Period
to 18 November 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Manchester. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 18 November 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
North West > Manchester
6 months to
18 Nov 2018
Same period 2017 Same period 2016
Rank 31 29 37
Rank change year-on-year -2 +8 -13
Permanent jobs citing Analytical Skills 554 683 482
As % of all permanent IT jobs advertised in Manchester 7.67% 8.63% 6.46%
As % of the Miscellaneous category 19.60% 20.96% 15.42%
Number of salaries quoted 454 505 423
Manchester median annual salary £44,000 £45,000 £40,000
Median salary % change year-on-year -2.22% +12.50% -
10th Percentile £24,000 £26,250 £26,250
90th Percentile £72,312 £72,500 £62,250
North West median annual salary £42,500 £45,000 £38,000
% change year-on-year -5.56% +18.42% -5.00%

Analytical Skills is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Manchester
Permanent vacancies with a requirement for generic IT skills 2,826 3,259 3,126
As % of all permanent IT jobs advertised in Manchester 39.10% 41.18% 41.91%
Number of salaries quoted 2,339 2,673 2,716
Manchester median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £26,250 £25,750 £26,250
90th Percentile £70,000 £66,250 £62,500
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Analytical Skills
Job Vacancy Trend in Manchester

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

Job vacancy trend for Analytical Skills in Manchester

Analytical Skills
Salary Trend in Manchester

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

Salary trend for Analytical Skills in Manchester

Analytical Skills
Salary Histogram in Manchester

The salary distribution of IT jobs citing Analytical Skills in Manchester over the 6 months to 18 November 2018.

Salary histogram for Analytical Skills in Manchester

Analytical Skills
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Manchester region over the 6 months to 18 November 2018. 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
Stockport +19 30 £41,250 -13.16% 1
Bolton +23 16 £36,250 +3.57% 5
Salford -1 15 £35,000 -6.67% 1
Altrincham -14 13 £40,000 -
Wigan -13 9 £36,000 -24.21% 1
Oldham 0 3 £27,500 - 1
Heywood -4 3 £26,250 +34.62%
Bury -5 3 £24,000 -40.00% 4
Cheadle 0 2 £36,000 +2.13% 1
Rochdale -7 2 £22,500 -37.50% 5
Analytical Skills
North West

For the 6 months to 18 November 2018, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Manchester region with a requirement for Analytical Skills.

1 222 (40.07%) Problem-Solving
2 171 (30.87%) Agile Software Development
3 143 (25.81%) Finance
4 138 (24.91%) SQL
5 110 (19.86%) C#
6 107 (19.31%) Degree
7 103 (18.59%) Microsoft
8 92 (16.61%) Business Intelligence
9 84 (15.16%) .NET
10 83 (14.98%) Analytics
11 81 (14.62%) Retail
12 79 (14.26%) JavaScript
13 71 (12.82%) Java
13 71 (12.82%) Windows
14 65 (11.73%) Mentoring
15 60 (10.83%) Marketing
16 59 (10.65%) Coaching
17 56 (10.11%) SQL Server
17 56 (10.11%) Manufacturing
17 56 (10.11%) Scrum
18 54 (9.75%) CRM
18 54 (9.75%) SDLC
19 51 (9.21%) Microsoft Azure
20 50 (9.03%) Programme Management
21 49 (8.84%) HTML
21 49 (8.84%) Amazon AWS
22 48 (8.66%) Python
22 48 (8.66%) Project Management
23 47 (8.48%) Test Automation
23 47 (8.48%) Self-Motivation

