Period
to 21 November 2018

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 21 November 2018 with a comparison to the same period in the previous 2 years.

Analytics
North West > Manchester
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 57 51 60
Rank change year-on-year -6 +9 +7
Permanent jobs citing Analytics 378 489 349
As % of all permanent IT jobs advertised in Manchester 5.14% 6.11% 4.67%
As % of the Processes & Methodologies category 5.68% 6.63% 5.04%
Number of salaries quoted 323 417 302
Manchester median annual salary £47,500 £48,000 £40,000
Median salary % change year-on-year -1.04% +20.00% +6.67%
10th Percentile £31,250 £28,000 £27,500
90th Percentile £72,312 £70,000 £68,750
North West median annual salary £48,500 £45,000 £40,000
% change year-on-year +7.78% +12.50% +6.67%

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 6,655 7,374 6,927
As % of all permanent IT jobs advertised in Manchester 90.43% 92.14% 92.73%
Number of salaries quoted 5,511 6,098 5,935
Manchester median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +6.25%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £70,530 £65,000 £63,750
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

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 21 November 2018.

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 21 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
Altrincham +3 14 £45,000 +50.00%
Salford -6 6 £42,500 -39.29% 3
Cheadle +7 5 £40,000 +42.86%
Stockport +10 4 £45,000 -18.18% 1
Bolton +4 4 £55,000 +37.50%
Wigan -9 1 - -
Analytics
North West

For the 6 months to 21 November 2018, IT jobs citing Analytics 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 Analytics.

1 133 (35.19%) SQL
2 109 (28.84%) Business Intelligence
3 107 (28.31%) Agile Software Development
4 95 (25.13%) Data Analytics
5 88 (23.28%) Analytical Skills
6 79 (20.90%) Degree
7 71 (18.78%) Finance
8 68 (17.99%) Microsoft
9 67 (17.72%) Visualisation
10 57 (15.08%) SQL Server
11 56 (14.81%) HTML
11 56 (14.81%) Python
12 54 (14.29%) Data Visualisation
12 54 (14.29%) Mentoring
13 53 (14.02%) Tableau
14 51 (13.49%) Data Warehouse
14 51 (13.49%) Big Data
15 50 (13.23%) Data Science
15 50 (13.23%) Problem-Solving
16 48 (12.70%) Marketing
16 48 (12.70%) Google
17 47 (12.43%) JavaScript
18 46 (12.17%) ETL
18 46 (12.17%) Microsoft Excel
19 45 (11.90%) Amazon AWS
20 44 (11.64%) Power BI
21 42 (11.11%) User Experience
22 40 (10.58%) SQL Server Integration Services
22 40 (10.58%) QlikView
23 39 (10.32%) Data Modelling

