Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
North West > Manchester
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 49 57 68
Rank change year-on-year +8 +11 -4
Permanent jobs citing Analytics 481 354 280
As % of all permanent IT jobs advertised in Manchester 6.06% 4.72% 3.74%
As % of the Processes & Methodologies category 6.66% 5.19% 4.11%
Number of salaries quoted 410 306 208
Manchester median annual salary £48,000 £40,000 £37,500
Median salary % change year-on-year +20.00% +6.67% -
10th Percentile £28,000 £27,500 £22,175
90th Percentile £70,000 £67,500 £54,425
North West median annual salary £45,000 £40,000 £37,500
% change year-on-year +12.50% +6.67% -11.24%

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 7227 6825 6809
As % of all permanent IT jobs advertised in Manchester 91.11% 91.09% 90.88%
Number of salaries quoted 5971 5849 5647
Manchester median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +3.90%
10th Percentile £26,500 £26,750 £25,000
90th Percentile £66,000 £63,750 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

Analytics
Job Vacancy Trend in Manchester

Job postings citing Analytics as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Analytics in Manchester

Analytics
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytics in Manchester.

Salary trend for Analytics in Manchester

Analytics
Salary Histogram in Manchester

The salary distribution of IT jobs citing Analytics in Manchester over the 6 months to 24 November 2017.

Salary histogram for Analytics in Manchester

Analytics
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Manchester region over the 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Bolton - 20 £40,000 -
Stockport -5 10 £55,000 +83.33%
Wigan - 7 £30,000 - 1
Oldham +11 4 £24,000 -59.15%
Cheadle -12 4 £28,000 -17.65% 3
Salford - 3 £70,000 -
Bury +7 2 £47,500 +66.67%
Altrincham -11 2 £30,000 -41.46% 1
Rochdale +16 1 £32,018 -35.97%
Analytics
North West

For the 6 months to 24 November 2017, IT jobs citing Analytics 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 Analytics.

1 177 (36.80%) SQL
2 161 (33.47%) Finance
3 145 (30.15%) Agile Software Development
4 138 (28.69%) Business Intelligence
5 115 (23.91%) Data Analytics
6 107 (22.25%) Big Data
7 106 (22.04%) SAS
8 100 (20.79%) Python
9 97 (20.17%) Marketing
10 94 (19.54%) Microsoft
11 77 (16.01%) SQL Server
12 76 (15.80%) Oracle
12 76 (15.80%) Degree
13 73 (15.18%) Banking
14 70 (14.55%) Amazon AWS
15 69 (14.35%) Java
15 69 (14.35%) Analytical Skills
16 68 (14.14%) JavaScript
17 65 (13.51%) Hadoop
18 64 (13.31%) CSS
19 61 (12.68%) HTML
19 61 (12.68%) Stakeholder Management
19 61 (12.68%) Digital Marketing
20 60 (12.47%) Base SAS
20 60 (12.47%) Retail
20 60 (12.47%) Machine Learning
21 57 (11.85%) SAP
22 54 (11.23%) .NET
23 53 (11.02%) Software Engineering
23 53 (11.02%) Google

