The table below looks at the statistics for Big Data skills in IT jobs advertised for the Manchester region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Big Data
Rank 83 124 134
Rank change year-on-year
+41 +10
Permanent jobs citing Big Data 125 77 58
As % of all permanent IT jobs located in Manchester 3.34% 1.98% 1.43%
As % of the Database & Business Intelligence category 9.65% 6.20% 3.76%
Number of salaries quoted 109 40 49
Median salary £50,000 £56,250 £50,000
Median salary % change year-on-year
-11.11% +12.50%
90% offered a salary of more than £37,200 £42,350 £30,000
10% offered a salary of more than £70,000 £175,000 £77,500
UK excluding London median salary £54,000 £50,000 £50,000
% change year-on-year
+8.00% -
Big Data
North West

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 Manchester region.

Database & Business Intelligence Category
Manchester
Permanent IT job ads with a match in the
Database & Business Intelligence category
1295 1242 1541
As % of all permanent IT jobs located in Manchester 34.59% 31.99% 37.92%
Number of salaries quoted 1151 1055 1312
Median salary £45,000 £42,500 £37,500
Median salary % change year-on-year
+5.88% +13.33%
90% offered a salary of more than £30,000 £30,000 £27,000
10% offered a salary of more than £60,000 £52,500 £55,000
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 Manchester

The demand trend of job ads across the Manchester 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 Manchester

Big Data
Salary Trend in Manchester

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

Big Data Salary Trend in Manchester

Big Data
Salary Histogram in Manchester

This chart provides a salary histogram for IT jobs citing Big Data across the Manchester region over the 3 months to 1 October 2016.

Big Data Salary Histogram in Manchester

Big Data
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the Manchester region over the 3 months to 1 October 2016. 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
(Click see detailed
statistics and trends)
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
Salford +9 6 £50,000 - 2
Cheadle - 5 £34,000 - 1
Bolton - 1 - -
Big Data
North West

Big Data
Top 30 Related IT Skills in Manchester

For the 6 months to 1 October 2016, 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 Manchester region with a requirement for Big Data.

1 84 (45.90%) Agile Software Development
2 81 (44.26%) Analytics
3 67 (36.61%) Hadoop
4 62 (33.88%) SQL
5 60 (32.79%) Java
6 54 (29.51%) Python
6 54 (29.51%) Business Intelligence
7 49 (26.78%) SQL Server
8 39 (21.31%) MySQL
8 39 (21.31%) C#
8 39 (21.31%) Data Warehouse
9 33 (18.03%) R
10 32 (17.49%) .NET
11 31 (16.94%) Data Mining
11 31 (16.94%) NoSQL
12 30 (16.39%) Machine Learning
12 30 (16.39%) E-Commerce
13 27 (14.75%) Oracle
14 26 (14.21%) C++
14 26 (14.21%) Software Engineering
14 26 (14.21%) Apache Spark
15 25 (13.66%) Algorithms
15 25 (13.66%) Statistics
16 24 (13.11%) TDD
16 24 (13.11%) Relational Database
16 24 (13.11%) MongoDB
17 23 (12.57%) Scrum
18 22 (12.02%) PhD
18 22 (12.02%) Data Analysis
18 22 (12.02%) Open Source

