The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Big Data
North West / Manchester
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 89 132 149
Rank change year-on-year +43 +17  
Permanent jobs citing Big Data 125 50 44
As % of all permanent IT jobs advertised in Manchester 3.19% 1.47% 1.16%
As % of the Database & Business Intelligence category 9.45% 4.78% 3.40%
Number of salaries quoted 74 43 37
Median salary £57,500 £45,000 £41,500
Median salary % change year-on-year +27.77% +8.43%  
90% offered a salary of more than £35,000 £35,000 £32,100
10% offered a salary of more than £70,000 £70,000 £53,500
UK excluding London median salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76%  

Big Data is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Manchester
Permanent job vacancies with a requirement for database and business intelligence skills 1323 1046 1293
As % of all permanent IT job vacancies advertised in Manchester 33.79% 30.70% 34.12%
Number of salaries quoted 1109 905 1111
Median salary £40,000 £42,500 £40,000
Median salary % change year-on-year -5.88% +6.25%  
90% offered a salary of more than £29,200 £30,000 £28,350
10% offered a salary of more than £60,000 £52,500 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Big Data
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester citing Big Data as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Big Data 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 in Manchester.

Salary trend for Big Data in Manchester

Big Data
Salary Histogram in Manchester

The salary distribution of IT jobs citing Big Data in Manchester over the 3 months to 28 March 2017.

Salary histogram for Big Data 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 28 March 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
Bury - 4 £48,750 -
Stockport +3 3 £35,000 +40.00% 1
Salford - 2 £22,000 -
Big Data
North West

For the 6 months to 28 March 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.

1 161 (58.76%) Agile Software Development
2 146 (53.28%) Hadoop
3 142 (51.82%) Java
4 100 (36.50%) Python
5 98 (35.77%) Analytics
6 97 (35.40%) SQL
7 96 (35.04%) Apache Spark
8 94 (34.31%) C#
9 91 (33.21%) DevOps
10 89 (32.48%) MySQL
11 87 (31.75%) JavaScript
12 84 (30.66%) Scrum
13 81 (29.56%) Software Engineering
14 77 (28.10%) Amazon AWS
15 71 (25.91%) Spring
16 70 (25.55%) Oracle
17 65 (23.72%) E-Commerce
17 65 (23.72%) Relational Database
18 63 (22.99%) Data Analytics
19 61 (22.26%) SQL Server
20 59 (21.53%) HTML
20 59 (21.53%) TDD
21 58 (21.17%) Node.js
22 57 (20.80%) Apache Hive
22 57 (20.80%) AngularJS
23 56 (20.44%) Apache Pig
24 55 (20.07%) Elasticsearch
25 54 (19.71%) Visualisation
26 53 (19.34%) MongoDB
26 53 (19.34%) C

