Period
to 20 September 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 20 September 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
North West > Manchester
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 33 30 30
Rank change year-on-year -3 0 -8
Permanent jobs citing Analytical Skills 551 683 511
As % of all permanent IT jobs advertised in Manchester 7.54% 8.43% 7.03%
As % of the Miscellaneous category 20.38% 19.92% 16.66%
Number of salaries quoted 452 511 459
Manchester median annual salary £42,500 £42,500 £39,000
Median salary % change year-on-year - +8.97% -2.50%
10th Percentile £25,000 £25,000 £24,450
90th Percentile £71,767 £70,000 £57,500
North West median annual salary £42,500 £41,500 £37,500
% change year-on-year +2.41% +10.67% -6.25%

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 2,704 3,428 3,068
As % of all permanent IT jobs advertised in Manchester 37.02% 42.29% 42.24%
Number of salaries quoted 2,224 2,849 2,667
Manchester median annual salary £45,000 £44,000 £40,000
Median salary % change year-on-year +2.27% +10.00% -
10th Percentile £25,000 £25,000 £25,000
90th Percentile £68,750 £65,000 £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 20 September 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 20 September 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 +14 37 £47,500 +35.71% 5
Salford +6 25 £37,747 +42.44% 3
Bolton +18 19 £35,000 - 1
Wigan -6 6 £36,000 -24.21% 3
Altrincham -20 6 £23,500 -32.86% 1
Cheadle +3 5 £32,500 -23.53% 1
Oldham -2 4 £27,500 -
Bury -10 4 £24,500 -38.75% 2
Heywood -2 3 £26,250 +34.62%
Rochdale -3 2 £22,500 -37.50% 3
Analytical Skills
North West

For the 6 months to 20 September 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.

1 210 (38.11%) Problem-Solving
2 166 (30.13%) Agile Software Development
3 156 (28.31%) SQL
4 144 (26.13%) Finance
5 110 (19.96%) C#
6 103 (18.69%) Microsoft
7 100 (18.15%) Degree
8 99 (17.97%) Business Intelligence
9 93 (16.88%) Retail
10 89 (16.15%) .NET
11 87 (15.79%) Analytics
12 84 (15.25%) JavaScript
13 70 (12.70%) Java
14 69 (12.52%) Manufacturing
14 69 (12.52%) Marketing
14 69 (12.52%) Mentoring
15 65 (11.80%) HTML
16 64 (11.62%) Windows
16 64 (11.62%) Scrum
17 63 (11.43%) SQL Server
18 62 (11.25%) Continuous Integration
19 57 (10.34%) SDLC
19 57 (10.34%) SAP
20 55 (9.98%) Programme Management
21 54 (9.80%) Digital Marketing
22 53 (9.62%) Test Automation
23 50 (9.07%) User Experience
23 50 (9.07%) CSS
24 49 (8.89%) Electronics
24 49 (8.89%) Project Management

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 21 (3.81%) Apache Spark
2 18 (3.27%) SAS
3 10 (1.81%) IIS
4 7 (1.27%) Confluence
5 5 (0.91%) Cloud Foundry
6 4 (0.73%) Alfresco
6 4 (0.73%) Elasticsearch
7 3 (0.54%) SharePoint
8 2 (0.36%) CMS
8 2 (0.36%) WordPress
9 1 (0.18%) Apache Pig