Big Data
Top Related IT Skills in Manchester 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 26 (14.21%) Apache Spark
2 12 (6.56%) Elasticsearch
3 10 (5.46%) SAS
4 9 (4.92%) Apache Pig
5 4 (2.19%) Confluence
6 3 (1.64%) Apache
6 3 (1.64%) WordPress
7 2 (1.09%) Apache Solr
7 2 (1.09%) SharePoint
7 2 (1.09%) Tomcat
8 1 (0.55%) JBoss
8 1 (0.55%) Jetty
8 1 (0.55%) OpenStack
8 1 (0.55%) WebLogic
8 1 (0.55%) WebSphere
Applications
1 13 (7.10%) SPSS
2 8 (4.37%) MS Excel
3 3 (1.64%) Stata
4 1 (0.55%) MS Office
Business Applications
1 9 (4.92%) SAP Oil and Gas
2 3 (1.64%) Dynamics NAV
Cloud Services
1 21 (11.48%) Amazon AWS
2 8 (4.37%) Microsoft Azure
3 7 (3.83%) Amazon EC2
4 4 (2.19%) SaaS
5 2 (1.09%) Cloud Computing
5 2 (1.09%) Google Cloud Platform
6 1 (0.55%) PaaS
Communications & Networking
1 1 (0.55%) HTTP
1 1 (0.55%) Intranet
1 1 (0.55%) Skype
1 1 (0.55%) VoIP
Database & Business Intelligence
1 67 (36.61%) Hadoop
2 49 (26.78%) SQL Server
3 39 (21.31%) Data Warehouse
3 39 (21.31%) MySQL
4 31 (16.94%) Data Mining
4 31 (16.94%) NoSQL
5 24 (13.11%) MongoDB
5 24 (13.11%) Relational Database
6 19 (10.38%) SQL Server Reporting Services
7 18 (9.84%) SQL Server Integration Services
8 17 (9.29%) SQL Server Analysis Services
9 14 (7.65%) Apache Hive
9 14 (7.65%) RDBMS
10 11 (6.01%) Amazon Redshift
10 11 (6.01%) Power BI
11 10 (5.46%) QlikView
12 8 (4.37%) SQL Server 2012
13 6 (3.28%) PowerPivot
13 6 (3.28%) SQL Server 2014
13 6 (3.28%) SQL Server 2016
Development Applications
1 10 (5.46%) Git (software)
2 7 (3.83%) Jenkins
3 5 (2.73%) Atlassian Bamboo
3 5 (2.73%) JIRA
4 3 (1.64%) Maven
4 3 (1.64%) PHPUnit
5 2 (1.09%) Cucumber
5 2 (1.09%) IntelliJ
5 2 (1.09%) JUnit
5 2 (1.09%) Team Foundation Server
5 2 (1.09%) TeamCity
6 1 (0.55%) GitLab
6 1 (0.55%) Mercurial
6 1 (0.55%) NUnit
6 1 (0.55%) SQL Server Management Studio (SSMS)
6 1 (0.55%) Talend Open Studio
6 1 (0.55%) Visual Studio
General
1 20 (10.93%) Finance
1 20 (10.93%) Retail
2 15 (8.20%) Marketing
3 13 (7.10%) Banking
4 10 (5.46%) Telecoms
5 9 (4.92%) Electronics
5 9 (4.92%) Manufacturing
6 6 (3.28%) Legal
7 5 (2.73%) Law
8 4 (2.19%) Advertising
9 3 (1.64%) Automotive
9 3 (1.64%) Military
10 2 (1.09%) Aerospace
10 2 (1.09%) Retail Banking
11 1 (0.55%) Investment Banking
Job Titles
1 51 (27.87%) Developer
2 35 (19.13%) Architect
3 21 (11.48%) Technical Architect
4 19 (10.38%) C# Architect
4 19 (10.38%) Solutions Architect
5 17 (9.29%) .NET Architect
5 17 (9.29%) .NET Solutions Architect
5 17 (9.29%) .NET Technical Architect
5 17 (9.29%) Java Developer
5 17 (9.29%) Software Engineer
5 17 (9.29%) Technical Solutions Architect
6 14 (7.65%) Machine Learning Engineer
6 14 (7.65%) MATLAB Engineer
6 14 (7.65%) Senior Developer
7 12 (6.56%) Business Intelligence Developer
7 12 (6.56%) Data Architect
8 11 (6.01%) Data Scientist