Big Data
Co-occurring 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 96 (35.04%) Apache Spark
2 56 (20.44%) Apache Pig
3 55 (20.07%) Elasticsearch
4 12 (4.38%) Apache
5 11 (4.01%) Tomcat
6 9 (3.28%) SAS
7 8 (2.92%) Apache Solr
7 8 (2.92%) JBoss
7 8 (2.92%) Jetty
7 8 (2.92%) OpenStack
7 8 (2.92%) WebLogic
7 8 (2.92%) WebSphere
8 2 (0.73%) Oracle SOA Suite
8 2 (0.73%) SharePoint
9 1 (0.36%) Confluence
Applications
1 9 (3.28%) SPSS
2 4 (1.46%) S-PLUS
2 4 (1.46%) Stata
3 3 (1.09%) MS Excel
4 1 (0.36%) Spreadsheet
Business Applications
1 12 (4.38%) SAP Oil and Gas
2 1 (0.36%) Infor M3
2 1 (0.36%) OpenText MBPM
2 1 (0.36%) SAP BPC
2 1 (0.36%) SAP S/4HANA
Cloud Services
1 77 (28.10%) Amazon AWS
2 24 (8.76%) Microsoft Azure
3 23 (8.39%) Cloud Computing
4 11 (4.01%) SaaS
5 9 (3.28%) Amazon EC2
6 7 (2.55%) Amazon Kinesis
7 6 (2.19%) Amazon SQS
7 6 (2.19%) AWS CloudFormation
7 6 (2.19%) Google Cloud Platform
8 3 (1.09%) Amazon EMR
8 3 (1.09%) PaaS
9 1 (0.36%) Amazon S3
9 1 (0.36%) IaaS
Communications & Networking
1 8 (2.92%) Intranet
2 3 (1.09%) Broadband
3 2 (0.73%) HTTP
4 1 (0.36%) DNS
4 1 (0.36%) Internet
4 1 (0.36%) Kerberos
4 1 (0.36%) SSL
Database & Business Intelligence
1 146 (53.28%) Hadoop
2 89 (32.48%) MySQL
3 65 (23.72%) Relational Database
4 61 (22.26%) SQL Server
5 57 (20.80%) Apache Hive
6 53 (19.34%) MongoDB
7 49 (17.88%) RDBMS
8 30 (10.95%) NoSQL
9 24 (8.76%) SQL Server Integration Services
10 23 (8.39%) SQL Server Analysis Services
10 23 (8.39%) SQL Server Reporting Services
11 19 (6.93%) Data Warehouse
12 18 (6.57%) MS Access
13 17 (6.20%) SQL Server 2008
14 16 (5.84%) Apache Cassandra
15 8 (2.92%) Couchbase
15 8 (2.92%) HBase
15 8 (2.92%) PostgreSQL
15 8 (2.92%) Redis
15 8 (2.92%) Riak
Development Applications
1 23 (8.39%) Git (software)
1 23 (8.39%) NUnit
2 17 (6.20%) Jenkins
3 14 (5.11%) Atlassian Bamboo
4 6 (2.19%) GoCD
4 6 (2.19%) JUnit
5 4 (1.46%) Talend Open Studio
6 3 (1.09%) Firebug
6 3 (1.09%) Maven
7 2 (0.73%) GitLab
7 2 (0.73%) Selenium
7 2 (0.73%) Subversion
7 2 (0.73%) Team Foundation Server
8 1 (0.36%) Appium
8 1 (0.36%) Artifactory
8 1 (0.36%) EasyMock
8 1 (0.36%) Gradle
8 1 (0.36%) JIRA
8 1 (0.36%) Mockito
8 1 (0.36%) SonarQube
General
1 43 (15.69%) Finance
2 32 (11.68%) Military
3 30 (10.95%) Marketing
4 29 (10.58%) Retail
5 15 (5.47%) Telecoms
6 13 (4.74%) Legal
7 12 (4.38%) Banking
7 12 (4.38%) Electronics
7 12 (4.38%) Manufacturing
8 2 (0.73%) Aerospace
8 2 (0.73%) Automotive
8 2 (0.73%) Games
9 1 (0.36%) Advertising
9 1 (0.36%) Law
Job Titles
1 135 (49.27%) Developer
2 57 (20.80%) Java Developer
2 57 (20.80%) Senior Developer
3 48 (17.52%) Software Developer
4 44 (16.06%) Software Engineer
5 39 (14.23%) Architect
6 34 (12.41%) Lead Developer
7 31 (11.31%) C# Developer
8 30 (10.95%) .NET Developer
8 30 (10.95%) Java Software Developer
9 24 (8.76%) Lead .NET Developer
10 23 (8.39%) C# .NET Developer
11 22 (8.03%) Senior .NET Developer
12 21 (7.66%) Lead C# Developer
12 21 (7.66%) Senior C# .NET Developer
12 21 (7.66%) Senior C# Developer
13 20 (7.30%) Big Data Developer
14 18 (6.57%) Java Engineer
14 18 (6.57%) Java Software Engineer
15 14 (5.11%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 71 (25.91%) Spring
2 59 (21.53%) HTML
3 58 (21.17%) Node.js
4 57 (20.80%) AngularJS
5 53 (19.34%) CSS
5 53 (19.34%) Java EE
6 51 (18.61%) Hibernate
7 49 (17.88%) .NET
8 46 (16.79%) Apache Camel
9 44 (16.06%) jQuery
10 42 (15.33%) Middleware
11 40 (14.60%) HTML5
12 36 (13.14%) CSS3
13 35 (12.77%) React
14 31 (11.31%) WCF
14 31 (11.31%) Web Services
15 25 (9.12%) REST
16 23 (8.39%) WPF
17 18 (6.57%) LAMP
17 18 (6.57%) RabbitMQ
Miscellaneous
1 32 (11.68%) iPad
2 30 (10.95%) PKI
3 23 (8.39%) Xbox
4 18 (6.57%) Computer Science
5 17 (6.20%) Mobile App
6 16 (5.84%) Analytical Skills
7 9 (3.28%) Algorithms
8 6 (2.19%) Credit Risk
8 6 (2.19%) NHS
9 5 (1.82%) Enterprise Software
9 5 (1.82%) Public Cloud
9 5 (1.82%) User Experience
10 4 (1.46%) Cybercrime