Analytical Skills
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 12 (2.17%) Apache Spark
1 12 (2.17%) SAS
2 11 (1.99%) IIS
3 6 (1.08%) Confluence
4 5 (0.90%) Cloud Foundry
5 3 (0.54%) Alfresco
5 3 (0.54%) SharePoint
6 2 (0.36%) CMS
6 2 (0.36%) Elasticsearch
7 1 (0.18%) Apache Pig
7 1 (0.18%) Drupal
7 1 (0.18%) IBM Notes
7 1 (0.18%) Moodle
7 1 (0.18%) MS Exchange
7 1 (0.18%) NetWeaver
7 1 (0.18%) nginx
7 1 (0.18%) SharePoint Server
7 1 (0.18%) Skype for Business
7 1 (0.18%) WebSphere
7 1 (0.18%) WordPress
Applications
1 39 (7.04%) Microsoft Excel
2 26 (4.69%) Microsoft Office
3 9 (1.62%) Microsoft PowerPoint
3 9 (1.62%) Microsoft Project
4 7 (1.26%) MS Visio
5 4 (0.72%) Chatbot
5 4 (0.72%) SOLIDWORKS
6 3 (0.54%) SPSS
7 2 (0.36%) Adobe Creative Suite
7 2 (0.36%) InDesign
Business Applications
1 23 (4.15%) Dynamics CRM
2 14 (2.53%) Dynamics AX
3 13 (2.35%) Dynamics NAV
4 4 (0.72%) SAP APO
4 4 (0.72%) SAP S/4HANA
5 3 (0.54%) Cognos Business Intelligence
5 3 (0.54%) Elite 3E
6 2 (0.36%) NetSuite
6 2 (0.36%) Salesforce.com CRM
6 2 (0.36%) SAP CO
6 2 (0.36%) SAP FI
6 2 (0.36%) SAP FI/CO
6 2 (0.36%) SAP FSCM
6 2 (0.36%) SAP IBP
7 1 (0.18%) Dynamics GP
7 1 (0.18%) SAP QM
Cloud Services
1 51 (9.21%) Microsoft Azure
2 49 (8.84%) Amazon AWS
3 29 (5.23%) Dynamics 365
4 25 (4.51%) Google Cloud Platform
5 24 (4.33%) Office 365
5 24 (4.33%) SaaS
6 12 (2.17%) PaaS
7 7 (1.26%) IaaS
8 6 (1.08%) Google Analytics
8 6 (1.08%) OpenShift
9 4 (0.72%) BlazeMeter
10 3 (0.54%) Amazon EC2
10 3 (0.54%) Amazon S3
11 2 (0.36%) Cloud Computing
11 2 (0.36%) GitHub
11 2 (0.36%) Google Tag Manager
11 2 (0.36%) Heroku
11 2 (0.36%) Salesforce Sales Cloud
11 2 (0.36%) Salesforce Service Cloud
11 2 (0.36%) Serverless
Communications & Networking
1 12 (2.17%) WAN
2 11 (1.99%) Firewall
2 11 (1.99%) LAN
3 10 (1.81%) DHCP
3 10 (1.81%) DNS
3 10 (1.81%) Network Security
3 10 (1.81%) SAN
3 10 (1.81%) TCP/IP
4 7 (1.26%) AMQP
4 7 (1.26%) Internet
4 7 (1.26%) Wireless
5 6 (1.08%) Bluetooth
5 6 (1.08%) VPN
6 5 (0.90%) Broadband
6 5 (0.90%) HTTP
6 5 (0.90%) RFID
7 3 (0.54%) Cisco IOS
7 3 (0.54%) Intrusion Detection
7 3 (0.54%) Unified Communications
7 3 (0.54%) Wi-Fi
Database & Business Intelligence
1 56 (10.11%) SQL Server
2 38 (6.86%) SQL Server Reporting Services
3 36 (6.50%) SQL Server Integration Services
4 33 (5.96%) Data Warehouse
5 27 (4.87%) Relational Database
6 26 (4.69%) Power BI
7 25 (4.51%) Big Data
8 18 (3.25%) MySQL
9 17 (3.07%) SQL Server Analysis Services
10 16 (2.89%) Hadoop
11 13 (2.35%) QlikView
12 12 (2.17%) NoSQL
13 11 (1.99%) RDBMS
14 9 (1.62%) SQL Server 2012
15 8 (1.44%) Couchbase
16 7 (1.26%) SQL Server 2008
17 6 (1.08%) OLAP
17 6 (1.08%) Spotfire
18 5 (0.90%) MongoDB
18 5 (0.90%) SQL Server 2016
Development Applications
1 35 (6.32%) JIRA
2 20 (3.61%) Selenium
3 16 (2.89%) SpecFlow
4 14 (2.53%) Visual Studio
5 13 (2.35%) TeamCity
6 8 (1.44%) Git (software)
