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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Big Data
North West / Manchester
Rank 75 146 146
Rank change year-on-year
+71 0
Permanent jobs citing Big Data 132 28 42
As % of all permanent IT jobs located in Manchester 3.59% 0.87% 1.07%
As % of the Database & Business Intelligence category 10.11% 2.80% 3.16%
Number of salaries quoted 107 20 41
Median salary £52,500 £42,500 £45,000
Median salary % change year-on-year
+23.52% -5.55%
90% offered a salary of more than £36,500 £35,000 £32,500
10% offered a salary of more than £70,000 £65,000 £55,000
UK excluding London median salary £55,000 £52,500 £47,500
% change year-on-year
+4.76% +10.52%

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
1305 1000 1329
As % of all permanent IT jobs located in Manchester 35.53% 31.08% 33.83%
Number of salaries quoted 1161 883 1165
Median salary £40,000 £42,500 £38,750
Median salary % change year-on-year
-5.88% +9.67%
90% offered a salary of more than £28,000 £30,075 £27,500
10% offered a salary of more than £60,000 £50,000 £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 20 January 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 20 January 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
Bolton - 6 £40,000 -
Bury - 2 £41,250 -
Salford - 1 £50,000 -
Stockport - 1 - -
Big Data
North West

Big Data
Top 30 Related IT Skills in Manchester

For the 6 months to 20 January 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.

1 152 (52.96%) Agile Software Development
2 134 (46.69%) Hadoop
3 133 (46.34%) Analytics
4 115 (40.07%) Java
5 114 (39.72%) SQL
6 96 (33.45%) Python
7 95 (33.10%) C#
8 90 (31.36%) MySQL
9 87 (30.31%) Apache Spark
10 73 (25.44%) SQL Server
11 69 (24.04%) Scrum
12 68 (23.69%) JavaScript
13 65 (22.65%) Software Engineering
14 64 (22.30%) Business Intelligence
15 63 (21.95%) Amazon AWS
16 62 (21.60%) Relational Database
17 59 (20.56%) Oracle
18 58 (20.21%) Data Analytics
19 57 (19.86%) Perl
20 56 (19.51%) Spring
20 56 (19.51%) MongoDB
21 55 (19.16%) HTML
22 53 (18.47%) .NET
22 53 (18.47%) E-Commerce
23 52 (18.12%) CSS
23 52 (18.12%) AngularJS
23 52 (18.12%) DevOps
24 49 (17.07%) Elasticsearch
24 49 (17.07%) Apache Hive
24 49 (17.07%) NoSQL