9 1 (0.18%) Drupal
9 1 (0.18%) IBM Notes
9 1 (0.18%) MS Exchange
9 1 (0.18%) NetWeaver
9 1 (0.18%) nginx
9 1 (0.18%) Sitefinity
9 1 (0.18%) Skype for Business
9 1 (0.18%) Tomcat
9 1 (0.18%) WebSphere
Applications
1 32 (5.81%) Microsoft Excel
2 29 (5.26%) Microsoft Office
3 11 (2.00%) Microsoft PowerPoint
4 8 (1.45%) Microsoft Project
5 6 (1.09%) MS Visio
6 4 (0.73%) SPSS
7 2 (0.36%) Adobe Creative Suite
7 2 (0.36%) InDesign
8 1 (0.18%) Chatbot
8 1 (0.18%) SOLIDWORKS
Business Applications
1 27 (4.90%) Dynamics NAV
2 14 (2.54%) Dynamics AX
3 12 (2.18%) Dynamics CRM
4 4 (0.73%) SAP APO
5 3 (0.54%) Elite 3E
6 2 (0.36%) Cognos Business Intelligence
6 2 (0.36%) Magento
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 S/4HANA
7 1 (0.18%) HFM
7 1 (0.18%) Oracle Assets
7 1 (0.18%) Oracle Cash Management
7 1 (0.18%) Oracle EBS R12
7 1 (0.18%) Oracle General Ledger
7 1 (0.18%) Oracle Payables
7 1 (0.18%) Oracle Receivables
7 1 (0.18%) SAP QM
Cloud Services
1 43 (7.80%) Amazon AWS
2 35 (6.35%) Microsoft Azure
3 30 (5.44%) SaaS
4 26 (4.72%) Google Cloud Platform
5 23 (4.17%) Office 365
6 18 (3.27%) Dynamics 365
7 12 (2.18%) PaaS
8 10 (1.81%) Amazon S3
9 7 (1.27%) Google Analytics
9 7 (1.27%) IaaS
10 4 (0.73%) Amazon EC2
10 4 (0.73%) BlazeMeter
11 3 (0.54%) Cloud Computing
12 2 (0.36%) BrowserStack
12 2 (0.36%) GitHub
12 2 (0.36%) Serverless
13 1 (0.18%) Amazon EMR
13 1 (0.18%) Amazon SageMaker
13 1 (0.18%) npm
13 1 (0.18%) Salesforce Sales Cloud
Communications & Networking
1 12 (2.18%) LAN
1 12 (2.18%) TCP/IP
2 11 (2.00%) WAN
3 10 (1.81%) Firewall
3 10 (1.81%) Internet
4 9 (1.63%) Network Security
4 9 (1.63%) Wireless
5 7 (1.27%) AMQP
5 7 (1.27%) SAN
5 7 (1.27%) VPN
6 6 (1.09%) Broadband
6 6 (1.09%) DHCP
6 6 (1.09%) DNS
7 4 (0.73%) Cisco IOS
8 3 (0.54%) Intranet
8 3 (0.54%) Intrusion Detection
8 3 (0.54%) Unified Communications
8 3 (0.54%) Wi-Fi
9 2 (0.36%) ISDN
9 2 (0.36%) NetScaler
Database & Business Intelligence
1 63 (11.43%) SQL Server
2 35 (6.35%) Relational Database
3 33 (5.99%) Big Data
4 31 (5.63%) SQL Server Reporting Services
5 30 (5.44%) Data Warehouse
6 26 (4.72%) Hadoop
7 25 (4.54%) SQL Server Integration Services
8 20 (3.63%) MySQL
8 20 (3.63%) Power BI
9 15 (2.72%) SQL Server Analysis Services
10 14 (2.54%) RDBMS
11 12 (2.18%) QlikView
12 11 (2.00%) NoSQL
13 10 (1.81%) MongoDB
14 8 (1.45%) Couchbase
14 8 (1.45%) SQL Server 2012
15 6 (1.09%) OLAP
15 6 (1.09%) Oracle Database
15 6 (1.09%) Spotfire
15 6 (1.09%) SQL Server 2016
Development Applications
1 34 (6.17%) JIRA
2 21 (3.81%) Visual Studio
3 20 (3.63%) Selenium
4 18 (3.27%) SpecFlow
5 13 (2.36%) TeamCity
6 9 (1.63%) Git (software)
7 8 (1.45%) Cucumber
8 4 (0.73%) eCATT
8 4 (0.73%) Jenkins
8 4 (0.73%) JMeter
8 4 (0.73%) LSMW
8 4 (0.73%) Rational DOORS
8 4 (0.73%) Serilog
8 4 (0.73%) SoapUI