7 7 (1.26%) Cucumber
7 7 (1.26%) Jenkins
8 5 (0.90%) Subversion
9 4 (0.72%) eCATT
9 4 (0.72%) JMeter
9 4 (0.72%) LSMW
9 4 (0.72%) Rational DOORS
9 4 (0.72%) Serilog
9 4 (0.72%) SoapUI
9 4 (0.72%) Team Foundation Server
10 3 (0.54%) WebDriver
11 2 (0.36%) Axure RP
11 2 (0.36%) PHPUnit
11 2 (0.36%) Sinon.JS
General
1 143 (25.81%) Finance
2 81 (14.62%) Retail
3 60 (10.83%) Marketing
4 56 (10.11%) Manufacturing
5 40 (7.22%) Electronics
6 37 (6.68%) Telecoms
7 15 (2.71%) Banking
8 13 (2.35%) Advertising
9 10 (1.81%) Law
9 10 (1.81%) Publishing
10 9 (1.62%) Legal
11 8 (1.44%) Automotive
12 6 (1.08%) Pharmaceutical
13 5 (0.90%) Billing
13 5 (0.90%) Games
13 5 (0.90%) Military
14 4 (0.72%) International Banking
14 4 (0.72%) Multimedia
15 3 (0.54%) Back Office
15 3 (0.54%) Financial Institution
Job Titles
1 114 (20.58%) Developer
2 103 (18.59%) Analyst
3 43 (7.76%) Consultant
4 38 (6.86%) Software Developer
5 30 (5.42%) .NET Developer
6 28 (5.05%) Architect
6 28 (5.05%) C# Developer
7 27 (4.87%) C# .NET Developer
7 27 (4.87%) Graduate
8 23 (4.15%) Business Analyst
8 23 (4.15%) Project Manager
9 22 (3.97%) Infrastructure Engineer
10 19 (3.43%) Senior Analyst
11 18 (3.25%) CRM Consultant
12 17 (3.07%) Senior Developer
13 16 (2.89%) Business Intelligence Developer
13 16 (2.89%) IT Manager
14 15 (2.71%) Graduate Developer
14 15 (2.71%) Graduate Software Developer
14 15 (2.71%) Test Analyst
Libraries, Frameworks & Software Standards
1 84 (15.16%) .NET
2 49 (8.84%) HTML
3 43 (7.76%) ASP.NET
4 42 (7.58%) CSS
5 29 (5.23%) Web Services
6 22 (3.97%) AngularJS
7 20 (3.61%) HTML5
8 18 (3.25%) ASP.NET MVC
8 18 (3.25%) jQuery
9 17 (3.07%) ASP.NET Web API
10 15 (2.71%) React
11 12 (2.17%) .NET Core
11 12 (2.17%) .NET Framework
11 12 (2.17%) REST
11 12 (2.17%) SignalR
12 11 (1.99%) CSS3
13 10 (1.81%) RESTful
14 9 (1.62%) Entity Framework
15 8 (1.44%) ASP.NET MVC 4
15 8 (1.44%) Autofac
Miscellaneous
1 47 (8.48%) Self-Motivation
2 40 (7.22%) User Experience
3 36 (6.50%) Computer Science
4 26 (4.69%) Enterprise Software
5 23 (4.15%) Management Information System
6 20 (3.61%) Greenfield Project
6 20 (3.61%) Mobile App
7 15 (2.71%) Data Structures
8 12 (2.17%) Algorithms
8 12 (2.17%) Blog
9 11 (1.99%) Analytical Mindset
10 8 (1.44%) Client/Server
10 8 (1.44%) Data Centre
11 7 (1.26%) Clustering
11 7 (1.26%) Life Science
11 7 (1.26%) LIMS
12 5 (0.90%) Industrial Internet of Things
12 5 (0.90%) Internet of Things
12 5 (0.90%) Replication
13 4 (0.72%) Driving Licence
Operating Systems
1 71 (12.82%) Windows
2 36 (6.50%) Linux
3 32 (5.78%) Windows Server
4 22 (3.97%) Windows Server 2012
5 20 (3.61%) Windows Server 2008
6 12 (2.17%) Red Hat Enterprise Linux
7 11 (1.99%) Windows Server 2003
8 9 (1.62%) Windows 7
9 8 (1.44%) Android
9 8 (1.44%) Windows 10
10 3 (0.54%) Apple iOS
11 2 (0.36%) Embedded Linux
11 2 (0.36%) FreeRTOS
11 2 (0.36%) Unix
Processes & Methodologies