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 87 (30.31%) Apache Spark
2 49 (17.07%) Elasticsearch
3 47 (16.38%) Apache Pig
4 15 (5.23%) SAS
5 10 (3.48%) Apache
6 9 (3.14%) Tomcat
7 8 (2.79%) Apache Solr
8 7 (2.44%) JBoss
8 7 (2.44%) Jetty
8 7 (2.44%) OpenStack
8 7 (2.44%) WebLogic
8 7 (2.44%) WebSphere
9 4 (1.39%) Oracle SOA Suite
9 4 (1.39%) SharePoint
10 3 (1.05%) WordPress
Applications
1 17 (5.92%) SPSS
2 11 (3.83%) MS Excel
3 5 (1.74%) Stata
4 2 (0.70%) S-PLUS
5 1 (0.35%) MS Office
Business Applications
1 8 (2.79%) SAP Oil and Gas
2 1 (0.35%) Dynamics NAV
2 1 (0.35%) OpenText MBPM
2 1 (0.35%) SAP BPC
Cloud Services
1 63 (21.95%) Amazon AWS
2 24 (8.36%) Cloud Computing
3 18 (6.27%) Microsoft Azure
4 8 (2.79%) Amazon EC2
5 7 (2.44%) SaaS
6 3 (1.05%) Amazon EMR
6 3 (1.05%) Google Cloud Platform
7 2 (0.70%) PaaS
8 1 (0.35%) Amazon S3
Communications & Networking
1 3 (1.05%) Broadband
2 2 (0.70%) HTTP
3 1 (0.35%) DNS
3 1 (0.35%) Kerberos
3 1 (0.35%) Skype
Database & Business Intelligence
1 134 (46.69%) Hadoop
2 90 (31.36%) MySQL
3 73 (25.44%) SQL Server
4 62 (21.60%) Relational Database
5 56 (19.51%) MongoDB
6 49 (17.07%) Apache Hive
6 49 (17.07%) NoSQL
7 48 (16.72%) RDBMS
8 30 (10.45%) Data Warehouse
9 27 (9.41%) SQL Server Reporting Services
10 25 (8.71%) SQL Server Analysis Services
10 25 (8.71%) SQL Server Integration Services
11 17 (5.92%) Data Mining
12 16 (5.57%) MS Access
13 15 (5.23%) Amazon Redshift
14 14 (4.88%) Apache Cassandra
15 12 (4.18%) QlikView
16 11 (3.83%) SQL Server 2008
17 10 (3.48%) Power BI
18 9 (3.14%) SQL Server 2012
Development Applications
1 23 (8.01%) NUnit
2 17 (5.92%) Git (software)
3 13 (4.53%) Jenkins
4 10 (3.48%) Atlassian Bamboo
5 5 (1.74%) Maven
6 3 (1.05%) PHPUnit
7 2 (0.70%) JUnit
8 1 (0.35%) Cucumber
8 1 (0.35%) Gradle
8 1 (0.35%) Mercurial
8 1 (0.35%) Mockito
8 1 (0.35%) SQL Server Management Studio (SSMS)
8 1 (0.35%) Team Foundation Server
General
1 38 (13.24%) Finance
1 38 (13.24%) Retail
2 28 (9.76%) Military
3 27 (9.41%) Marketing
4 19 (6.62%) Banking
5 13 (4.53%) Legal
6 11 (3.83%) Telecoms
7 8 (2.79%) Electronics
7 8 (2.79%) Manufacturing
8 5 (1.74%) Law
9 4 (1.39%) Automotive
10 3 (1.05%) Aerospace
11 2 (0.70%) Games
11 2 (0.70%) Retail Banking
12 1 (0.35%) Advertising
Job Titles
1 115 (40.07%) Developer
2 53 (18.47%) Senior Developer
3 44 (15.33%) Architect
3 44 (15.33%) Software Engineer
4 40 (13.94%) Software Developer
5 33 (11.50%) .NET Developer
5 33 (11.50%) Java Developer
6 30 (10.45%) Lead Developer
7 29 (10.10%) C# Developer
8 24 (8.36%) Lead .NET Developer
9 23 (8.01%) C# .NET Developer
10 22 (7.67%) Senior .NET Developer
11 21 (7.32%) Lead C# Developer
11 21 (7.32%) Senior C# .NET Developer
11 21 (7.32%) Senior C# Developer
12 20 (6.97%) Data Scientist
13 19 (6.62%) Java Software Developer
14 18 (6.27%) Data Architect
15 16 (5.57%) Business Intelligence Developer
16 15 (5.23%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 56 (19.51%) Spring
2 55 (19.16%) HTML
3 53 (18.47%) .NET
4 52 (18.12%) AngularJS
4 52 (18.12%) CSS
5 47 (16.38%) Hibernate
6 46 (16.03%) Node.js
7 44 (15.33%) Java EE
7 44 (15.33%) jQuery
8 39 (13.59%) HTML5
9 35 (12.20%) Apache Camel
10 34 (11.85%) CSS3
10 34 (11.85%) Middleware
10 34 (11.85%) WCF
11 24 (8.36%) Web Services
12 23 (8.01%) React
12 23 (8.01%) REST
12 23 (8.01%) WPF
13 16 (5.57%) LAMP
14 14 (4.88%) JSON
Miscellaneous
1 48 (16.72%) Visualisation
2 23 (8.01%) PKI
2 23 (8.01%) Xbox
3 19 (6.62%) Algorithms
3 19 (6.62%) Statistics
4 17 (5.92%) Computer Science
4 17 (5.92%) iPad
5 14 (4.88%) Analytical Skills
5 14 (4.88%) Enterprise Software
6 11 (3.83%) Mobile App
7 10 (3.48%) Credit Risk
7 10 (3.48%) Data Integration
8 9 (3.14%) Mathematics
9 6 (2.09%) Data Protection Act
9 6 (2.09%) NHS
10 5 (1.74%) Physics
10 5 (1.74%) Telematics
11 4 (1.39%) CUDA
11 4 (1.39%) Cyberthreat
11 4 (1.39%) Data Extraction
Operating Systems
1 27 (9.41%) Linux
2 11 (3.83%) Android
2 11 (3.83%) Apple iOS
3 5 (1.74%) Unix
4 4 (1.39%) Windows
4 4 (1.39%) Windows Phone
