The following table provides summary statistics for permanent job vacancies advertised in 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 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Big Data
England / Yorkshire
Rank 170 133 194
Rank change year-on-year -37 +61  
Permanent jobs citing Big Data 55 130 78
As % of all permanent IT jobs advertised in Yorkshire 1.04% 2.02% 1.06%
As % of the Database & Business Intelligence category 3.15% 5.96% 3.35%
Number of salaries quoted 49 81 55
Median salary £55,000 £55,000 £45,000
Median salary % change year-on-year - +22.22%  
90% offered a salary of more than £35,000 £39,000 £35,000
10% offered a salary of more than £72,000 £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 Yorkshire with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Yorkshire
Permanent job vacancies with a requirement for database and business intelligence skills 1746 2181 2326
As % of all permanent IT job vacancies advertised in Yorkshire 33.01% 33.85% 31.59%
Number of salaries quoted 1519 1785 1969
Median salary £40,000 £40,000 £38,000
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £55,000 £50,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in 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 Yorkshire

Big Data
Salary Trend in Yorkshire

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

Salary trend for Big Data in Yorkshire

Big Data
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Big Data in Yorkshire over the 3 months to 22 March 2017.

Salary histogram for Big Data in Yorkshire

Big Data
Job Locations in 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 Yorkshire region over the 3 months to 22 March 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
West Yorkshire -47 43 £55,000 - 13
North Yorkshire +11 7 £35,000 -6.66% 1
South Yorkshire -1 3 £60,000 -7.69% 1
Big Data
England

Big Data
Top 30 Related IT Skills in Yorkshire

For the 6 months to 22 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 Yorkshire region with a requirement for Big Data.

1 52 (47.27%) SQL
2 51 (46.36%) Business Intelligence
3 47 (42.73%) Java
4 42 (38.18%) Agile Software Development
5 37 (33.64%) Hadoop
6 35 (31.82%) SQL Server
7 32 (29.09%) Analytics
8 27 (24.55%) ETL
8 27 (24.55%) Data Warehouse
9 25 (22.73%) Python
10 24 (21.82%) Microsoft
11 23 (20.91%) Microsoft Azure
11 23 (20.91%) Apache Spark
12 22 (20.00%) C#
13 20 (18.18%) MySQL
13 20 (18.18%) NoSQL
14 19 (17.27%) SQL Server Analysis Services
14 19 (17.27%) Data Modelling
14 19 (17.27%) Stakeholder Management
14 19 (17.27%) SQL Server 2016
14 19 (17.27%) DevOps
15 18 (16.36%) JavaScript
16 17 (15.45%) Data Management
17 16 (14.55%) Finance
17 16 (14.55%) Amazon AWS
18 15 (13.64%) SQL Server Integration Services
18 15 (13.64%) XML
19 14 (12.73%) Machine Learning
20 13 (11.82%) Git (software)
20 13 (11.82%) Scrum