8 11 (6.01%) Java Architect
9 10 (5.46%) Java Technical Architect
9 10 (5.46%) Software Developer
Libraries, Frameworks & Software Standards
1 32 (17.49%) .NET
2 19 (10.38%) Spring
3 17 (9.29%) Hibernate
3 17 (9.29%) Java EE
4 15 (8.20%) CSS
5 14 (7.65%) REST
6 13 (7.10%) J2EE
7 12 (6.56%) HTML
8 11 (6.01%) AngularJS
8 11 (6.01%) jQuery
8 11 (6.01%) Web Services
9 10 (5.46%) JSON
9 10 (5.46%) Node.js
10 9 (4.92%) React
11 8 (4.37%) HTML5
12 7 (3.83%) ASP.NET
12 7 (3.83%) WCF
13 6 (3.28%) MDX
13 6 (3.28%) RabbitMQ
13 6 (3.28%) XML
Miscellaneous
1 25 (13.66%) Algorithms
1 25 (13.66%) Statistics
2 20 (10.93%) Enterprise Software
3 17 (9.29%) Visualisation
4 16 (8.74%) Analytical Skills
5 14 (7.65%) CUDA
6 9 (4.92%) Data Integration
6 9 (4.92%) iPad
7 7 (3.83%) Credit Risk
8 6 (3.28%) Mathematics
9 5 (2.73%) Computer Science
9 5 (2.73%) Data Protection Act
9 5 (2.73%) Mobile App
9 5 (2.73%) Social Media
10 4 (2.19%) Cyberthreat
10 4 (2.19%) Data Structures
11 3 (1.64%) Management Information System
11 3 (1.64%) Physics
12 2 (1.09%) PKI
12 2 (1.09%) Taxonomies
Operating Systems
1 17 (9.29%) Linux
2 9 (4.92%) Unix
3 5 (2.73%) Android
3 5 (2.73%) Apple iOS
3 5 (2.73%) Windows
4 4 (2.19%) Windows Phone
5 1 (0.55%) Windows Server
Processes & Methodologies
1 84 (45.90%) Agile Software Development
2 81 (44.26%) Analytics
3 54 (29.51%) Business Intelligence
4 30 (16.39%) E-Commerce
4 30 (16.39%) Machine Learning
5 26 (14.21%) Software Engineering
6 24 (13.11%) TDD
7 23 (12.57%) Scrum
8 22 (12.02%) Data Analysis
8 22 (12.02%) Open Source
8 22 (12.02%) Software Delivery
9 21 (11.48%) Stakeholder Management
10 19 (10.38%) ETL
10 19 (10.38%) Stakeholder and Relationship Management
11 18 (9.84%) Data Analytics
12 17 (9.29%) Data Modelling
13 14 (7.65%) BDD
13 14 (7.65%) Data Management
13 14 (7.65%) Statistical Analysis
13 14 (7.65%) Stochastic Modelling
Programming Languages
1 62 (33.88%) SQL
2 60 (32.79%) Java
3 54 (29.51%) Python
4 39 (21.31%) C#
5 33 (18.03%) R
6 26 (14.21%) C++
7 21 (11.48%) MATLAB
8 20 (10.93%) Perl
9 17 (9.29%) Scala
10 16 (8.74%) T-SQL
11 15 (8.20%) JavaScript
12 12 (6.56%) C
13 10 (5.46%) Ruby
14 9 (4.92%) Bash Shell
14 9 (4.92%) PHP
15 5 (2.73%) PL/SQL
16 4 (2.19%) Apple Swift
16 4 (2.19%) Objective-C
17 3 (1.64%) Shell Script
18 2 (1.09%) VBA
Qualifications
1 22 (12.02%) PhD
2 10 (5.46%) Degree
3 6 (3.28%) Security Cleared
4 3 (1.64%) DV Cleared
5 2 (1.09%) PRINCE2 Certification
6 1 (0.55%) PMI Certification
6 1 (0.55%) PMP
6 1 (0.55%) Sun Certification
Quality Assurance & Compliance
1 11 (6.01%) Data Quality
2 3 (1.64%) QA
3 2 (1.09%) COBIT
System Software
1 4 (2.19%) HDFS
1 4 (2.19%) Hyper-V
1 4 (2.19%) VMware Infrastructure
2 2 (1.09%) Docker
3 1 (0.55%) Apache Flume
3 1 (0.55%) Apache ZooKeeper
Systems Management
1 5 (2.73%) Kibana