5 1 (0.35%) Red Hat Enterprise Linux
Processes & Methodologies
1 152 (52.96%) Agile Software Development
2 133 (46.34%) Analytics
3 69 (24.04%) Scrum
4 65 (22.65%) Software Engineering
5 64 (22.30%) Business Intelligence
6 58 (20.21%) Data Analytics
7 53 (18.47%) E-Commerce
8 52 (18.12%) DevOps
9 49 (17.07%) Machine Learning
10 47 (16.38%) SDLC
11 41 (14.29%) TDD
12 36 (12.54%) Continuous Improvement
13 35 (12.20%) Information Security
14 34 (11.85%) Time Management
15 33 (11.50%) Open Source
16 32 (11.15%) MVC
17 28 (9.76%) Continuous Integration
18 20 (6.97%) Mentoring
19 19 (6.62%) BDD
19 19 (6.62%) SOA
Programming Languages
1 115 (40.07%) Java
2 114 (39.72%) SQL
3 96 (33.45%) Python
4 95 (33.10%) C#
5 68 (23.69%) JavaScript
6 57 (19.86%) Perl
7 46 (16.03%) C
8 38 (13.24%) Ruby
9 35 (12.20%) R
10 24 (8.36%) T-SQL
11 21 (7.32%) PHP
12 19 (6.62%) MATLAB
12 19 (6.62%) Scala
13 17 (5.92%) C++
14 14 (4.88%) Bash Shell
15 10 (3.48%) Go
16 4 (1.39%) Apple Swift
16 4 (1.39%) Clojure
16 4 (1.39%) Objective-C
17 3 (1.05%) Haskell
Qualifications
1 39 (13.59%) Degree
2 34 (11.85%) Security Cleared
3 31 (10.80%) DV Cleared
4 18 (6.27%) PhD
5 1 (0.35%) ISTQB
5 1 (0.35%) PRINCE2 Certification
Quality Assurance & Compliance
1 6 (2.09%) Data Quality
2 2 (0.70%) COBIT
3 1 (0.35%) QA
System Software
1 35 (12.20%) Hyper-V
1 35 (12.20%) VMware Infrastructure
2 4 (1.39%) HDFS
3 3 (1.05%) Docker
4 1 (0.35%) Apache Flume
4 1 (0.35%) Apache ZooKeeper
Systems Management
1 10 (3.48%) Puppet
2 8 (2.79%) Opscode Chef
3 7 (2.44%) Ansible
3 7 (2.44%) Kibana
3 7 (2.44%) logstash
3 7 (2.44%) Salt
4 3 (1.05%) Terraform
5 1 (0.35%) Oozie
Vendors
1 59 (20.56%) Oracle
2 35 (12.20%) VMware
3 28 (9.76%) Google
4 24 (8.36%) Tableau
5 23 (8.01%) Microsoft
6 14 (4.88%) Cloudera
7 10 (3.48%) SAP
8 8 (2.79%) Hortonworks
9 6 (2.09%) Remedy
9 6 (2.09%) Teradata
10 3 (1.05%) Cognos
10 3 (1.05%) Perforce
11 2 (0.70%) Red Hat
11 2 (0.70%) SaltStack
11 2 (0.70%) Splunk
11 2 (0.70%) Xamarin
12 1 (0.35%) JDA
Manchester, Lancashire
Agile Recruitment Ltd
Salary: benefits
Posted: Yesterday
Greater Manchester
ANSON MCCADE
Salary: £60,000 - £80,000k base, bonus & a fantastic range of additional benef
Posted: 2 days ago
Manchester, Lancashire
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Posted: 22 hours ago
Manchester, Lancashire
Parallel Consulting
Salary: £65000 - £81000 per annum + Generous benefits package
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Manchester, Lancashire
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Salary: £60000 - £65000 per annum + Bonus + Benefits
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Greater Manchester
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Manchester, Lancashire
Opus IT Consulting
Salary: £50 - £58000 per annum + Car Allowance
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Greater Manchester
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Salary: £45,000 - £85,000 + extensive benefits package
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Greater Manchester
ANSON MCCADE
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Greater Manchester
ANSON MCCADE
Salary: £68,000 - £110,000 + extensive benefits package
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Greater Manchester
ANSON MCCADE
Salary: £80,000-£100,000
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Salary: £30000.00 - £35000.00 per annum + Company Benefits
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Manchester, Lancashire
Raytheon Systems Ltd
Salary: Full Benefits package, Bonus
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Manchester, Lancashire
Raytheon Systems Ltd
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Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive Base Salary with pension, bonus and other
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Greater Manchester
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Salary: £60,000-70,000k base and strong package
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