirement for database and business intelligence skills 1122 1198 1576
As % of all permanent IT job vacancies advertised in West Yorkshire 32.04% 30.86% 34.31%
Number of salaries quoted 980 984 1323
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25%  
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £60,000 £57,500 £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 West Yorkshire

The job posting trend of jobs advertised in West Yorkshire 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 West Yorkshire

Big Data
Salary Trend in West Yorkshire

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

Salary trend for Big Data in West Yorkshire

Big Data
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Big Data in West Yorkshire over the 3 months to 25 June 2017.

Salary histogram for Big Data in West Yorkshire

Big Data
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the West Yorkshire region over the 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds -13 51 £47,500 -13.63% 11
Bradford -10 2 £24,500 -48.42%
Big Data
Yorkshire

For the 6 months to 25 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 West Yorkshire region with a requirement for Big Data.

1 57 (58.16%) SQL
2 54 (55.10%) Java
3 48 (48.98%) Agile Software Development
4 44 (44.90%) Business Intelligence
5 39 (39.80%) Data Warehouse
6 38 (38.78%) SQL Server
7 34 (34.69%) C#
7 34 (34.69%) Microsoft
8 33 (33.67%) SQL Server Integration Services
8 33 (33.67%) SQL Server Analysis Services
9 31 (31.63%) ETL
9 31 (31.63%) SQL Server 2016
10 28 (28.57%) Low Latency
11 27 (27.55%) Games
12 26 (26.53%) Hadoop
13 25 (25.51%) Data Integration
13 25 (25.51%) SDLC
14 23 (23.47%) Advertising
15 21 (21.43%) Apache Spark
16 19 (19.39%) Analytics
17 18 (18.37%) Git (software)
17 18 (18.37%) Open Source
17 18 (18.37%) JavaScript
18 17 (17.35%) Amazon AWS
19 16 (16.33%) DevOps
20 15 (15.31%) Data Modelling
21 14 (14.29%) Linux
21 14 (14.29%) VMware
21 14 (14.29%) Opscode Chef
21 14 (14.29%) Node.js