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 24 (6.35%) Apache Spark
2 23 (6.08%) SAS
3 10 (2.65%) Apache
3 10 (2.65%) Cloud Foundry
4 7 (1.85%) CMS
5 6 (1.59%) IIS
5 6 (1.59%) Marvel
6 4 (1.06%) Apache Pig
6 4 (1.06%) Elasticsearch
6 4 (1.06%) Sitefinity
7 2 (0.53%) Drupal
7 2 (0.53%) SharePoint
8 1 (0.26%) Apache Solr
8 1 (0.26%) Confluence
8 1 (0.26%) Jupyter
8 1 (0.26%) nginx
Applications
1 46 (12.17%) Microsoft Excel
2 10 (2.65%) Microsoft Office
2 10 (2.65%) Microsoft PowerPoint
3 7 (1.85%) SPSS
4 6 (1.59%) Adobe Illustrator
4 6 (1.59%) InVision
4 6 (1.59%) Photoshop
5 4 (1.06%) Adobe After Effects
5 4 (1.06%) Adobe Creative Suite
5 4 (1.06%) Adobe Premiere
6 3 (0.79%) Microsoft Project
7 1 (0.26%) Flinto
7 1 (0.26%) MS Visio
Business Applications
1 6 (1.59%) SAP S/4HANA
2 4 (1.06%) Adobe Campaign
3 3 (0.79%) Elite 3E
4 2 (0.53%) Cognos Business Intelligence
4 2 (0.53%) Dynamics AX
4 2 (0.53%) NetSuite
4 2 (0.53%) Oracle Financials
5 1 (0.26%) Dynamics CRM
5 1 (0.26%) Dynamics NAV
5 1 (0.26%) Oracle EBS
5 1 (0.26%) Oracle EBS R12
5 1 (0.26%) Payment Gateway
Cloud Services
1 45 (11.90%) Amazon AWS
2 33 (8.73%) Google Analytics
3 31 (8.20%) Microsoft Azure
4 17 (4.50%) PaaS
5 13 (3.44%) SaaS
6 10 (2.65%) Google Cloud Platform
7 9 (2.38%) Office 365
8 5 (1.32%) AdWords
8 5 (1.32%) Google Tag Manager
9 4 (1.06%) Adobe Analytics
10 3 (0.79%) Dynamics 365
10 3 (0.79%) GitHub
11 2 (0.53%) Mimecast
12 1 (0.26%) Amazon SageMaker
12 1 (0.26%) AWS Lambda
12 1 (0.26%) Azure Data Factory
12 1 (0.26%) Firebase
12 1 (0.26%) npm
12 1 (0.26%) Serverless
12 1 (0.26%) Yarn
Communications & Networking
1 25 (6.61%) Internet
2 15 (3.97%) HTTP
3 14 (3.70%) Bluetooth
3 14 (3.70%) SSL
3 14 (3.70%) Wi-Fi
4 8 (2.12%) Firewall
5 2 (0.53%) Broadband
5 2 (0.53%) LAN
5 2 (0.53%) Network Security
6 1 (0.26%) Asterisk PBX
6 1 (0.26%) DHCP
6 1 (0.26%) DNS
6 1 (0.26%) SAN
6 1 (0.26%) TCP/IP
6 1 (0.26%) WAN
Database & Business Intelligence
1 57 (15.08%) SQL Server
2 51 (13.49%) Big Data
2 51 (13.49%) Data Warehouse
3 44 (11.64%) Power BI
4 40 (10.58%) QlikView
4 40 (10.58%) SQL Server Integration Services
5 34 (8.99%) SQL Server Reporting Services
6 24 (6.35%) Hadoop
7 23 (6.08%) MySQL
8 21 (5.56%) SQL Server Analysis Services
9 20 (5.29%) MongoDB
10 19 (5.03%) NoSQL
11 16 (4.23%) Data Mining
12 14 (3.70%) Apache Hive
12 14 (3.70%) PostgreSQL
13 12 (3.17%) BusinessObjects
14 10 (2.65%) Qlik Sense
14 10 (2.65%) Spotfire
15 9 (2.38%) Apache Cassandra
15 9 (2.38%) Relational Database
Development Applications
1 16 (4.23%) Git (software)
2 7 (1.85%) Jenkins
3 6 (1.59%) CocoaPods
3 6 (1.59%) Selenium
4 5 (1.32%) JIRA
5 3 (0.79%) GitLab
5 3 (0.79%) Gradle
5 3 (0.79%) SQL Server Management Studio (SSMS)
5 3 (0.79%) Vagrant
