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 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Big Data
North West / Manchester
Rank 90 142 159
Rank change year-on-year
+52 +17
Permanent jobs citing Big Data 115 37 30
As % of all permanent IT jobs located in Manchester 3.04% 1.11% 0.77%
As % of the Database & Business Intelligence category 8.85% 3.62% 2.34%
Number of salaries quoted 73 31 26
Median salary £55,000 £42,500 £41,250
Median salary % change year-on-year
+29.41% +3.03%
90% offered a salary of more than £35,000 £35,000 £27,500
10% offered a salary of more than £62,500 £70,000 £60,000
UK excluding London median salary £55,000 £51,750 £50,000
% change year-on-year
+6.28% +3.50%

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
1300 1022 1280
As % of all permanent IT jobs located in Manchester 34.31% 30.75% 32.85%
Number of salaries quoted 1111 890 1121
Median salary £40,000 £42,500 £37,500
Median salary % change year-on-year
-5.88% +13.33%
90% offered a salary of more than £28,500 £30,000 £27,500
10% offered a salary of more than £60,000 £50,000 £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 22 February 2017.

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 22 February 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
Stockport +7 3 £36,250 +45.00%
Bury - 3 £47,500 -
Bolton - 2 £40,000 -
Salford - 2 £36,000 - 1
Big Data
North West

Big Data
Top 30 Related IT Skills in Manchester

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

1 169 (58.08%) Agile Software Development
2 149 (51.20%) Hadoop
3 138 (47.42%) Java
4 125 (42.96%) Analytics
5 112 (38.49%) SQL
6 101 (34.71%) C#
7 100 (34.36%) MySQL
7 100 (34.36%) Python
8 97 (33.33%) Apache Spark
9 86 (29.55%) Scrum
10 83 (28.52%) JavaScript
11 79 (27.15%) Software Engineering
12 78 (26.80%) DevOps
13 76 (26.12%) Amazon AWS
14 75 (25.77%) SQL Server
15 71 (24.40%) Oracle
16 68 (23.37%) Spring
16 68 (23.37%) Relational Database
17 64 (21.99%) E-Commerce
17 64 (21.99%) Business Intelligence
18 63 (21.65%) AngularJS
19 62 (21.31%) MongoDB
19 62 (21.31%) Perl
19 62 (21.31%) HTML
20 61 (20.96%) Data Analytics
21 59 (20.27%) Elasticsearch
22 58 (19.93%) Visualisation
22 58 (19.93%) CSS
23 57 (19.59%) Node.js
24 55 (18.90%) Apache Hive

