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 23 June 2017 with a comparison to the same period in the previous 2 years.

Big Data
North West / Manchester
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 59 135 137
Rank change year-on-year +76 +2  
Permanent jobs citing Big Data 202 55 52
As % of all permanent IT jobs advertised in Manchester 4.82% 1.57% 1.55%
As % of the Database & Business Intelligence category 14.03% 4.90% 4.38%
Number of salaries quoted 164 52 48
Median salary £50,000 £46,658 £42,500
Median salary % change year-on-year +7.16% +9.78%  
90% offered a salary of more than £30,000 £40,000 £32,500
10% offered a salary of more than £74,250 £70,000 £58,250
UK excluding London median salary £55,000 £54,000 £50,000
% change year-on-year +1.85% +8.00%  

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 1440 1122 1186
As % of all permanent IT job vacancies advertised in Manchester 34.38% 31.97% 35.37%
Number of salaries quoted 1265 1006 1035
Median salary £41,500 £42,500 £40,000
Median salary % change year-on-year -2.35% +6.25%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

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 23 June 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 23 June 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
Altrincham -4 4 £40,000 -27.27% 1
Stockport - 2 £65,000 - 4
Wigan -15 1 £29,500 -41.00%
Bury - 1 £50,000 -
Big Data
North West

For the 6 months to 23 June 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.

1 183 (56.31%) Hadoop
2 174 (53.54%) Java
3 167 (51.38%) Python
4 154 (47.38%) Agile Software Development
5 128 (39.38%) SQL
6 119 (36.62%) Analytics
7 112 (34.46%) Apache Spark
8 102 (31.38%) Machine Learning
9 95 (29.23%) DevOps
9 95 (29.23%) Amazon AWS
10 92 (28.31%) JavaScript
11 87 (26.77%) Business Intelligence
11 87 (26.77%) Open Source
12 84 (25.85%) Software Engineering
13 82 (25.23%) Finance
14 73 (22.46%) SQL Server
15 72 (22.15%) Relational Database
16 69 (21.23%) C#
16 69 (21.23%) HTML
16 69 (21.23%) Marketing
17 67 (20.62%) TDD
17 67 (20.62%) .NET
17 67 (20.62%) Continuous Integration
18 63 (19.38%) C++
18 63 (19.38%) CSS
19 60 (18.46%) Scrum
20 59 (18.15%) Manufacturing
20 59 (18.15%) Telecoms
21 58 (17.85%) SAP
21 58 (17.85%) Electronics

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
1 112 (34.46%) Apache Spark
2 33 (10.15%) Elasticsearch
3 32 (9.85%) Apache Pig
4 30 (9.23%) Apache
5 14 (4.31%) SAS
6 9 (2.77%) WebLogic
6 9 (2.77%) WebSphere
7 6 (1.85%) Apache Solr
8 5 (1.54%) Tomcat
9 4 (1.23%) SharePoint
10 3 (0.92%) Apache Airflow
10 3 (0.92%) JBoss
10 3 (0.92%) Jetty
10 3 (0.92%) OpenStack
10 3 (0.92%) WordPress
11 1 (0.31%) Adobe Experience Manager