Big Data
Co-occurring IT Skills in West Yorkshire 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 (21.43%) Apache Spark
2 9 (9.18%) Apache Solr
2 9 (9.18%) Elasticsearch
3 4 (4.08%) Apache
3 4 (4.08%) Tomcat
4 2 (2.04%) SAS
4 2 (2.04%) SharePoint
5 1 (1.02%) Oracle SOA Suite
Applications
1 2 (2.04%) SPSS
2 1 (1.02%) Adobe Creative Suite
2 1 (1.02%) InVision
Business Applications
1 1 (1.02%) Oracle EBS
Cloud Services
1 17 (17.35%) Amazon AWS
2 9 (9.18%) Microsoft Azure
3 2 (2.04%) Cortana Intelligence Suite
4 1 (1.02%) Google Analytics
Communications & Networking
1 1 (1.02%) HTTP
1 1 (1.02%) Internet
1 1 (1.02%) SMTP
1 1 (1.02%) SSL
Database & Business Intelligence
1 39 (39.80%) Data Warehouse
2 38 (38.78%) SQL Server
3 33 (33.67%) SQL Server Analysis Services
3 33 (33.67%) SQL Server Integration Services
4 31 (31.63%) SQL Server 2016
5 26 (26.53%) Hadoop
6 13 (13.27%) MySQL
7 12 (12.24%) NoSQL
8 9 (9.18%) Apache Cassandra
8 9 (9.18%) Couchbase
8 9 (9.18%) MongoDB
8 9 (9.18%) RDBMS
8 9 (9.18%) Redis
8 9 (9.18%) Relational Database
8 9 (9.18%) Riak
8 9 (9.18%) SQL Server Reporting Services
9 4 (4.08%) Apache Hive
9 4 (4.08%) Data Lake
9 4 (4.08%) Data Mining
10 3 (3.06%) Oracle OLAP
Development Applications
1 18 (18.37%) Git (software)
2 12 (12.24%) Jenkins
3 1 (1.02%) Axure RP
3 1 (1.02%) Fiddler
3 1 (1.02%) gulp
3 1 (1.02%) ReSharper
3 1 (1.02%) Team Foundation Server
3 1 (1.02%) Visual Studio
General
1 27 (27.55%) Games
2 23 (23.47%) Advertising
3 5 (5.10%) Finance
4 2 (2.04%) Marketing
4 2 (2.04%) Retail
5 1 (1.02%) Billing
5 1 (1.02%) Law
Job Titles
1 51 (52.04%) Developer
2 30 (30.61%) Business Intelligence Developer
3 24 (24.49%) ETL Developer
4 15 (15.31%) Senior Developer
5 12 (12.24%) DevOps Engineer
5 12 (12.24%) Java Developer
6 9 (9.18%) Senior Business Intelligence Developer
7 8 (8.16%) Architect
8 6 (6.12%) Agile Developer
8 6 (6.12%) Agile Java Developer
8 6 (6.12%) Senior Agile Developer
8 6 (6.12%) Senior Agile Java Developer
8 6 (6.12%) Senior Java Developer
9 5 (5.10%) Analyst
9 5 (5.10%) Consultant
10 4 (4.08%) Head of Business Intelligence
10 4 (4.08%) JavaScript Developer
10 4 (4.08%) Software Engineer
10 4 (4.08%) Technical Analyst
11 3 (3.06%) Java Development Manager
Libraries, Frameworks & Software Standards
1 14 (14.29%) Node.js
2 12 (12.24%) XML
3 11 (11.22%) HTML
4 10 (10.20%) React
5 9 (9.18%) Elastic Stack
5 9 (9.18%) Lucene
6 7 (7.14%) CSS
6 7 (7.14%) CSS3
6 7 (7.14%) HTML5
6 7 (7.14%) REST
7 6 (6.12%) Spring
7 6 (6.12%) Web Services
8 4 (4.08%) JSP
9 2 (2.04%) .NET
9 2 (2.04%) JRuby
9 2 (2.04%) Kafka
10 1 (1.02%) AngularJS
10 1 (1.02%) ASP.NET
10 1 (1.02%) J2EE
10 1 (1.02%) Twitter Bootstrap
Miscellaneous
1 12 (12.24%) Greenfield Project
2 11 (11.22%) Analytical Skills
3 2 (2.04%) Algorithms
3 2 (2.04%) Data Centre
3 2 (2.04%) iPad
4 1 (1.02%) Computer Science
4 1 (1.02%) Credit Risk
4 1 (1.02%) Data Structures
4 1 (1.02%) User Experience
Operating Systems
1 14 (14.29%) Linux
2 12 (12.24%) Red Hat Enterprise Linux
3 5 (5.10%) Windows
4 4 (4.08%) Unix
5 1 (1.02%) Windows 10
5 1 (1.02%) Windows 8
5 1 (1.02%) Windows Server
Processes & Methodologies
1 48 (48.98%) Agile Software Development
2 44 (44.90%) Business Intelligence
3 31 (31.63%) ETL
4 28 (28.57%) Low Latency
5 25 (25.51%) Data Integration
5 25 (25.51%) SDLC
6 19 (19.39%) Analytics
7 18 (18.37%) Open Source
8 16 (16.33%) DevOps
9 15 (15.31%) Data Modelling
10 12 (12.24%) E-Commerce
10 12 (12.24%) Machine Learning
11 10 (10.20%) Data Management
11 10 (10.20%) Risk Analytics
11 10 (10.20%) Scrum
11 10 (10.20%) Stakeholder Management
12 9 (9.18%) DSDM
12 9 (9.18%) Kanban
12 9 (9.18%) RUP
13 7 (7.14%) Master Data Management
Programming Languages
1 57 (58.16%) SQL
2 54 (55.10%) Java
3 34 (34.69%) C#
4 18 (18.37%) JavaScript
5 12 (12.24%) Ruby
6 5 (5.10%) Python
6 5 (5.10%) Scala
6 5 (5.10%) T-SQL
7 4 (4.08%) C
7 4 (4.08%) PHP
8 3 (3.06%) VBA
9 1 (1.02%) R
9 1 (1.02%) TypeScript
Qualifications
1 11 (11.22%) Degree
2 2 (2.04%) Numerate Degree
2 2 (2.04%) SC Cleared
2 2 (2.04%) Security Cleared
3 1 (1.02%) PhD
Quality Assurance & Compliance
1 2 (2.04%) Data Quality
System Software
1 2 (2.04%) VMware Infrastructure
Systems Management
1 14 (14.29%) Opscode Chef
2 12 (12.24%) Packer
3 9 (9.18%) Kibana
3 9 (9.18%) logstash
4 2 (2.04%) Icinga
4 2 (2.04%) Puppet
4 2 (2.04%) vRealize
Vendors
1 34 (34.69%) Microsoft
2 14 (14.29%) VMware
3 12 (12.24%) Red Hat
4 9 (9.18%) Apple
5 6 (6.12%) Oracle
6 3 (3.06%) Splunk
7 2 (2.04%) Cisco
7 2 (2.04%) Dell
7 2 (2.04%) EMC
7 2 (2.04%) ServiceNow
8 1 (1.02%) Adobe
8 1 (1.02%) Google
8 1 (1.02%) Omniture
Leeds, West Yorkshire
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 7 hours ago
Leeds, West Yorkshire
TEKsystems
Salary: £30000 - £65000 per annum
Posted: Yesterday
Pudsey, West Yorkshire
Lloyds Banking Group
Salary: £53600 - £71500 per annum + Package
Posted: 3 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 6 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £55000 per annum + Bonus+HC+Pension+More
Posted: 2 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Posted: 4 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 26 days ago