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 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Big Data
Rank 112 125 140
Rank change year-on-year
+13 +15
Permanent jobs citing Big Data 80 75 55
As % of all permanent IT jobs located in Manchester 2.20% 1.96% 1.34%
As % of the Database & Business Intelligence category 6.80% 6.07% 3.77%
Number of salaries quoted 69 41 41
Median salary £51,000 £48,000 £50,000
Median salary % change year-on-year
+6.25% -4.00%
90% offered a salary of more than £38,000 £32,500 £30,000
10% offered a salary of more than £70,000 £175,000 £80,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
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
1177 1236 1460
As % of all permanent IT jobs located in Manchester 32.39% 32.33% 35.63%
Number of salaries quoted 1053 1062 1216
Median salary £42,500 £40,000 £37,500
Median salary % change year-on-year
+6.25% +6.66%
90% offered a salary of more than £30,000 £30,000 £25,000
10% offered a salary of more than £57,500 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 27 August 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 27 August 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 - 3 £50,000 - 1
Altrincham - 1 £55,000 -
Bolton - 1 - -
Wigan - 1 £50,000 -
Big Data
North West

Big Data
Top 30 Related IT Skills in Manchester

For the 6 months to 27 August 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 61 (44.53%) Agile Software Development
2 52 (37.96%) Java
3 47 (34.31%) Analytics
4 40 (29.20%) SQL
5 39 (28.47%) Business Intelligence
6 34 (24.82%) C#
7 33 (24.09%) Hadoop
8 31 (22.63%) Python
9 27 (19.71%) .NET
9 27 (19.71%) Software Delivery
10 25 (18.25%) SQL Server
11 24 (17.52%) Data Warehouse
12 23 (16.79%) Oracle
13 22 (16.06%) Data Mining
13 22 (16.06%) Stakeholder Management
13 22 (16.06%) NoSQL
14 21 (15.33%) R
14 21 (15.33%) Enterprise Software
15 20 (14.60%) Stakeholder and Relationship Management
15 20 (14.60%) MySQL
16 19 (13.87%) Finance
16 19 (13.87%) Machine Learning
16 19 (13.87%) Algorithms
17 18 (13.14%) C++
17 18 (13.14%) PhD
17 18 (13.14%) Software Engineering
17 18 (13.14%) Statistics
18 17 (12.41%) Java EE
18 17 (12.41%) Data Analysis
18 17 (12.41%) 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 8 (5.84%) Apache Spark
2 7 (5.11%) SAS
3 4 (2.92%) Confluence
4 3 (2.19%) Apache Pig
5 2 (1.46%) Elasticsearch
6 1 (0.73%) Apache
6 1 (0.73%) WordPress
Applications
1 8 (5.84%) SPSS
2 1 (0.73%) MS Excel
Business Applications
1 8 (5.84%) SAP Oil and Gas
2 3 (2.19%) Dynamics NAV
Cloud Services
1 10 (7.30%) Amazon AWS
2 5 (3.65%) Amazon EC2
3 2 (1.46%) Microsoft Azure
4 1 (0.73%) Cloud Computing
Communications & Networking
1 2 (1.46%) Kerberos
1 2 (1.46%) OpenLDAP
2 1 (0.73%) Intranet
2 1 (0.73%) Skype
2 1 (0.73%) VoIP
Database & Business Intelligence
1 33 (24.09%) Hadoop
2 25 (18.25%) SQL Server
3 24 (17.52%) Data Warehouse
4 22 (16.06%) Data Mining
4 22 (16.06%) NoSQL
5 20 (14.60%) MySQL
6 14 (10.22%) MongoDB
7 13 (9.49%) SQL Server Integration Services
8 12 (8.76%) SQL Server Analysis Services
8 12 (8.76%) SQL Server Reporting Services
9 10 (7.30%) Relational Database
10 8 (5.84%) Apache Hive
10 8 (5.84%) RDBMS
11 5 (3.65%) Amazon Redshift
12 4 (2.92%) GIS
12 4 (2.92%) Power BI
12 4 (2.92%) QlikView
12 4 (2.92%) SQL Server 2008
13 3 (2.19%) HBase
13 3 (2.19%) SQL Server 2016
Development Applications
1 7 (5.11%) Jenkins
2 6 (4.38%) Git (software)
2 6 (4.38%) JIRA
3 4 (2.92%) JUnit
4 3 (2.19%) Atlassian Bamboo
5 2 (1.46%) IntelliJ
5 2 (1.46%) Team Foundation Server
5 2 (1.46%) TeamCity
6 1 (0.73%) Cucumber
6 1 (0.73%) GitLab
6 1 (0.73%) Maven
6 1 (0.73%) NUnit
6 1 (0.73%) PHPUnit
6 1 (0.73%) Selenium
6 1 (0.73%) SpecFlow
6 1 (0.73%) SQL Server Management Studio (SSMS)
6 1 (0.73%) Talend Open Studio
6 1 (0.73%) Visual Studio
General
1 19 (13.87%) Finance
2 15 (10.95%) Retail
3 11 (8.03%) Banking
4 10 (7.30%) Marketing
5 9 (6.57%) Telecoms