11 3 (1.09%) Cyberthreat
11 3 (1.09%) Data Structures
11 3 (1.09%) N-Tier
12 1 (0.36%) Data Protection Act
12 1 (0.36%) Internet of Things
12 1 (0.36%) Mobile Games
12 1 (0.36%) Online Gambling
Operating Systems
1 32 (11.68%) Linux
2 9 (3.28%) Android
3 8 (2.92%) Apple iOS
3 8 (2.92%) Unix
4 5 (1.82%) Windows
5 1 (0.36%) Red Hat Enterprise Linux
Processes & Methodologies
1 161 (58.76%) Agile Software Development
2 98 (35.77%) Analytics
3 91 (33.21%) DevOps
4 84 (30.66%) Scrum
5 81 (29.56%) Software Engineering
6 65 (23.72%) E-Commerce
7 63 (22.99%) Data Analytics
8 59 (21.53%) TDD
9 54 (19.71%) Visualisation
10 52 (18.98%) SDLC
11 51 (18.61%) Business Intelligence
12 49 (17.88%) Machine Learning
13 45 (16.42%) Continuous Integration
14 42 (15.33%) Information Security
14 42 (15.33%) Time Management
15 39 (14.23%) Continuous Improvement
15 39 (14.23%) Open Source
16 36 (13.14%) MVC
17 35 (12.77%) BDD
18 32 (11.68%) SOA
Programming Languages
1 142 (51.82%) Java
2 100 (36.50%) Python
3 97 (35.40%) SQL
4 94 (34.31%) C#
5 87 (31.75%) JavaScript
6 53 (19.34%) C
6 53 (19.34%) Perl
7 49 (17.88%) Ruby
8 23 (8.39%) T-SQL
9 22 (8.03%) Scala
10 18 (6.57%) C++
11 17 (6.20%) R
12 15 (5.47%) Go
12 15 (5.47%) PHP
13 11 (4.01%) MATLAB
14 10 (3.65%) Bash Shell
15 7 (2.55%) Shell Script
16 5 (1.82%) Clojure
17 3 (1.09%) Haskell
18 2 (0.73%) PL/SQL
Qualifications
1 53 (19.34%) Degree
2 38 (13.87%) Security Cleared
3 37 (13.50%) DV Cleared
4 10 (3.65%) PhD
5 6 (2.19%) AWS Certification
6 2 (0.73%) ISTQB
Quality Assurance & Compliance
1 6 (2.19%) QA
2 4 (1.46%) Data Quality
3 2 (0.73%) GCP
4 1 (0.36%) IFRS
4 1 (0.36%) IFRS 9
System Software
1 42 (15.33%) Hyper-V
1 42 (15.33%) VMware Infrastructure
2 12 (4.38%) Docker
3 5 (1.82%) HDFS
Systems Management
1 21 (7.66%) Kibana
2 18 (6.57%) Puppet
3 16 (5.84%) Opscode Chef
4 15 (5.47%) Ansible
5 9 (3.28%) Terraform
6 8 (2.92%) logstash
6 8 (2.92%) Salt
7 6 (2.19%) Packer
8 4 (1.46%) Mesos
9 1 (0.36%) Kubernetes
Vendors
1 70 (25.55%) Oracle
2 42 (15.33%) VMware
3 39 (14.23%) Google
4 22 (8.03%) Microsoft
5 13 (4.74%) SAP
5 13 (4.74%) Tableau
6 7 (2.55%) Cloudera
7 6 (2.19%) Remedy
7 6 (2.19%) Teradata
8 5 (1.82%) Hortonworks
9 4 (1.46%) Splunk
9 4 (1.46%) Talend
10 2 (0.73%) Cognos
10 2 (0.73%) Red Hat
10 2 (0.73%) SaltStack
10 2 (0.73%) Xamarin
11 1 (0.36%) Apple
11 1 (0.36%) Informatica
11 1 (0.36%) Sybase
11 1 (0.36%) TIBCO
Manchester
Churchill Frank
Salary: £60000 - £70000 per annum + benefits
Posted: 14 hours ago
Manchester, Lancashire
People Source Consulting
Salary: £70000 - £80000 per annum + bonus + benefits
Posted: 3 hours ago
Manchester, Lancashire
Experis Ltd
Posted: 13 hours ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: Yesterday
Manchester, Lancashire
Evolution Recruitment Solutions
Salary: 30,000-45,000,
Posted: Yesterday
Manchester, Lancashire
People Source Consulting
Salary: £40000 - £52000 per annum + bonus + benefits
Posted: Yesterday
Manchester, Lancashire
People Source Consulting
Salary: £60000 - £72000 per annum + bonus + benefits
Posted: 4 days ago
Stockport, Cheshire
Robert Walters
Salary: £60000 - £70000 per annum
Posted: 4 days ago
Manchester
Computer Futures
Salary: £80000 - £81000 per annum + competitive
Posted: 13 days ago
Manchester, Lancashire
Experis Ltd
Salary: £40000.00 - £65000.00 per annum
Posted: 6 days ago
Manchester
People Source Consulting
Salary: £65000 - £75000 per annum + bonus + benefits
Posted: 11 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Salary: Competitive salary plus benefits
Posted: 12 days ago
Manchester
People Source Consulting
Salary: £35000 - £45000 per annum + amazing benefits + bonus
Posted: 7 days ago
Manchester, Lancashire
Raytheon Systems Ltd
Posted: 15 days ago
Manchester
Cathcart Associates
Salary: £35000 - £50000 per annum + stock options
Posted: 22 days ago
Manchester
Bupa
Posted: 13 days ago
Greater Manchester
ANSON MCCADE
Salary: £60,000-70,000k base and strong package
Posted: 6 days ago