8 4 (0.73%) WebDriver
9 3 (0.54%) ERwin
9 3 (0.54%) Subversion
9 3 (0.54%) Team Foundation Server
10 2 (0.36%) Axure RP
10 2 (0.36%) PHPUnit
General
1 144 (26.13%) Finance
2 93 (16.88%) Retail
3 69 (12.52%) Manufacturing
3 69 (12.52%) Marketing
4 49 (8.89%) Electronics
5 47 (8.53%) Telecoms
6 21 (3.81%) Advertising
7 17 (3.09%) Publishing
8 12 (2.18%) Law
9 11 (2.00%) Banking
10 9 (1.63%) Legal
11 8 (1.45%) Automotive
12 6 (1.09%) Pharmaceutical
13 5 (0.91%) Games
13 5 (0.91%) Military
14 4 (0.73%) Billing
15 3 (0.54%) Financial Institution
15 3 (0.54%) General Ledger
16 2 (0.36%) International Banking
17 1 (0.18%) Investment Banking
Job Titles
1 134 (24.32%) Developer
2 111 (20.15%) Analyst
3 40 (7.26%) .NET Developer
4 38 (6.90%) Consultant
5 36 (6.53%) C# Developer
6 35 (6.35%) C# .NET Developer
7 34 (6.17%) Software Developer
8 32 (5.81%) Architect
9 25 (4.54%) Senior Analyst
10 23 (4.17%) Test Analyst
11 22 (3.99%) Business Analyst
11 22 (3.99%) Senior Developer
12 20 (3.63%) Graduate
13 17 (3.09%) Business Intelligence Developer
13 17 (3.09%) Project Manager
13 17 (3.09%) SQL Developer
14 16 (2.90%) .NET Software Developer
14 16 (2.90%) C# Software Developer
15 15 (2.72%) IT Manager
16 14 (2.54%) Software Manager
Libraries, Frameworks & Software Standards
1 89 (16.15%) .NET
2 65 (11.80%) HTML
3 50 (9.07%) CSS
4 44 (7.99%) ASP.NET
5 34 (6.17%) AngularJS
6 28 (5.08%) Web Services
7 23 (4.17%) ASP.NET MVC
8 22 (3.99%) React
9 21 (3.81%) HTML5
10 20 (3.63%) ASP.NET Web API
11 19 (3.45%) jQuery
12 18 (3.27%) .NET Framework
13 15 (2.72%) REST
14 12 (2.18%) .NET Core
14 12 (2.18%) Entity Framework
14 12 (2.18%) Node.js
14 12 (2.18%) SignalR
15 11 (2.00%) CSS3
16 10 (1.81%) Redux
16 10 (1.81%) RESTful
Miscellaneous
1 50 (9.07%) User Experience
2 48 (8.71%) Self-Motivation
3 47 (8.53%) Computer Science
4 37 (6.72%) Enterprise Software
5 28 (5.08%) Management Information System
6 21 (3.81%) Data Structures
7 16 (2.90%) Mobile App
8 13 (2.36%) Greenfield Project
9 12 (2.18%) Analytical Mindset
9 12 (2.18%) Blog
10 10 (1.81%) Algorithms
10 10 (1.81%) Virtual Team
11 9 (1.63%) Client/Server
11 9 (1.63%) LIMS
12 8 (1.45%) Data Centre
13 7 (1.27%) Life Science
14 5 (0.91%) Clustering
14 5 (0.91%) Industrial Internet of Things
14 5 (0.91%) Internet of Things
14 5 (0.91%) Replication
Operating Systems
1 64 (11.62%) Windows
2 30 (5.44%) Linux
3 24 (4.36%) Windows Server
4 17 (3.09%) Windows Server 2012
5 14 (2.54%) Windows Server 2008
6 11 (2.00%) Windows 7
7 9 (1.63%) Windows 10
8 5 (0.91%) Android
9 3 (0.54%) Apple iOS
9 3 (0.54%) Embedded Linux
9 3 (0.54%) Red Hat Enterprise Linux
9 3 (0.54%) Unix
9 3 (0.54%) Windows Server 2003
10 2 (0.36%) Windows XP
11 1 (0.18%) FreeRTOS
Processes & Methodologies
1 210 (38.11%) Problem-Solving
2 166 (30.13%) Agile Software Development