2 2 (1.09%) Puppet
3 1 (0.55%) Ansible
3 1 (0.55%) logstash
3 1 (0.55%) Oozie
3 1 (0.55%) Opscode Chef
3 1 (0.55%) Salt
3 1 (0.55%) Terraform
Vendors
1 27 (14.75%) Oracle
2 16 (8.74%) Tableau
3 14 (7.65%) Microsoft
4 12 (6.56%) Cloudera
5 11 (6.01%) SAP
6 7 (3.83%) Teradata
7 6 (3.28%) Google
7 6 (3.28%) Hortonworks
8 5 (2.73%) Atlassian
9 4 (2.19%) VMware
10 3 (1.64%) Perforce
11 2 (1.09%) Informatica
12 1 (0.55%) Ab Initio
12 1 (0.55%) Cognos
12 1 (0.55%) JDA
12 1 (0.55%) Red Hat
12 1 (0.55%) SaltStack
12 1 (0.55%) Sun
12 1 (0.55%) Sybase
12 1 (0.55%) Talend
Manchester, Lancashire
TEKsystems
Salary: £40000 - £65000 per annum
Posted: 3 hours ago
Manchester, Lancashire
Datasource Computer Employment
Posted: Yesterday
Cheadle, Cheshire
Resolve Recruitment
Salary: £40,000 p/annum
Posted: 23 hours ago
Manchester, Lancashire
onezeero.
Salary: £45000 - £55000 per annum
Posted: 4 days ago
Manchester, Lancashire
Venturi
Salary: £50000 - £65000 per annum + Bonus + Benefits
Posted: 3 days ago
Manchester, Lancashire
Darwin Recruitment
Salary: £50000.00 - £70000.00 per annum
Posted: 3 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 5 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 5 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 5 days ago
Manchester
TDA Group
Salary: £70000 - £75000 per annum + + Bonus + 30 days holiday
Posted: 8 days ago
Manchester
People Source Consulting
Salary: £70000 - £80000 per annum + bonus + great benefits
Posted: 8 days ago
Manchester
People Source Consulting
Salary: £46000 - £53000 per annum + bonus + excellent benefits scheme
Posted: 8 days ago
Manchester
People Source Consulting
Salary: £45000 - £53000 per annum + bonus + great benefits
Posted: 12 days ago
Manchester
Hall Goddard LTD
Salary: £0 - £65,000 per year
Posted: 9 days ago
Manchester
Venturi
Salary: £50000 - £65000 per annum + Bonus + Benefits
Posted: 11 days ago
Manchester
Robert Walters UK
Salary: £40000 - £50000 per annum
Posted: 12 days ago
Manchester
Venturi
Salary: £30000 - £35000 per annum + Bonus + Benefits
Posted: 17 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 16 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 16 days ago
Manchester
People Source Consulting
Salary: £45000 - £53000 per annum + bonus + great benefits
Posted: 22 days ago
Manchester
Venturi
Posted: 24 days ago
Manchester
Venturi
Salary: £30000 - £35000 per annum + Bonus + Benefits
Posted: 25 days ago
Salford, Lancashire
Raytheon Systems Ltd
Posted: 24 days ago
Salford, Lancashire
Raytheon Systems Ltd
Posted: 24 days ago
Manchester
Venturi
Salary: £50000 per annum + plus bonus and benefits
Posted: 23 days ago
Manchester
Nigel Frank International Ltd
Salary: £60000 per annum
Posted: 25 days ago
Manchester
Adria Solutions Ltd
Salary: £35000 - £45000 per annum + Benefits
Posted: 25 days ago