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 97 (33.33%) Apache Spark
2 59 (20.27%) Elasticsearch
3 54 (18.56%) Apache Pig
4 12 (4.12%) Tomcat
5 11 (3.78%) Apache
5 11 (3.78%) SAS
6 10 (3.44%) Apache Solr
7 9 (3.09%) JBoss
7 9 (3.09%) Jetty
7 9 (3.09%) OpenStack
7 9 (3.09%) WebLogic
7 9 (3.09%) WebSphere
8 4 (1.37%) Oracle SOA Suite
8 4 (1.37%) SharePoint
9 2 (0.69%) WordPress
10 1 (0.34%) Confluence
Applications
1 12 (4.12%) SPSS
2 10 (3.44%) MS Excel
3 5 (1.72%) Stata
4 2 (0.69%) S-PLUS
5 1 (0.34%) MS Office
5 1 (0.34%) Spreadsheet
Business Applications
1 10 (3.44%) SAP Oil and Gas
2 1 (0.34%) Infor M3
2 1 (0.34%) OpenText MBPM
2 1 (0.34%) SAP BPC
2 1 (0.34%) SAP S/4HANA
Cloud Services
1 76 (26.12%) Amazon AWS
2 24 (8.25%) Cloud Computing
2 24 (8.25%) Microsoft Azure
3 10 (3.44%) Amazon EC2
3 10 (3.44%) SaaS
4 5 (1.72%) Amazon Kinesis
5 4 (1.37%) Amazon SQS
5 4 (1.37%) AWS CloudFormation
5 4 (1.37%) Google Cloud Platform
6 3 (1.03%) Amazon EMR
6 3 (1.03%) PaaS
7 1 (0.34%) Amazon S3
7 1 (0.34%) IaaS
Communications & Networking
1 4 (1.37%) Intranet
2 3 (1.03%) Broadband
3 2 (0.69%) HTTP
4 1 (0.34%) DNS
4 1 (0.34%) Internet
4 1 (0.34%) Kerberos
4 1 (0.34%) SSL
Database & Business Intelligence
1 149 (51.20%) Hadoop
2 100 (34.36%) MySQL
3 75 (25.77%) SQL Server
4 68 (23.37%) Relational Database
5 62 (21.31%) MongoDB
6 55 (18.90%) Apache Hive
7 52 (17.87%) RDBMS
8 44 (15.12%) NoSQL
9 29 (9.97%) SQL Server Reporting Services
10 28 (9.62%) SQL Server Integration Services
11 27 (9.28%) Data Warehouse
11 27 (9.28%) SQL Server Analysis Services
12 19 (6.53%) MS Access
13 16 (5.50%) Apache Cassandra
14 15 (5.15%) SQL Server 2008
15 14 (4.81%) Amazon Redshift
16 12 (4.12%) Data Mining
16 12 (4.12%) QlikView
17 11 (3.78%) PostgreSQL
18 10 (3.44%) Power BI
Development Applications
1 23 (7.90%) NUnit
2 20 (6.87%) Git (software)
3 15 (5.15%) Jenkins
4 12 (4.12%) Atlassian Bamboo
5 5 (1.72%) Maven
6 4 (1.37%) GoCD
6 4 (1.37%) JUnit
7 3 (1.03%) Talend Open Studio
8 2 (0.69%) PHPUnit
8 2 (0.69%) Selenium
9 1 (0.34%) Appium
9 1 (0.34%) Artifactory
9 1 (0.34%) Cucumber
9 1 (0.34%) Firebug
9 1 (0.34%) Gradle
9 1 (0.34%) JIRA
9 1 (0.34%) Mercurial
9 1 (0.34%) Mockito
9 1 (0.34%) SonarQube
9 1 (0.34%) Team Foundation Server
General
1 43 (14.78%) Finance
2 35 (12.03%) Retail
3 32 (11.00%) Military
4 29 (9.97%) Marketing
5 16 (5.50%) Banking
6 14 (4.81%) Legal
7 13 (4.47%) Telecoms
8 10 (3.44%) Electronics
8 10 (3.44%) Manufacturing
9 5 (1.72%) Law
10 4 (1.37%) Automotive
11 3 (1.03%) Aerospace
12 2 (0.69%) Games
13 1 (0.34%) Advertising
Job Titles
1 131 (45.02%) Developer
2 57 (19.59%) Senior Developer
3 50 (17.18%) Java Developer
4 48 (16.49%) Software Developer
4 48 (16.49%) Software Engineer
5 41 (14.09%) Architect
6 33 (11.34%) .NET Developer
7 32 (11.00%) Lead Developer
8 31 (10.65%) C# Developer
9 28 (9.62%) Java Software Developer
10 24 (8.25%) Lead .NET Developer
11 23 (7.90%) C# .NET Developer
12 22 (7.56%) Senior .NET Developer
13 21 (7.22%) Lead C# Developer
13 21 (7.22%) Senior C# .NET Developer
13 21 (7.22%) Senior C# Developer
14 19 (6.53%) Java Engineer
14 19 (6.53%) Java Software Engineer
15 18 (6.19%) Data Scientist
16 17 (5.84%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 68 (23.37%) Spring
2 63 (21.65%) AngularJS
3 62 (21.31%) HTML
4 58 (19.93%) CSS
5 57 (19.59%) Node.js
6 54 (18.56%) Java EE
7 52 (17.87%) .NET
7 52 (17.87%) Hibernate
8 48 (16.49%) jQuery
9 45 (15.46%) Apache Camel
10 44 (15.12%) HTML5
11 42 (14.43%) Middleware
12 40 (13.75%) CSS3