11 1 (0.31%) Confluence
11 1 (0.31%) Jupyter
11 1 (0.31%) Marvel
Applications
1 9 (2.77%) SPSS
2 3 (0.92%) Microsoft Excel
2 3 (0.92%) Microsoft PowerPoint
2 3 (0.92%) S-PLUS
2 3 (0.92%) Stata
3 1 (0.31%) InVision
3 1 (0.31%) Spreadsheet
Business Applications
1 58 (17.85%) SAP Oil and Gas
2 1 (0.31%) Infor M3
Cloud Services
1 95 (29.23%) Amazon AWS
2 43 (13.23%) Microsoft Azure
3 36 (11.08%) Google Cloud Platform
4 20 (6.15%) Amazon EMR
5 7 (2.15%) Amazon Kinesis
6 6 (1.85%) Amazon EC2
6 6 (1.85%) Amazon SQS
6 6 (1.85%) AWS CloudFormation
6 6 (1.85%) SaaS
7 2 (0.62%) PaaS
8 1 (0.31%) Azure Data Factory
8 1 (0.31%) IaaS
Communications & Networking
1 18 (5.54%) HTTP
2 8 (2.46%) Intranet
3 1 (0.31%) Firewall
3 1 (0.31%) Internet
3 1 (0.31%) Kerberos
3 1 (0.31%) SSL
3 1 (0.31%) TCP/IP
Database & Business Intelligence
1 183 (56.31%) Hadoop
2 73 (22.46%) SQL Server
3 72 (22.15%) Relational Database
4 50 (15.38%) Apache Hive
5 41 (12.62%) MySQL
6 29 (8.92%) Data Warehouse
7 28 (8.62%) MongoDB
7 28 (8.62%) RDBMS
8 21 (6.46%) Amazon Redshift
9 19 (5.85%) NoSQL
10 18 (5.54%) SQL Server Integration Services
11 17 (5.23%) Apache Cassandra
11 17 (5.23%) Data Mining
11 17 (5.23%) SQL Server Reporting Services
12 16 (4.92%) SQL Server Analysis Services
13 14 (4.31%) PostgreSQL
14 10 (3.08%) MS Access
14 10 (3.08%) SQL Server 2008
15 7 (2.15%) HBase
16 6 (1.85%) QlikView
Development Applications
1 28 (8.62%) Git (software)
2 13 (4.00%) JIRA
3 12 (3.69%) GitLab
4 11 (3.38%) JUnit
5 10 (3.08%) Atlassian Bamboo
5 10 (3.08%) Jenkins
6 8 (2.46%) TeamCity
7 7 (2.15%) EasyMock
7 7 (2.15%) Grunt
7 7 (2.15%) gulp
7 7 (2.15%) Maven
8 6 (1.85%) GoCD
9 5 (1.54%) Visual Studio
10 4 (1.23%) Talend Open Studio
11 3 (0.92%) Firebug
11 3 (0.92%) Selenium
12 2 (0.62%) Bitbucket
12 2 (0.62%) Moq
12 2 (0.62%) Rhino Mocks
12 2 (0.62%) Team Foundation Server
General
1 82 (25.23%) Finance
2 69 (21.23%) Marketing
3 59 (18.15%) Manufacturing
3 59 (18.15%) Telecoms
4 58 (17.85%) Electronics
5 26 (8.00%) Retail
6 11 (3.38%) Military
7 8 (2.46%) Aerospace
7 8 (2.46%) Law
8 7 (2.15%) Legal
9 4 (1.23%) Banking
9 4 (1.23%) Games
10 1 (0.31%) Advertising
10 1 (0.31%) Automotive
10 1 (0.31%) Back Office
Job Titles
1 125 (38.46%) Developer
2 75 (23.08%) Java Developer
3 53 (16.31%) Software Engineer
4 45 (13.85%) Software Developer
5 44 (13.54%) Architect
6 38 (11.69%) Java Software Developer
7 34 (10.46%) Data Scientist
8 31 (9.54%) Java Engineer
8 31 (9.54%) Java Software Engineer
9 24 (7.38%) Data Engineer
10 21 (6.46%) C# Developer
10 21 (6.46%) Cloud Architect
10 21 (6.46%) DevOps Architect
10 21 (6.46%) Lead DevOps
10 21 (6.46%) Senior Developer
11 20 (6.15%) DevOps Engineer
12 19 (5.85%) Apache Spark Developer