5 3 (0.79%) Visual Studio
6 2 (0.53%) Chocolatey
6 2 (0.53%) Subversion
7 1 (0.26%) Axure RP
7 1 (0.26%) Balsamiq Mockups
7 1 (0.26%) Burp Suite
7 1 (0.26%) CA Release Automation
7 1 (0.26%) Cucumber
7 1 (0.26%) Maven
7 1 (0.26%) TestRail
7 1 (0.26%) WebDriver
General
1 71 (18.78%) Finance
2 48 (12.70%) Marketing
3 22 (5.82%) Retail
4 15 (3.97%) Military
5 10 (2.65%) Manufacturing
6 9 (2.38%) Electronics
6 9 (2.38%) Telecoms
7 8 (2.12%) Law
8 7 (1.85%) Banking
9 6 (1.59%) Local Government
10 3 (0.79%) Advertising
10 3 (0.79%) Games
10 3 (0.79%) Publishing
11 2 (0.53%) Legal
12 1 (0.26%) Billing
12 1 (0.26%) Brand Awareness
12 1 (0.26%) Pharmaceutical
Job Titles
1 111 (29.37%) Developer
2 53 (14.02%) Analyst
3 25 (6.61%) Support Engineer
4 24 (6.35%) C# Developer
5 21 (5.56%) Data Manager
5 21 (5.56%) Data Scientist
6 20 (5.29%) Analytics Manager
7 19 (5.03%) Business Intelligence Developer
7 19 (5.03%) Consultant
8 18 (4.76%) Infrastructure Engineer
9 16 (4.23%) Infrastructure Support
9 16 (4.23%) Infrastructure Support Engineer
9 16 (4.23%) Server Engineer
9 16 (4.23%) Server Support
9 16 (4.23%) Server Support Engineer
10 15 (3.97%) Junior
10 15 (3.97%) Software Developer
10 15 (3.97%) SQL Developer
11 14 (3.70%) Architect
11 14 (3.70%) Senior Analyst
Libraries, Frameworks & Software Standards
1 56 (14.81%) HTML
2 39 (10.32%) CSS
3 24 (6.35%) .NET
3 24 (6.35%) XML
4 23 (6.08%) RESTful
5 18 (4.76%) JSON
6 13 (3.44%) AngularJS
7 12 (3.17%) Spring
8 11 (2.91%) ASP.NET
8 11 (2.91%) HTML5
8 11 (2.91%) jQuery
9 10 (2.65%) Natural Language Processing
10 9 (2.38%) LAMP
10 9 (2.38%) RxJava
11 8 (2.12%) Dagger
11 8 (2.12%) Hibernate
11 8 (2.12%) Kafka
11 8 (2.12%) React
12 7 (1.85%) Apache Camel
12 7 (1.85%) Java EE
Miscellaneous
1 88 (23.28%) Analytical Skills
2 42 (11.11%) User Experience
3 38 (10.05%) Computer Science
4 16 (4.23%) Internet of Things
5 15 (3.97%) Algorithms
5 15 (3.97%) Industrial Internet of Things
6 11 (2.91%) Virtual Team
7 8 (2.12%) FMCG
8 7 (1.85%) Social Media
9 6 (1.59%) Animation
9 6 (1.59%) Enterprise Software
9 6 (1.59%) Greenfield Project
10 5 (1.32%) Graphic Design
10 5 (1.32%) Taxonomies
11 4 (1.06%) Motion Graphics
12 3 (0.79%) Mobile App
13 2 (0.53%) Data Centre
13 2 (0.53%) Data Structures
13 2 (0.53%) Fintech
13 2 (0.53%) Self-Motivation
Operating Systems
1 35 (9.26%) Linux
2 32 (8.47%) Windows
3 16 (4.23%) Red Hat Enterprise Linux
4 15 (3.97%) Windows Server
4 15 (3.97%) Windows Server 2008
5 14 (3.70%) Windows Server 2003
5 14 (3.70%) Windows Server 2012
6 10 (2.65%) Android
7 9 (2.38%) Apple iOS
8 2 (0.53%) Unix
9 1 (0.26%) AIX
9 1 (0.26%) CentOS
9 1 (0.26%) HPUX
9 1 (0.26%) Solaris
9 1 (0.26%) Windows 10
Processes & Methodologies