13 34 (11.68%) WCF
14 31 (10.65%) React
15 28 (9.62%) Web Services
16 24 (8.25%) REST
17 23 (7.90%) WPF
18 19 (6.53%) LAMP
19 17 (5.84%) RabbitMQ
Miscellaneous
1 29 (9.97%) PKI
2 25 (8.59%) iPad
3 23 (7.90%) Xbox
4 18 (6.19%) Computer Science
5 15 (5.15%) Analytical Skills
6 14 (4.81%) Algorithms
6 14 (4.81%) Mobile App
7 9 (3.09%) Enterprise Software
8 7 (2.41%) Credit Risk
9 6 (2.06%) NHS
10 5 (1.72%) Cybercrime
11 4 (1.37%) Cyberthreat
11 4 (1.37%) Data Protection Act
12 3 (1.03%) Data Structures
12 3 (1.03%) Social Media
12 3 (1.03%) User Experience
13 2 (0.69%) Management Information System
13 2 (0.69%) N-Tier
13 2 (0.69%) Online Gambling
13 2 (0.69%) Taxonomies
Operating Systems
1 33 (11.34%) Linux
2 11 (3.78%) Android
2 11 (3.78%) Apple iOS
3 7 (2.41%) Unix
4 4 (1.37%) Windows
5 2 (0.69%) Windows Phone
6 1 (0.34%) Red Hat Enterprise Linux
Processes & Methodologies
1 169 (58.08%) Agile Software Development
2 125 (42.96%) Analytics
3 86 (29.55%) Scrum
4 79 (27.15%) Software Engineering
5 78 (26.80%) DevOps
6 64 (21.99%) Business Intelligence
6 64 (21.99%) E-Commerce
7 61 (20.96%) Data Analytics
8 58 (19.93%) Visualisation
9 55 (18.90%) SDLC
10 51 (17.53%) TDD
11 48 (16.49%) Machine Learning
12 43 (14.78%) Information Security
13 42 (14.43%) Time Management
14 39 (13.40%) Continuous Improvement
15 38 (13.06%) Continuous Integration
16 34 (11.68%) MVC
17 33 (11.34%) Open Source
18 28 (9.62%) SOA
19 26 (8.93%) BDD
Programming Languages
1 138 (47.42%) Java
2 112 (38.49%) SQL
3 101 (34.71%) C#
4 100 (34.36%) Python
5 83 (28.52%) JavaScript
6 62 (21.31%) Perl
7 54 (18.56%) C
8 49 (16.84%) Ruby
9 27 (9.28%) T-SQL
10 26 (8.93%) R
11 21 (7.22%) Scala
12 18 (6.19%) PHP
13 15 (5.15%) C++
14 14 (4.81%) Bash Shell
15 13 (4.47%) Go
15 13 (4.47%) MATLAB
16 5 (1.72%) Clojure
17 3 (1.03%) Haskell
18 2 (0.69%) Shell Script
18 2 (0.69%) VBA
Qualifications
1 50 (17.18%) Degree
2 40 (13.75%) Security Cleared
3 37 (12.71%) DV Cleared
4 12 (4.12%) PhD
5 4 (1.37%) AWS Certification
6 2 (0.69%) ISTQB
Quality Assurance & Compliance
1 8 (2.75%) Data Quality
2 3 (1.03%) QA
3 2 (0.69%) COBIT
3 2 (0.69%) IFRS
3 2 (0.69%) IFRS 9
System Software
1 43 (14.78%) Hyper-V
1 43 (14.78%) VMware Infrastructure
2 8 (2.75%) Docker
3 4 (1.37%) HDFS
4 1 (0.34%) Apache Flume
4 1 (0.34%) Apache ZooKeeper
Systems Management
1 16 (5.50%) Kibana
2 14 (4.81%) Puppet
3 12 (4.12%) Opscode Chef
4 11 (3.78%) Ansible
5 9 (3.09%) logstash
5 9 (3.09%) Salt
6 7 (2.41%) Terraform
7 4 (1.37%) Packer
8 1 (0.34%) Mesos
8 1 (0.34%) Oozie
Vendors
1 71 (24.40%) Oracle
2 43 (14.78%) VMware
3 34 (11.68%) Google
4 25 (8.59%) Microsoft
4 25 (8.59%) Tableau
5 12 (4.12%) Cloudera
5 12 (4.12%) SAP
6 7 (2.41%) Hortonworks
7 6 (2.06%) Remedy
7 6 (2.06%) Teradata
8 3 (1.03%) Cognos
8 3 (1.03%) Talend
9 2 (0.69%) Perforce
9 2 (0.69%) Red Hat
9 2 (0.69%) SaltStack
9 2 (0.69%) Splunk
9 2 (0.69%) Xamarin
10 1 (0.34%) Apple
10 1 (0.34%) Informatica
10 1 (0.34%) JDA
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Circle Recruitment
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Circle Recruitment
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Salary: benefits
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Salary: 30,000 - 50,000 plus benefits
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Salary: £60000 - £80000.00 per annum + pension, healthcare, etc.
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Salary: £45000 - £60000 per annum + bonus + benefits
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