Big Data
Top Related IT Skills in 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 23 (20.91%) Apache Spark
2 8 (7.27%) Apache Solr
2 8 (7.27%) Elasticsearch
3 6 (5.45%) SAS
4 4 (3.64%) Apache
5 3 (2.73%) Tomcat
6 2 (1.82%) Oracle SOA Suite
Applications
1 8 (7.27%) MS Excel
2 4 (3.64%) SPSS
3 3 (2.73%) MS PowerPoint
4 2 (1.82%) MS Office
5 1 (0.91%) Adobe Creative Suite
5 1 (0.91%) InVision
Business Applications
1 2 (1.82%) Oracle EBS
Cloud Services
1 23 (20.91%) Microsoft Azure
2 16 (14.55%) Amazon AWS
3 8 (7.27%) SaaS
4 1 (0.91%) Cloud Computing
4 1 (0.91%) Google Analytics
4 1 (0.91%) Google Cloud Platform
4 1 (0.91%) PaaS
Communications & Networking
1 2 (1.82%) Internet
2 1 (0.91%) HTTP
2 1 (0.91%) SMTP
2 1 (0.91%) SSL
Database & Business Intelligence
1 37 (33.64%) Hadoop
2 35 (31.82%) SQL Server
3 27 (24.55%) Data Warehouse
4 20 (18.18%) MySQL
4 20 (18.18%) NoSQL
5 19 (17.27%) SQL Server 2016
5 19 (17.27%) SQL Server Analysis Services
6 15 (13.64%) SQL Server Integration Services
7 11 (10.00%) Apache Cassandra
7 11 (10.00%) RDBMS
7 11 (10.00%) Relational Database
8 10 (9.09%) SQL Server 2014
8 10 (9.09%) SQL Server Reporting Services
9 9 (8.18%) MongoDB
10 8 (7.27%) Apache Hive
11 7 (6.36%) OLAP
11 7 (6.36%) Redis
12 6 (5.45%) Couchbase
12 6 (5.45%) HBase
12 6 (5.45%) Riak
Development Applications
1 13 (11.82%) Git (software)
2 5 (4.55%) Jenkins
2 5 (4.55%) Maven
2 5 (4.55%) Team Foundation Server
3 4 (3.64%) Gradle
3 4 (3.64%) Octopus Deploy
3 4 (3.64%) Subversion
3 4 (3.64%) TeamCity
3 4 (3.64%) Vagrant
4 1 (0.91%) Axure RP
4 1 (0.91%) Fiddler
4 1 (0.91%) gulp
4 1 (0.91%) ReSharper
4 1 (0.91%) Visual Studio
General
1 16 (14.55%) Finance
2 13 (11.82%) Retail
3 11 (10.00%) Banking
4 6 (5.45%) Advertising
4 6 (5.45%) Games
4 6 (5.45%) Marketing
4 6 (5.45%) Telecoms
5 1 (0.91%) Law
Job Titles
1 41 (37.27%) Developer
2 19 (17.27%) Java Developer
3 18 (16.36%) Architect
4 16 (14.55%) Business Intelligence Developer
5 13 (11.82%) ETL Developer
6 12 (10.91%) Senior Developer
7 10 (9.09%) Consultant
8 9 (8.18%) Analyst
9 8 (7.27%) Big Data Developer
9 8 (7.27%) Infrastructure Architect
10 7 (6.36%) Head of Business Intelligence
10 7 (6.36%) Senior Java Developer
11 6 (5.45%) Head of Analytics
12 5 (4.55%) Agile Developer
12 5 (4.55%) Agile Java Developer
12 5 (4.55%) Java Scala Developer
12 5 (4.55%) Senior Agile Developer
12 5 (4.55%) Senior Agile Java Developer
12 5 (4.55%) Solutions Architect
12 5 (4.55%) Technical Leader
Libraries, Frameworks & Software Standards
1 15 (13.64%) XML
2 12 (10.91%) .NET
2 12 (10.91%) Node.js
3 11 (10.00%) React
4 9 (8.18%) HTML
4 9 (8.18%) Spring
4 9 (8.18%) Web Services
5 6 (5.45%) CSS
5 6 (5.45%) CSS3
5 6 (5.45%) Elastic Stack
5 6 (5.45%) HTML5
5 6 (5.45%) J2EE
5 6 (5.45%) Kafka
5 6 (5.45%) Lucene
5 6 (5.45%) REST
5 6 (5.45%) RESTful
6 4 (3.64%) Grails
6 4 (3.64%) Redux
7 3 (2.73%) JSP
8 2 (1.82%) ASP.NET
Miscellaneous
1 12 (10.91%) Analytical Skills
2 7 (6.36%) Enterprise Software
3 6 (5.45%) Credit Risk
3 6 (5.45%) iPad
4 5 (4.55%) Computer Science
5 4 (3.64%) Algorithms
6 3 (2.73%) Data Centre
6 3 (2.73%) Data Structures
7 1 (0.91%) User Experience
Operating Systems
1 12 (10.91%) Linux
2 4 (3.64%) Red Hat Enterprise Linux
2 4 (3.64%) Windows