6 8 (5.84%) Electronics
6 8 (5.84%) Manufacturing
7 4 (2.92%) Advertising
8 2 (1.46%) Retail Banking
9 1 (0.73%) Investment Banking
9 1 (0.73%) Law
9 1 (0.73%) Legal
Job Titles
1 32 (23.36%) Developer
2 31 (22.63%) Architect
3 22 (16.06%) Technical Architect
4 20 (14.60%) C# Architect
5 15 (10.95%) Java Architect
5 15 (10.95%) Java Technical Architect
6 14 (10.22%) Machine Learning Engineer
6 14 (10.22%) MATLAB Engineer
6 14 (10.22%) Solutions Architect
7 13 (9.49%) .NET Architect
7 13 (9.49%) .NET Solutions Architect
7 13 (9.49%) .NET Technical Architect
7 13 (9.49%) Technical Solutions Architect
8 11 (8.03%) Business Intelligence Developer
9 10 (7.30%) Java Developer
9 10 (7.30%) Software Engineer
10 9 (6.57%) Big Data Manager
10 9 (6.57%) Data Architect
11 8 (5.84%) Project Manager
12 7 (5.11%) Delivery Project Manager
Libraries, Frameworks & Software Standards
1 27 (19.71%) .NET
2 17 (12.41%) Java EE
3 15 (10.95%) J2EE
4 12 (8.76%) Hibernate
4 12 (8.76%) Spring
5 6 (4.38%) REST
5 6 (4.38%) Web Services
6 5 (3.65%) CSS
6 5 (3.65%) React
7 4 (2.92%) HTML
7 4 (2.92%) MDX
7 4 (2.92%) Twitter Bootstrap
8 3 (2.19%) Ajax
8 3 (2.19%) AngularJS
8 3 (2.19%) ASP.NET
8 3 (2.19%) ASP.NET MVC
8 3 (2.19%) HTML5
8 3 (2.19%) jQuery
8 3 (2.19%) Node.js
8 3 (2.19%) RabbitMQ
Miscellaneous
1 21 (15.33%) Enterprise Software
2 19 (13.87%) Algorithms
3 18 (13.14%) Statistics
4 14 (10.22%) CUDA
5 10 (7.30%) Analytical Skills
5 10 (7.30%) Visualisation
6 7 (5.11%) Credit Risk
6 7 (5.11%) Data Integration
7 5 (3.65%) iPad
7 5 (3.65%) Mathematics
8 4 (2.92%) Computer Science
9 3 (2.19%) Data Centre
9 3 (2.19%) Data Structures
9 3 (2.19%) Mobile App
10 2 (1.46%) Data Protection Act
10 2 (1.46%) PKI
10 2 (1.46%) Social Media
10 2 (1.46%) Taxonomies
11 1 (0.73%) N-Tier
11 1 (0.73%) Physics
Operating Systems
1 11 (8.03%) Linux
2 5 (3.65%) Android
2 5 (3.65%) Unix
3 3 (2.19%) Windows
4 2 (1.46%) Apple iOS
4 2 (1.46%) Red Hat Enterprise Linux
4 2 (1.46%) Windows Phone
5 1 (0.73%) Windows Server
Processes & Methodologies
1 61 (44.53%) Agile Software Development
2 47 (34.31%) Analytics
3 39 (28.47%) Business Intelligence
4 27 (19.71%) Software Delivery
5 22 (16.06%) Stakeholder Management
6 20 (14.60%) Stakeholder and Relationship Management
7 19 (13.87%) Machine Learning
8 18 (13.14%) Software Engineering
9 17 (12.41%) Data Analysis
9 17 (12.41%) Open Source
10 16 (11.68%) E-Commerce
11 15 (10.95%) TDD
12 14 (10.22%) ETL
12 14 (10.22%) Service Design
12 14 (10.22%) Statistical Analysis
12 14 (10.22%) Stochastic Modelling
13 12 (8.76%) BDD
13 12 (8.76%) Data Analytics
13 12 (8.76%) Data Modelling
13 12 (8.76%) DevOps
Programming Languages
1 52 (37.96%) Java
2 40 (29.20%) SQL
3 34 (24.82%) C#
4 31 (22.63%) Python
5 21 (15.33%) R
6 18 (13.14%) C++
7 16 (11.68%) MATLAB
7 16 (11.68%) Scala
8 12 (8.76%) T-SQL
9 11 (8.03%) JavaScript
10 7 (5.11%) Perl
11 6 (4.38%) Bash Shell
12 5 (3.65%) Objective-C
12 5 (3.65%) Ruby
13 4 (2.92%) PHP
13 4 (2.92%) PL/SQL
14 3 (2.19%) C
14 3 (2.19%) Shell Script
15 2 (1.46%) Apple Swift
Qualifications
1 18 (13.14%) PhD
2 8 (5.84%) Degree
3 2 (1.46%) PRINCE2 Certification
3 2 (1.46%) RHCE
4 1 (0.73%) PMI Certification
4 1 (0.73%) PMP
4 1 (0.73%) Security Cleared
4 1 (0.73%) Sun Certification
Quality Assurance & Compliance
1 6 (4.38%) Data Quality
2 4 (2.92%) QA
System Software
1 3 (2.19%) HDFS
Systems Management
1 4 (2.92%) Kibana
2 2 (1.46%) Opscode Chef
2 2 (1.46%) Puppet
2 2 (1.46%) SELinux
Vendors
1 23 (16.79%) Oracle
2 10 (7.30%) SAP
3 7 (5.11%) Microsoft
3 7 (5.11%) Teradata
4 5 (3.65%) Atlassian
4 5 (3.65%) Cloudera
5 4 (2.92%) Tableau
6 2 (1.46%) Google
6 2 (1.46%) Hortonworks
6 2 (1.46%) Informatica
6 2 (1.46%) Red Hat
7 1 (0.73%) Ab Initio
7 1 (0.73%) Perforce
7 1 (0.73%) Sun
7 1 (0.73%) Sybase
7 1 (0.73%) Talend
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Posted: Yesterday
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