Analytics
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
1 106 (22.04%) SAS
2 44 (9.15%) Apache Spark
3 16 (3.33%) Apache
4 14 (2.91%) Apache Pig
5 11 (2.29%) Elasticsearch
5 11 (2.29%) SharePoint
6 8 (1.66%) OpenROAD
7 6 (1.25%) BizTalk Server
7 6 (1.25%) CMS
7 6 (1.25%) Confluence
8 5 (1.04%) WebSphere
9 4 (0.83%) OpenStack
9 4 (0.83%) WebLogic
10 3 (0.62%) Drupal
10 3 (0.62%) MS Exchange
11 2 (0.42%) WordPress
12 1 (0.21%) Documentum
12 1 (0.21%) FileNet
12 1 (0.21%) IIS
12 1 (0.21%) Liferay
Applications
1 18 (3.74%) Microsoft Excel
2 15 (3.12%) SPSS
3 11 (2.29%) Microsoft Office
4 7 (1.46%) Microsoft PowerPoint
5 6 (1.25%) S-PLUS
5 6 (1.25%) Stata
6 3 (0.62%) InVision
7 2 (0.42%) Chatbot
8 1 (0.21%) GNU Octave
8 1 (0.21%) Microsoft Project
8 1 (0.21%) MS Visio
8 1 (0.21%) Photoshop
8 1 (0.21%) Weka
Business Applications
1 4 (0.83%) Magento
2 3 (0.62%) Cognos Business Intelligence
3 2 (0.42%) Dynamics CRM
3 2 (0.42%) Epicor Tropos
3 2 (0.42%) NetSuite
3 2 (0.42%) SAP MM
3 2 (0.42%) SAP PM
3 2 (0.42%) SAP S/4HANA
4 1 (0.21%) Cognos Planning
4 1 (0.21%) Cognos TM1
4 1 (0.21%) Fredhopper
4 1 (0.21%) SAP ERP
4 1 (0.21%) Siebel Analytics
4 1 (0.21%) Unica
Cloud Services
1 70 (14.55%) Amazon AWS
2 44 (9.15%) Microsoft Azure
3 35 (7.28%) SaaS
4 30 (6.24%) Google Analytics
5 18 (3.74%) Google Cloud Platform
6 15 (3.12%) Amazon EMR
7 12 (2.49%) IaaS
8 7 (1.46%) AdWords
8 7 (1.46%) Amazon SQS
8 7 (1.46%) AWS Lambda
8 7 (1.46%) Serverless
9 6 (1.25%) GitHub
10 5 (1.04%) Firebase
11 4 (0.83%) Adobe Analytics
11 4 (0.83%) Cortana Intelligence Suite
12 2 (0.42%) Amazon EC2
12 2 (0.42%) Amazon Kinesis
12 2 (0.42%) Google Tag Manager
12 2 (0.42%) Office 365
12 2 (0.42%) PaaS
Communications & Networking
1 7 (1.46%) LAN
1 7 (1.46%) WAN
2 6 (1.25%) HTTP
3 4 (0.83%) BGP
3 4 (0.83%) Firewall
3 4 (0.83%) MPLS
3 4 (0.83%) Network Security
3 4 (0.83%) OSPF
3 4 (0.83%) SSL
3 4 (0.83%) Wireless
4 3 (0.62%) DNS
4 3 (0.62%) Internet
4 3 (0.62%) Intranet
4 3 (0.62%) ISDN
4 3 (0.62%) SAN
4 3 (0.62%) Skype
4 3 (0.62%) VoIP
5 1 (0.21%) SMTP
5 1 (0.21%) SS7
5 1 (0.21%) TCP/IP
Database & Business Intelligence
1 107 (22.25%) Big Data
2 77 (16.01%) SQL Server
3 65 (13.51%) Hadoop
4 60 (12.47%) Base SAS
5 53 (11.02%) Relational Database
6 52 (10.81%) SAS Data Integration Studio
7 48 (9.98%) SAS Enterprise Guide
7 48 (9.98%) SAS Visual Analytics
8 46 (9.56%) Data Warehouse
9 40 (8.32%) MongoDB
10 31 (6.44%) SQL Server Integration Services
11 22 (4.57%) MySQL
11 22 (4.57%) PostgreSQL
12 20 (4.16%) Apache Hive
12 20 (4.16%) RDBMS
13 19 (3.95%) SQL Server Reporting Services
14 18 (3.74%) Data Mining
15 17 (3.53%) NoSQL
16 16 (3.33%) Amazon Redshift
17 15 (3.12%) CouchDB