3 3 (2.73%) Unix
4 1 (0.91%) Windows 10
4 1 (0.91%) Windows 8
4 1 (0.91%) Windows Server
Processes & Methodologies
1 51 (46.36%) Business Intelligence
2 42 (38.18%) Agile Software Development
3 32 (29.09%) Analytics
4 27 (24.55%) ETL
5 19 (17.27%) Data Modelling
5 19 (17.27%) DevOps
5 19 (17.27%) Stakeholder Management
6 17 (15.45%) Data Management
7 14 (12.73%) Machine Learning
8 13 (11.82%) Scrum
8 13 (11.82%) Software Engineering
9 11 (10.00%) Continuous Improvement
10 10 (9.09%) Business Analytics
10 10 (9.09%) Data Integration
11 9 (8.18%) Data Analytics
11 9 (8.18%) Low Latency
11 9 (8.18%) Master Data Management
11 9 (8.18%) Technical Architecture
12 8 (7.27%) Risk Analytics
13 7 (6.36%) SDLC
Programming Languages
1 52 (47.27%) SQL
2 47 (42.73%) Java
3 25 (22.73%) Python
4 22 (20.00%) C#
5 18 (16.36%) JavaScript
6 9 (8.18%) Scala
7 8 (7.27%) C
7 8 (7.27%) R
7 8 (7.27%) T-SQL
8 4 (3.64%) Data Analysis Expressions (DAX)
8 4 (3.64%) PHP
8 4 (3.64%) Ruby
9 3 (2.73%) VBA
10 2 (1.82%) Shell Script
11 1 (0.91%) C++
11 1 (0.91%) Go
11 1 (0.91%) MATLAB
11 1 (0.91%) PL/SQL
11 1 (0.91%) TypeScript
Qualifications
1 8 (7.27%) Degree
2 3 (2.73%) PhD
Quality Assurance & Compliance
1 4 (3.64%) IFRS
1 4 (3.64%) IFRS 9
1 4 (3.64%) QA
System Software
1 3 (2.73%) VMware Infrastructure
2 2 (1.82%) Apache Flume
3 1 (0.91%) Apache ZooKeeper
3 1 (0.91%) Docker
3 1 (0.91%) HDFS
Systems Management
1 11 (10.00%) Opscode Chef
2 8 (7.27%) Puppet
3 6 (5.45%) Kibana
3 6 (5.45%) logstash
4 4 (3.64%) Ansible
4 4 (3.64%) Capistrano
4 4 (3.64%) Nagios
4 4 (3.64%) Packer
4 4 (3.64%) ZABBIX
5 3 (2.73%) Icinga
5 3 (2.73%) vRealize
6 2 (1.82%) Oozie
7 1 (0.91%) Terraform
Vendors
1 24 (21.82%) Microsoft
2 12 (10.91%) Oracle
3 10 (9.09%) Splunk
4 7 (6.36%) Tableau
4 7 (6.36%) VMware
5 5 (4.55%) Red Hat
5 5 (4.55%) SaltStack
6 4 (3.64%) New Relic
7 3 (2.73%) Cisco
7 3 (2.73%) Dell
7 3 (2.73%) EMC
7 3 (2.73%) Google
7 3 (2.73%) ServiceNow
8 2 (1.82%) Apple
9 1 (0.91%) Adobe
9 1 (0.91%) Cloudera
9 1 (0.91%) Omniture
9 1 (0.91%) TIBCO
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Engage PSG
Salary: £65000 - £75000 per annum + pension, healthcare
Posted: 13 hours ago
Leeds
Sky Betting & Gaming
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Sheffield, South Yorkshire
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Salary: 60,000
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Leeds, West Yorkshire
JM
Salary: £40000 - £50000 per annum + bonus, benefits
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Leeds, West Yorkshire
JM
Salary: £60000 - £70000 per annum + bonus,
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Salary: £40000 - £70000 per annum + Competitive package and bonus
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Middlesbrough, Cleveland
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Leeds, West Yorkshire
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Salary: £35000 - £55000 per annum + Bonus+HC+Pension+More
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Leeds, West Yorkshire
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Leeds
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Leeds, Yorkshire
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