13 17 (5.23%) Junior
13 17 (5.23%) Junior Developer
13 17 (5.23%) Junior Java Developer
Libraries, Frameworks & Software Standards
1 69 (21.23%) HTML
2 67 (20.62%) .NET
3 63 (19.38%) CSS
4 55 (16.92%) Web Services
5 51 (15.69%) Spring
6 41 (12.62%) HTML5
7 40 (12.31%) AngularJS
8 38 (11.69%) jQuery
9 37 (11.38%) Node.js
10 36 (11.08%) Java EE
11 34 (10.46%) React
12 31 (9.54%) Hibernate
13 29 (8.92%) REST
14 28 (8.62%) RabbitMQ
15 23 (7.08%) Apache Camel
15 23 (7.08%) ASP.NET
16 21 (6.46%) JSON
16 21 (6.46%) MSMQ
17 20 (6.15%) CSS3
17 20 (6.15%) Middleware
Miscellaneous
1 35 (10.77%) Analytical Skills
2 33 (10.15%) Public Cloud
3 29 (8.92%) iPad
4 24 (7.38%) Algorithms
5 23 (7.08%) Mobile App
6 20 (6.15%) Data Structures
7 15 (4.62%) Greenfield Project
7 15 (4.62%) PKI
8 14 (4.31%) Computer Science
9 9 (2.77%) Cybercrime
9 9 (2.77%) Linux Command Line
10 8 (2.46%) Cyberthreat
11 5 (1.54%) Enterprise Software
11 5 (1.54%) User Experience
12 4 (1.23%) Management Information System
13 3 (0.92%) N-Tier
13 3 (0.92%) Social Media
14 2 (0.62%) Credit Risk
14 2 (0.62%) Data Protection Act
14 2 (0.62%) PlayStation
Operating Systems
1 51 (15.69%) Linux
2 38 (11.69%) Unix
3 33 (10.15%) Windows
4 6 (1.85%) Android
5 4 (1.23%) Apple iOS
6 1 (0.31%) Red Hat Enterprise Linux
Processes & Methodologies
1 154 (47.38%) Agile Software Development
2 119 (36.62%) Analytics
3 102 (31.38%) Machine Learning
4 95 (29.23%) DevOps
5 87 (26.77%) Business Intelligence
5 87 (26.77%) Open Source
6 84 (25.85%) Software Engineering
7 67 (20.62%) Continuous Integration
7 67 (20.62%) TDD
8 60 (18.46%) Scrum
9 58 (17.85%) Digital Marketing
9 58 (17.85%) Programme Management
10 55 (16.92%) E-Commerce
11 52 (16.00%) Test Automation
12 49 (15.08%) Data Analytics
13 46 (14.15%) BDD
14 44 (13.54%) Continuous Delivery
15 39 (12.00%) OO
16 36 (11.08%) Visualisation
17 32 (9.85%) Mathematics
Programming Languages
1 174 (53.54%) Java
2 167 (51.38%) Python
3 128 (39.38%) SQL
4 92 (28.31%) JavaScript
5 69 (21.23%) C#
6 63 (19.38%) C++
7 39 (12.00%) R
8 37 (11.38%) Shell Script
9 34 (10.46%) Go
9 34 (10.46%) Scala
10 33 (10.15%) Ruby
11 32 (9.85%) Perl
12 31 (9.54%) C
13 29 (8.92%) MATLAB
14 22 (6.77%) Clojure
15 21 (6.46%) PHP
16 20 (6.15%) Haskell
17 12 (3.69%) T-SQL
18 6 (1.85%) TypeScript
19 4 (1.23%) Bash Shell
Qualifications
1 53 (16.31%) Degree
2 26 (8.00%) PhD
3 21 (6.46%) Security Cleared
4 20 (6.15%) DV Cleared
5 17 (5.23%) Numerate Degree
6 7 (2.15%) Computer Science Degree
7 6 (1.85%) AWS Certification
8 2 (0.62%) Microsoft Certification
9 1 (0.31%) CCNA
9 1 (0.31%) Cisco Certification
9 1 (0.31%) CISSP
9 1 (0.31%) GIAC
9 1 (0.31%) ISTQB
9 1 (0.31%) Linux+ Certification
9 1 (0.31%) MCSA
9 1 (0.31%) MCSE