1 222 (40.07%) Problem-Solving
2 171 (30.87%) Agile Software Development
3 92 (16.61%) Business Intelligence
4 83 (14.98%) Analytics
5 65 (11.73%) Mentoring
6 59 (10.65%) Coaching
7 56 (10.11%) Scrum
8 54 (9.75%) CRM
8 54 (9.75%) SDLC
9 50 (9.03%) Programme Management
10 48 (8.66%) Project Management
11 47 (8.48%) Test Automation
12 46 (8.30%) Stakeholder Management
13 45 (8.12%) Continuous Integration
13 45 (8.12%) Migration
14 42 (7.58%) Digital Marketing
15 40 (7.22%) Presales
16 38 (6.86%) Decision-Making
16 38 (6.86%) Service Management
16 38 (6.86%) Visualisation
Programming Languages
1 138 (24.91%) SQL
2 110 (19.86%) C#
3 79 (14.26%) JavaScript
4 71 (12.82%) Java
5 48 (8.66%) Python
6 37 (6.68%) T-SQL
7 29 (5.23%) C
8 28 (5.05%) PHP
9 24 (4.33%) C++
10 18 (3.25%) R
11 15 (2.71%) Go
12 14 (2.53%) PowerShell
13 13 (2.35%) VBA
14 11 (1.99%) VB.NET
15 9 (1.62%) X++
16 7 (1.26%) PHP 5
17 6 (1.08%) Embedded C
17 6 (1.08%) Scala
17 6 (1.08%) VB
18 5 (0.90%) ABAP
Qualifications
1 107 (19.31%) Degree
2 21 (3.79%) Security Cleared
3 11 (1.99%) DV Cleared
3 11 (1.99%) PMP
4 10 (1.81%) SC Cleared
5 9 (1.62%) ISTQB
5 9 (1.62%) PMI Certification
6 7 (1.26%) Computer Science Degree
7 6 (1.08%) APMG
7 6 (1.08%) ITIL Certification
8 5 (0.90%) Cisco Certification
8 5 (0.90%) ISEB
8 5 (0.90%) Microsoft Certification
8 5 (0.90%) PhD
9 4 (0.72%) DBS Check
10 3 (0.54%) BC Cleared
10 3 (0.54%) MCSE
10 3 (0.54%) Numerate Degree
10 3 (0.54%) VMware Certified Professional (VCP)
11 2 (0.36%) MCSA
Quality Assurance & Compliance
1 17 (3.07%) QA
1 17 (3.07%) SLA
2 14 (2.53%) Data Quality
3 13 (2.35%) ISO/IEC 27001
4 7 (1.26%) GDPR
5 6 (1.08%) PMO
6 5 (0.90%) PCI DSS
7 3 (0.54%) ISO 13485
7 3 (0.54%) ISO 9001
8 2 (0.36%) ISO 22301
9 1 (0.18%) GPG13
System Software
1 38 (6.86%) Active Directory
2 28 (5.05%) Docker
3 18 (3.25%) VMware Infrastructure
4 7 (1.26%) Hyper-V
4 7 (1.26%) VMware ESXi
5 5 (0.90%) Firmware
6 4 (0.72%) XenApp
7 1 (0.18%) HDFS
7 1 (0.18%) VirtualBox
7 1 (0.18%) VMware NSX
7 1 (0.18%) vSphere
7 1 (0.18%) XenDesktop
Systems Management
1 33 (5.96%) Kubernetes
2 12 (2.17%) Ansible
3 11 (1.99%) Opscode Chef
4 8 (1.44%) Kibana
4 8 (1.44%) Puppet
4 8 (1.44%) Terraform
5 7 (1.26%) Grafana
6 6 (1.08%) Nagios
7 5 (0.90%) Packer
8 4 (0.72%) Istio
9 3 (0.54%) SCCM
10 1 (0.18%) DameWare
10 1 (0.18%) EMC NetWorker
10 1 (0.18%) logstash
10 1 (0.18%) Microsoft Clustering
10 1 (0.18%) Oozie
10 1 (0.18%) Systems Management Server (SMS)
10 1 (0.18%) vRealize
Vendors
1 103 (18.59%) Microsoft
2 45 (8.12%) VMware
3 44 (7.94%) SAP
4 35 (6.32%) Tableau
5 31 (5.60%) Google
6 24 (4.33%) Citrix
7 21 (3.79%) HP
8 15 (2.71%) Cisco
9 13 (2.35%) Red Hat
10 10 (1.81%) Adobe
10 10 (1.81%) Atlassian
11 8 (1.44%) Dell
11 8 (1.44%) Salesforce.com
12 7 (1.26%) IBM
12 7 (1.26%) Oracle
13 6 (1.08%) RedGate
13 6 (1.08%) SolarWinds
13 6 (1.08%) Splunk
14 5 (0.90%) AlienVault
14 5 (0.90%) Cognos