Development Applications
1 45 (9.36%) ProC
2 34 (7.07%) Git (software)
3 18 (3.74%) Maven
4 10 (2.08%) JIRA
5 9 (1.87%) Eclipse
5 9 (1.87%) Jenkins
5 9 (1.87%) Subversion
6 8 (1.66%) git-flow
7 6 (1.25%) SQL Server Management Studio (SSMS)
8 5 (1.04%) JUnit
9 4 (0.83%) Axure RP
9 4 (0.83%) Bitbucket
9 4 (0.83%) Sonatype Nexus
9 4 (0.83%) Vagrant
10 3 (0.62%) GitLab
10 3 (0.62%) Selenium
10 3 (0.62%) webpack
11 2 (0.42%) NUnit
11 2 (0.42%) Team Foundation Server
11 2 (0.42%) Visual Studio
General
1 161 (33.47%) Finance
2 97 (20.17%) Marketing
3 73 (15.18%) Banking
4 60 (12.47%) Retail
5 46 (9.56%) Telecoms
6 45 (9.36%) Electronics
7 42 (8.73%) Manufacturing
8 11 (2.29%) Law
9 9 (1.87%) Back Office
9 9 (1.87%) Games
9 9 (1.87%) Legal
10 8 (1.66%) International Banking
11 7 (1.46%) Advertising
12 5 (1.04%) Military
13 4 (0.83%) Brand Awareness
14 2 (0.42%) Investment Banking
15 1 (0.21%) Local Government
15 1 (0.21%) Retail Banking
Job Titles
1 95 (19.75%) Developer
2 90 (18.71%) Analyst
3 67 (13.93%) Consultant
4 47 (9.77%) SAS Consultant
5 40 (8.32%) Software Engineer
6 32 (6.65%) Business Analyst
6 32 (6.65%) Business Manager
6 32 (6.65%) Data Scientist
7 28 (5.82%) Development Manager
7 28 (5.82%) SAS Data Integration Studio Consultant
8 25 (5.20%) Lead Developer
9 23 (4.78%) Architect
10 22 (4.57%) Senior Developer
11 21 (4.37%) Product Manager
11 21 (4.37%) Software Analyst
12 20 (4.16%) Business Development Manager
12 20 (4.16%) Java Developer
12 20 (4.16%) Junior
13 19 (3.95%) Product Analyst
13 19 (3.95%) Product Business Analyst
Libraries, Frameworks & Software Standards
1 64 (13.31%) CSS
2 61 (12.68%) HTML
3 54 (11.23%) .NET
4 48 (9.98%) Web Services
5 36 (7.48%) HTML5
6 34 (7.07%) CSS3
7 29 (6.03%) jQuery
8 28 (5.82%) ASP.NET
8 28 (5.82%) Node.js
9 27 (5.61%) AngularJS
10 25 (5.20%) RESTful
10 25 (5.20%) Spring
11 23 (4.78%) React
12 16 (3.33%) Middleware
13 15 (3.12%) REST
14 14 (2.91%) Hibernate
14 14 (2.91%) XML
15 13 (2.70%) JSON
16 11 (2.29%) Backbone.js
16 11 (2.29%) RabbitMQ
Miscellaneous
1 69 (14.35%) Analytical Skills
2 50 (10.40%) User Experience
3 30 (6.24%) Data Structures
4 26 (5.41%) Management Information System
5 25 (5.20%) Mobile App
6 23 (4.78%) Computer Science
7 17 (3.53%) Social Media
8 16 (3.33%) Public Cloud
9 14 (2.91%) Data Centre
10 12 (2.49%) Greenfield Project
11 11 (2.29%) Algorithms
12 9 (1.87%) Credit Risk
12 9 (1.87%) PKI
13 8 (1.66%) Digital Media
14 7 (1.46%) Enterprise Software
15 5 (1.04%) Driving Licence
15 5 (1.04%) Online Banking
16 4 (0.83%) Smart Energy
16 4 (0.83%) Smart Meter
17 3 (0.62%) Virtual Team
Operating Systems
1 31 (6.44%) Linux
2 24 (4.99%) Unix
3 18 (3.74%) Windows
4 16 (3.33%) Android