9 1 (0.31%) Network+ Certification
9 1 (0.31%) SANS
9 1 (0.31%) SSCP
Quality Assurance & Compliance
1 22 (6.77%) QA
2 10 (3.08%) Data Quality
3 2 (0.62%) GCP
3 2 (0.62%) GDPR
3 2 (0.62%) ISO/IEC 27001
3 2 (0.62%) PCI DSS
System Software
1 28 (8.62%) Docker
2 19 (5.85%) Hyper-V
2 19 (5.85%) VMware Infrastructure
3 8 (2.46%) HDFS
Systems Management
1 49 (15.08%) Opscode Chef
1 49 (15.08%) Puppet
2 48 (14.77%) Ansible
3 24 (7.38%) Kibana
4 21 (6.46%) Mesos
5 9 (2.77%) Kubernetes
6 6 (1.85%) Packer
6 6 (1.85%) Terraform
7 5 (1.54%) logstash
8 3 (0.92%) Hadoop YARN
8 3 (0.92%) Salt
Vendors
1 58 (17.85%) SAP
2 45 (13.85%) Google
3 41 (12.62%) Oracle
4 23 (7.08%) Microsoft
5 19 (5.85%) VMware
6 12 (3.69%) Teradata
7 8 (2.46%) Atlassian
7 8 (2.46%) Cloudera
7 8 (2.46%) Tableau
8 4 (1.23%) Cisco
8 4 (1.23%) Talend
8 4 (1.23%) Verint
9 3 (0.92%) Apple
9 3 (0.92%) Splunk
10 2 (0.62%) Cognizant
10 2 (0.62%) Hortonworks
10 2 (0.62%) Remedy
11 1 (0.31%) Adobe
11 1 (0.31%) Informatica
11 1 (0.31%) TIBCO
Salford, Lancashire
Burns Sheehan
Salary: £30000 - £45000 per annum + Bonus inc remote working
Posted: 2 days ago
Manchester, Lancashire
onezeero.
Salary: £40000 - £50000 per annum + Benfits, Bonus
Posted: Yesterday
Manchester, Lancashire
Premier IT
Posted: Yesterday
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £60,000k plus brilliant package and unrivalled development
Posted: 3 days ago
Manchester, Lancashire
Informatiq Consulting
Salary: £30000 - £60000 per annum + 30 days holiday and flexible bens
Posted: Yesterday
Manchester, Lancashire
People Source Consulting
Salary: £40000 - £60000 per annum + bonus + benefits
Posted: 3 days ago
Manchester, Lancashire
Mortimer Spinks
Salary: £35000 - £50000 per annum + Bonus and benefits
Posted: 3 days ago
Manchester, Lancashire
Capita Resourcing - IT Resourcing
Salary: £30000 - £45000 per annum + bens
Posted: 3 days ago
Manchester
Churchill Frank
Salary: £35000 - £45000 per annum + Benefits
Posted: 3 days ago
Manchester
Computer Futures
Salary: £70000 per annum + competitive
Posted: 17 days ago
Manchester
People Source Consulting
Salary: £48000 - £60000 per annum + bonus + benefits
Posted: 16 days ago
Stockport, Cheshire
Cheshire Datasystems Limited
Posted: 7 days ago
Manchester
People Source Consulting
Salary: £62000 - £72000 per annum + bonus + benefits
Posted: 16 days ago
Greater Manchester
Computer Futures
Salary: £60000 - £70000 per annum + competitive
Posted: 10 days ago
Stockport, Cheshire
Cheshire Datasystems Limited
Salary: Up to £50,000 per annum
Posted: 17 days ago
Stockport, Cheshire
Cheshire Datasystems Limited
Posted: 22 days ago
Stockport
360 Resourcing
Salary: £35,000 - £40,000 per annum
Posted: 22 days ago