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 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 56 137 153
Rank change year-on-year
+81 +16
Permanent jobs citing Big Data 169 49 53
As % of all permanent IT jobs located in Manchester 4.53% 1.39% 1.25%
As % of the Database & Business Intelligence category 12.43% 4.45% 3.56%
Number of salaries quoted 156 32 50
Median salary £52,500 £45,000 £45,000
Median salary % change year-on-year
+16.66% -
90% offered a salary of more than £34,500 £35,000 £39,450
10% offered a salary of more than £71,250 £166,000 £55,000
UK excluding London median salary £53,000 £50,250 £47,500
% change year-on-year
+5.47% +5.78%
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
1360 1101 1490
As % of all permanent IT jobs located in Manchester 36.43% 31.23% 35.20%
Number of salaries quoted 1237 953 1311
Median salary £45,000 £42,500 £38,500
Median salary % change year-on-year
+5.88% +10.38%
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £60,000 £52,500 £52,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 10 December 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 10 December 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
Bolton - 6 £40,000 -
Cheadle - 6 £34,000 -
Salford +2 2 £50,000 - 1
Stockport - 1 - -
Big Data
North West

Big Data
Top 30 Related IT Skills in Manchester

For the 6 months to 10 December 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.

1 127 (48.11%) Agile Software Development
2 121 (45.83%) Analytics
3 108 (40.91%) SQL
4 106 (40.15%) Hadoop
5 93 (35.23%) Java
6 81 (30.68%) C#
6 81 (30.68%) Python
7 75 (28.41%) MySQL
8 69 (26.14%) SQL Server
9 66 (25.00%) Apache Spark
10 63 (23.86%) Amazon AWS
11 62 (23.48%) Business Intelligence
12 54 (20.45%) .NET
12 54 (20.45%) Software Engineering
13 50 (18.94%) Scrum
13 50 (18.94%) Machine Learning
14 49 (18.56%) Relational Database
15 47 (17.80%) NoSQL
16 46 (17.42%) Oracle
17 45 (17.05%) JavaScript
17 45 (17.05%) MongoDB
18 44 (16.67%) Data Analytics
18 44 (16.67%) Perl
18 44 (16.67%) E-Commerce
19 40 (15.15%) Spring
20 39 (14.77%) Finance
21 38 (14.39%) AngularJS
22 37 (14.02%) Elasticsearch
22 37 (14.02%) HTML
23 36 (13.64%) CSS

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 66 (25.00%) Apache Spark
2 37 (14.02%) Elasticsearch
3 29 (10.98%) Apache Pig
4 14 (5.30%) SAS
5 8 (3.03%) Apache
6 7 (2.65%) Apache Solr
6 7 (2.65%) Tomcat
7 6 (2.27%) JBoss
7 6 (2.27%) Jetty
7 6 (2.27%) OpenStack
7 6 (2.27%) WebLogic
7 6 (2.27%) WebSphere
8 4 (1.52%) SharePoint
9 3 (1.14%) Oracle SOA Suite
9 3 (1.14%) WordPress
Applications
1 15 (5.68%) SPSS
2 10 (3.79%) MS Excel
3 4 (1.52%) Stata
4 1 (0.38%) MS Office
4 1 (0.38%) S-PLUS
Business Applications
1 8 (3.03%) SAP Oil and Gas
2 1 (0.38%) Dynamics NAV
2 1 (0.38%) OpenText MBPM
2 1 (0.38%) SAP BPC
Cloud Services
1 63 (23.86%) Amazon AWS
2 24 (9.09%) Cloud Computing
3 17 (6.44%) Microsoft Azure
4 9 (3.41%) Amazon EC2
5 7 (2.65%) SaaS
6 3 (1.14%) Amazon EMR
6 3 (1.14%) Google Cloud Platform
7 2 (0.76%) PaaS
8 1 (0.38%) Amazon S3
Communications & Networking
1 3 (1.14%) Broadband
2 1 (0.38%) DNS
2 1 (0.38%) HTTP
2 1 (0.38%) Intranet
2 1 (0.38%) Skype
2 1 (0.38%) VoIP
Database & Business Intelligence
1 106 (40.15%) Hadoop
2 75 (28.41%) MySQL
3 69 (26.14%) SQL Server
4 49 (18.56%) Relational Database
5 47 (17.80%) NoSQL
6 45 (17.05%) MongoDB