5 7 (1.46%) Apple iOS
6 2 (0.42%) CentOS
6 2 (0.42%) Data ONTAP
Processes & Methodologies
1 145 (30.15%) Agile Software Development
2 138 (28.69%) Business Intelligence
3 115 (23.91%) Data Analytics
4 61 (12.68%) Digital Marketing
4 61 (12.68%) Stakeholder Management
5 60 (12.47%) Machine Learning
6 53 (11.02%) Software Engineering
7 51 (10.60%) Open Source
8 49 (10.19%) Visual Analytics
9 48 (9.98%) Mentoring
10 47 (9.77%) DevOps
11 46 (9.56%) Programme Management
12 45 (9.36%) Infrastructure Management
13 42 (8.73%) Continuous Integration
14 41 (8.52%) Project Management
15 40 (8.32%) Data Management
16 38 (7.90%) TDD
16 38 (7.90%) Test Automation
17 35 (7.28%) Visualisation
18 34 (7.07%) E-Commerce
Programming Languages
1 177 (36.80%) SQL
2 100 (20.79%) Python
3 69 (14.35%) Java
4 68 (14.14%) JavaScript
5 48 (9.98%) C#
6 45 (9.36%) PROC SQL
6 45 (9.36%) SAS Macro
7 41 (8.52%) R
8 33 (6.86%) C++
9 29 (6.03%) Scala
10 18 (3.74%) Ruby
11 17 (3.53%) Go
11 17 (3.53%) Shell Script
12 16 (3.33%) PHP
13 15 (3.12%) C
13 15 (3.12%) Clojure
13 15 (3.12%) Haskell
14 12 (2.49%) MATLAB
15 9 (1.87%) Perl
16 6 (1.25%) T-SQL
Qualifications
1 76 (15.80%) Degree
2 15 (3.12%) PhD
3 13 (2.70%) Computer Science Degree
3 13 (2.70%) Numerate Degree
4 11 (2.29%) Security Cleared
5 9 (1.87%) DV Cleared
6 6 (1.25%) CISA
6 6 (1.25%) Master's Degree
7 5 (1.04%) Microsoft Certification
8 4 (0.83%) CCNP
8 4 (0.83%) Cisco Certification
8 4 (0.83%) ISO 27001 Lead Auditor
8 4 (0.83%) JNCIP
8 4 (0.83%) MCSE
8 4 (0.83%) SAS Certification
9 3 (0.62%) VMware Certified Professional (VCP)
10 2 (0.42%) CISM
11 1 (0.21%) CIPFA
11 1 (0.21%) MBA
11 1 (0.21%) QiCA
Quality Assurance & Compliance
1 27 (5.61%) QA
2 18 (3.74%) Data Quality
3 6 (1.25%) ISO/IEC 27001
4 4 (0.83%) GDPR
4 4 (0.83%) ISO/IEC 27005
4 4 (0.83%) SLA
5 1 (0.21%) Actionable Recommendations
5 1 (0.21%) HIPAA
5 1 (0.21%) PCI DSS
5 1 (0.21%) Sarbanes-Oxley
System Software
1 13 (2.70%) VMware Infrastructure
2 11 (2.29%) Docker
3 9 (1.87%) Hyper-V
4 7 (1.46%) Active Directory
5 1 (0.21%) Oracle RAC
Systems Management
1 18 (3.74%) Puppet
2 16 (3.33%) Ansible
2 16 (3.33%) Opscode Chef
3 5 (1.04%) Kubernetes
4 4 (0.83%) Mesos
5 3 (0.62%) EMC NetWorker
5 3 (0.62%) Marathon
5 3 (0.62%) rkt
6 1 (0.21%) Oozie
Vendors
1 94 (19.54%) Microsoft
2 76 (15.80%) Oracle
3 57 (11.85%) SAP
4 53 (11.02%) Google
5 23 (4.78%) Tableau
6 15 (3.12%) Informatica
6 15 (3.12%) VMware
7 14 (2.91%) IBM
8 13 (2.70%) Cognos
9 12 (2.49%) Teradata
10 9 (1.87%) Hitwise
11 8 (1.66%) Actian
11 8 (1.66%) Cisco
11 8 (1.66%) Xamarin
12 7 (1.46%) Facebook
13 6 (1.25%) Adobe
13 6 (1.25%) Twitter
14 4 (0.83%) Capita
14 4 (0.83%) DoubleClick
14 4 (0.83%) Juniper