1 109 (28.84%) Business Intelligence
2 107 (28.31%) Agile Software Development
3 95 (25.13%) Data Analytics
4 67 (17.72%) Visualisation
5 54 (14.29%) Data Visualisation
5 54 (14.29%) Mentoring
6 50 (13.23%) Data Science
6 50 (13.23%) Problem-Solving
7 46 (12.17%) ETL
8 39 (10.32%) Data Modelling
9 36 (9.52%) Decision-Making
10 34 (8.99%) Machine Learning
10 34 (8.99%) Mathematics
11 33 (8.73%) Coaching
12 32 (8.47%) Continuous Integration
13 31 (8.20%) E-Commerce
14 30 (7.94%) Data Analysis
15 29 (7.67%) DevOps
15 29 (7.67%) Digital Marketing
16 26 (6.88%) Software Engineering
Programming Languages
1 133 (35.19%) SQL
2 56 (14.81%) Python
3 47 (12.43%) JavaScript
4 39 (10.32%) T-SQL
5 38 (10.05%) Java
6 37 (9.79%) R
7 35 (9.26%) C#
8 26 (6.88%) Scala
9 23 (6.08%) C++
10 14 (3.70%) C
10 14 (3.70%) VBA
11 10 (2.65%) Ruby
12 9 (2.38%) Apple Swift
12 9 (2.38%) Objective-C
13 8 (2.12%) Perl
14 4 (1.06%) PHP
15 2 (0.53%) Data Analysis Expressions (DAX)
15 2 (0.53%) ES6
15 2 (0.53%) PL/SQL
15 2 (0.53%) VB
Qualifications
1 79 (20.90%) Degree
2 16 (4.23%) PhD
3 15 (3.97%) Computer Science Degree
4 12 (3.17%) MCSE
4 12 (3.17%) Microsoft Certification
5 9 (2.38%) MCITP
6 7 (1.85%) ITIL Certification
6 7 (1.85%) Numerate Degree
7 6 (1.59%) Master's Degree
7 6 (1.59%) Security Cleared
8 5 (1.32%) SC Cleared
9 3 (0.79%) CISSP
9 3 (0.79%) VMware Certified Professional (VCP)
10 2 (0.53%) Cisco Certification
10 2 (0.53%) PMI Certification
11 1 (0.26%) ACCA
11 1 (0.26%) CIMA
11 1 (0.26%) CISA
11 1 (0.26%) CISM
11 1 (0.26%) QiCA
Quality Assurance & Compliance
1 15 (3.97%) SLA
2 14 (3.70%) QA
3 9 (2.38%) Data Quality
4 4 (1.06%) PMO
5 2 (0.53%) GDPR
6 1 (0.26%) ISO/IEC 27001
6 1 (0.26%) WCAG
System Software
1 22 (5.82%) Active Directory
2 12 (3.17%) Docker
3 3 (0.79%) XenApp
4 2 (0.53%) VMware ESXi
4 2 (0.53%) VMware Infrastructure
5 1 (0.26%) EMC RecoverPoint
5 1 (0.26%) HDFS
Systems Management
1 7 (1.85%) Kubernetes
2 3 (0.79%) Terraform
3 2 (0.53%) Ansible
3 2 (0.53%) Backup Exec
3 2 (0.53%) EMC NetWorker
3 2 (0.53%) Microsoft Clustering
3 2 (0.53%) Microsoft Data Protection Manager
3 2 (0.53%) Puppet
3 2 (0.53%) Systems Management Server (SMS)
3 2 (0.53%) vMotion
4 1 (0.26%) AirWatch
4 1 (0.26%) Nessus
4 1 (0.26%) NetBackup
4 1 (0.26%) Oozie
4 1 (0.26%) Tivoli
4 1 (0.26%) Tivoli Storage Manager
Vendors
1 68 (17.99%) Microsoft
2 53 (14.02%) Tableau
3 48 (12.70%) Google
4 21 (5.56%) Oracle
5 20 (5.29%) SAP
5 20 (5.29%) VMware
6 19 (5.03%) Adobe
7 16 (4.23%) Siemens
8 15 (3.97%) Red Hat
9 14 (3.70%) HP
10 7 (1.85%) Cognos
10 7 (1.85%) Informatica
10 7 (1.85%) MicroStrategy
11 6 (1.59%) Apple
12 5 (1.32%) Ab Initio
12 5 (1.32%) Hotjar
12 5 (1.32%) Twitter
13 4 (1.06%) OutSystems
14 3 (0.79%) Crazy Egg
14 3 (0.79%) Tealium