7 36 (13.64%) RDBMS
8 34 (12.88%) Data Warehouse
9 31 (11.74%) Apache Hive
10 23 (8.71%) SQL Server Reporting Services
11 22 (8.33%) Data Mining
12 21 (7.95%) SQL Server Analysis Services
12 21 (7.95%) SQL Server Integration Services
13 16 (6.06%) Amazon Redshift
14 13 (4.92%) MS Access
15 11 (4.17%) QlikView
16 10 (3.79%) Apache Cassandra
16 10 (3.79%) Power BI
17 9 (3.41%) SQL Server 2012
18 8 (3.03%) SQL Server 2008
Development Applications
1 23 (8.71%) NUnit
2 14 (5.30%) Git (software)
3 10 (3.79%) Jenkins
4 7 (2.65%) Atlassian Bamboo
5 5 (1.89%) Maven
6 3 (1.14%) PHPUnit
7 2 (0.76%) JUnit
8 1 (0.38%) Cucumber
8 1 (0.38%) Gradle
8 1 (0.38%) Mercurial
8 1 (0.38%) Mockito
8 1 (0.38%) SQL Server Management Studio (SSMS)
8 1 (0.38%) Team Foundation Server
General
1 39 (14.77%) Finance
2 35 (13.26%) Retail
3 25 (9.47%) Marketing
4 20 (7.58%) Military
5 19 (7.20%) Banking
6 13 (4.92%) Legal
7 12 (4.55%) Telecoms
8 8 (3.03%) Electronics
8 8 (3.03%) Manufacturing
9 5 (1.89%) Law
10 4 (1.52%) Automotive
11 2 (0.76%) Aerospace
11 2 (0.76%) Retail Banking
12 1 (0.38%) Advertising
12 1 (0.38%) Games
12 1 (0.38%) Investment Banking
Job Titles
1 101 (38.26%) Developer
2 49 (18.56%) Senior Developer
3 44 (16.67%) Architect
4 36 (13.64%) Software Engineer
5 32 (12.12%) .NET Developer
6 29 (10.98%) Software Developer
7 27 (10.23%) C# Developer
7 27 (10.23%) Lead Developer
8 24 (9.09%) Lead .NET Developer
9 23 (8.71%) C# .NET Developer
10 22 (8.33%) Senior .NET Developer
11 21 (7.95%) Java Developer
11 21 (7.95%) Lead C# Developer
11 21 (7.95%) Senior C# .NET Developer
11 21 (7.95%) Senior C# Developer
12 18 (6.82%) Technical Architect
13 17 (6.44%) Data Architect
14 16 (6.06%) Solutions Architect
15 15 (5.68%) Business Intelligence Developer
15 15 (5.68%) Data Scientist
Libraries, Frameworks & Software Standards
1 54 (20.45%) .NET
2 40 (15.15%) Spring
3 38 (14.39%) AngularJS
4 37 (14.02%) HTML
5 36 (13.64%) CSS
6 34 (12.88%) Hibernate
6 34 (12.88%) WCF
7 32 (12.12%) Java EE
8 31 (11.74%) jQuery
8 31 (11.74%) Node.js
9 26 (9.85%) HTML5
10 23 (8.71%) Apache Camel
10 23 (8.71%) WPF
11 22 (8.33%) CSS3
11 22 (8.33%) Middleware
12 20 (7.58%) Web Services
13 19 (7.20%) REST
14 18 (6.82%) React
15 13 (4.92%) JSON
15 13 (4.92%) RabbitMQ
Miscellaneous
1 31 (11.74%) Visualisation
2 23 (8.71%) Xbox
3 22 (8.33%) Algorithms
4 19 (7.20%) Statistics
5 17 (6.44%) Enterprise Software
6 15 (5.68%) PKI
7 14 (5.30%) Computer Science
7 14 (5.30%) iPad
8 13 (4.92%) Analytical Skills
9 11 (4.17%) Data Integration
10 10 (3.79%) Mathematics
11 9 (3.41%) Credit Risk
11 9 (3.41%) Mobile App
12 7 (2.65%) CUDA
13 6 (2.27%) Data Protection Act
14 5 (1.89%) Data Structures
14 5 (1.89%) Social Media
14 5 (1.89%) Telematics
15 4 (1.52%) Cyberthreat
15 4 (1.52%) Data Extraction
Operating Systems
1 23 (8.71%) Linux
2 10 (3.79%) Android
2 10 (3.79%) Apple iOS
3 6 (2.27%) Unix
4 5 (1.89%) Windows
5 4 (1.52%) Windows Phone
6 1 (0.38%) Windows Server
Processes & Methodologies
1 127 (48.11%) Agile Software Development
2 121 (45.83%) Analytics
3 62 (23.48%) Business Intelligence
4 54 (20.45%) Software Engineering
5 50 (18.94%) Machine Learning
5 50 (18.94%) Scrum
6 44 (16.67%) Data Analytics
6 44 (16.67%) E-Commerce
7 36 (13.64%) DevOps
8 35 (13.26%) SDLC
9 33 (12.50%) TDD
10 31 (11.74%) MVC
11 30 (11.36%) Open Source
12 26 (9.85%) Continuous Improvement