3 99 (17.97%) Business Intelligence
4 87 (15.79%) Analytics
5 69 (12.52%) Mentoring
6 64 (11.62%) Scrum
7 62 (11.25%) Continuous Integration
8 57 (10.34%) SDLC
9 55 (9.98%) Programme Management
10 54 (9.80%) Digital Marketing
11 53 (9.62%) Test Automation
12 49 (8.89%) Project Management
13 42 (7.62%) Decision-Making
14 40 (7.26%) CRM
15 39 (7.08%) Coaching
15 39 (7.08%) Kanban
15 39 (7.08%) Software Engineering
16 38 (6.90%) Stakeholder Management
17 37 (6.72%) MVC
17 37 (6.72%) Web Development
Programming Languages
1 156 (28.31%) SQL
2 110 (19.96%) C#
3 84 (15.25%) JavaScript
4 70 (12.70%) Java
5 46 (8.35%) Python
6 37 (6.72%) C
7 31 (5.63%) PHP
8 25 (4.54%) T-SQL
9 22 (3.99%) C++
10 21 (3.81%) R
11 13 (2.36%) Scala
12 12 (2.18%) Go
13 9 (1.63%) X++
14 8 (1.45%) PowerShell
14 8 (1.45%) VB.NET
15 7 (1.27%) PHP 5
15 7 (1.27%) VBA
16 5 (0.91%) ABAP
17 3 (0.54%) VB
18 2 (0.36%) PL/SQL
Qualifications
1 100 (18.15%) Degree
2 25 (4.54%) Security Cleared
3 11 (2.00%) PMP
4 9 (1.63%) DV Cleared
4 9 (1.63%) SC Cleared
5 8 (1.45%) APMG
5 8 (1.45%) ITIL Certification
6 7 (1.27%) Computer Science Degree
6 7 (1.27%) ISTQB
7 6 (1.09%) Microsoft Certification
8 5 (0.91%) BC Cleared
8 5 (0.91%) Cisco Certification
8 5 (0.91%) DBS Check
8 5 (0.91%) Numerate Degree
8 5 (0.91%) PhD
8 5 (0.91%) PMI Certification
9 3 (0.54%) CCNP
9 3 (0.54%) ISEB
9 3 (0.54%) MCSA
9 3 (0.54%) MCSE
Quality Assurance & Compliance
1 36 (6.53%) QA
2 19 (3.45%) SLA
3 18 (3.27%) Data Quality
4 14 (2.54%) ISO/IEC 27001
5 7 (1.27%) ISO 9001
6 6 (1.09%) GDPR
7 5 (0.91%) GCP
8 4 (0.73%) PMO
9 3 (0.54%) ISO 22301
9 3 (0.54%) PCI DSS
10 1 (0.18%) GAAP
10 1 (0.18%) GPG13
System Software
1 28 (5.08%) Docker
2 26 (4.72%) Active Directory
3 11 (2.00%) VMware Infrastructure
4 7 (1.27%) Hyper-V
5 6 (1.09%) VMware ESXi
6 5 (0.91%) Firmware
7 4 (0.73%) XenApp
8 1 (0.18%) HDFS
8 1 (0.18%) Virtual Servers
8 1 (0.18%) vSphere
8 1 (0.18%) XenDesktop
Systems Management
1 33 (5.99%) Kubernetes
2 13 (2.36%) Ansible
3 9 (1.63%) Kibana
4 6 (1.09%) Grafana
5 5 (0.91%) Terraform
6 4 (0.73%) Istio
6 4 (0.73%) Nagios
6 4 (0.73%) Packer
7 3 (0.54%) logstash
7 3 (0.54%) SCCM
8 2 (0.36%) EMC NetWorker
8 2 (0.36%) Opscode Chef
8 2 (0.36%) Single Sign-On
9 1 (0.18%) DameWare
9 1 (0.18%) FlexNet
9 1 (0.18%) Nessus
9 1 (0.18%) Nexpose
9 1 (0.18%) Nmap
9 1 (0.18%) Oozie
9 1 (0.18%) Systems Management Server (SMS)
Vendors
1 103 (18.69%) Microsoft
2 57 (10.34%) SAP
3 33 (5.99%) Google
4 29 (5.26%) VMware
5 26 (4.72%) Tableau
6 24 (4.36%) Capita
7 21 (3.81%) Citrix
8 16 (2.90%) Cisco
9 12 (2.18%) Adobe
10 11 (2.00%) HP
11 10 (1.81%) Atlassian
11 10 (1.81%) Oracle
12 8 (1.45%) Dell
13 6 (1.09%) New Relic
14 5 (0.91%) Cognos
14 5 (0.91%) IBM
14 5 (0.91%) Siemens
15 4 (0.73%) Cognizant
15 4 (0.73%) Red Hat
15 4 (0.73%) Salesforce.com