13 23 (8.71%) Continuous Integration
13 23 (8.71%) Information Security
14 22 (8.33%) Time Management
15 21 (7.95%) Data Analysis
16 20 (7.58%) Software Delivery
17 17 (6.44%) ETL
Programming Languages
1 108 (40.91%) SQL
2 93 (35.23%) Java
3 81 (30.68%) C#
3 81 (30.68%) Python
4 45 (17.05%) JavaScript
5 44 (16.67%) Perl
6 34 (12.88%) C
6 34 (12.88%) R
7 26 (9.85%) Ruby
8 21 (7.95%) PHP
9 20 (7.58%) Scala
9 20 (7.58%) T-SQL
10 19 (7.20%) C++
10 19 (7.20%) MATLAB
11 14 (5.30%) Bash Shell
12 9 (3.41%) Go
13 4 (1.52%) Apple Swift
13 4 (1.52%) Objective-C
14 3 (1.14%) Clojure
14 3 (1.14%) Haskell
Qualifications
1 28 (10.61%) Degree
2 25 (9.47%) Security Cleared
3 21 (7.95%) DV Cleared
4 19 (7.20%) PhD
5 2 (0.76%) PRINCE2 Certification
6 1 (0.38%) ISTQB
6 1 (0.38%) PMI Certification
6 1 (0.38%) PMP
6 1 (0.38%) Sun Certification
Quality Assurance & Compliance
1 9 (3.41%) Data Quality
2 2 (0.76%) COBIT
3 1 (0.38%) QA
System Software
1 23 (8.71%) Hyper-V
1 23 (8.71%) VMware Infrastructure
2 3 (1.14%) Docker
3 2 (0.76%) HDFS
4 1 (0.38%) Apache Flume
4 1 (0.38%) Apache ZooKeeper
Systems Management
1 8 (3.03%) Puppet
2 6 (2.27%) Ansible
2 6 (2.27%) Kibana
2 6 (2.27%) logstash
2 6 (2.27%) Opscode Chef
2 6 (2.27%) Salt
3 3 (1.14%) Terraform
4 1 (0.38%) Oozie
Vendors
1 46 (17.42%) Oracle
2 28 (10.61%) Google
3 23 (8.71%) VMware
4 22 (8.33%) Tableau
5 20 (7.58%) Microsoft
6 13 (4.92%) Cloudera
7 10 (3.79%) SAP
8 8 (3.03%) Hortonworks
9 5 (1.89%) Teradata
10 4 (1.52%) Remedy
11 3 (1.14%) Perforce
12 2 (0.76%) Cognos
12 2 (0.76%) Red Hat
12 2 (0.76%) SaltStack
12 2 (0.76%) Xamarin
13 1 (0.38%) Informatica
13 1 (0.38%) JDA
13 1 (0.38%) Splunk
13 1 (0.38%) Sun
13 1 (0.38%) Sybase
Manchester, Lancashire
Oscar
Salary: £40000 - £60000 per annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
Cathcart Associates Ltd
Salary: £25000 - £35000 per annum + Flexible Working & Stock Options
Posted: 2 days ago
Manchester, Lancashire
ClearCube Consulting
Salary: From £70,000 to £120,000 per annum
Posted: 3 days ago
Manchester, Lancashire
Venturi
Salary: £60000 - £65000 per annum + Bonus + Benefits
Posted: 4 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 5 days ago
Manchester, Lancashire
Digital Gurus
Posted: 5 days ago
Greater Manchester
ANSON MCCADE
Salary: £50,000-£65,000 depending on experience.
Posted: 5 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + 6.5k Car Cash Allowance + Benefits
Posted: 5 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 9 days ago
Manchester
Computer Futures
Salary: £50000 - £80000 per annum + Strong
Posted: 19 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Unspecified competitive plus benefits
Posted: 16 days ago
Salford, Lancashire
Raytheon Systems Ltd
Posted: 19 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
Posted: 19 days ago
Manchester
People Source Consulting
Salary: £47000 - £55000 per annum + bonus + benefits
Posted: 15 days ago
Manchester
People Source Consulting
Salary: £40000 - £50000 per annum + bonus + great benefits
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Manchester
People Source Consulting
Salary: £35000 - £45000 per annum + amazing benefits + bonus
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Manchester
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Salary: £55000 - £110000 per annum + 10% bonus + benefits
Posted: 27 days ago