Period
to 21 January 2019

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 January 2019 with a comparison to the same period in the previous 2 years.

Analytics
North West > Manchester
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 68 56 62
Rank change year-on-year -12 +6 +11
Permanent jobs citing Analytics 301 402 353
As % of all permanent IT jobs advertised in Manchester 4.46% 5.47% 4.77%
As % of the Processes & Methodologies category 4.90% 5.88% 5.10%
Number of salaries quoted 256 332 304
Manchester median annual salary £47,500 £47,500 £40,000
Median salary % change year-on-year - +18.75% +1.27%
10th Percentile £31,250 £27,500 £27,500
90th Percentile £72,312 £80,000 £65,525
North West median annual salary £48,506 £45,000 £40,000
% change year-on-year +7.79% +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 6,140 6,834 6,921
As % of all permanent IT jobs advertised in Manchester 90.98% 92.97% 93.48%
Number of salaries quoted 5,111 5,625 5,972
Manchester median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £72,500 £67,500 £63,750
North West median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% -

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 January 2019.

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 January 2019. 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 +4 21 £40,000 +33.33% 1
Salford +1 7 £42,500 -39.29% 3
Stockport +10 2 £47,500 -13.64% 2
Cheadle +2 2 £42,500 +21.43% 1
Bolton +8 1 £50,000 +100.00%
Wigan -8 1 - -
Analytics
North West

For the 6 months to 21 January 2019, 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.

1 108 (35.88%) SQL
2 91 (30.23%) Agile Software Development
3 80 (26.58%) Business Intelligence
4 68 (22.59%) Analytical Skills
5 65 (21.59%) Microsoft
6 61 (20.27%) Data Analytics
7 60 (19.93%) Degree
8 56 (18.60%) Finance
9 52 (17.28%) Visualisation
10 50 (16.61%) SQL Server
10 50 (16.61%) Python
11 49 (16.28%) Mentoring
12 42 (13.95%) Power BI
12 42 (13.95%) Problem-Solving
12 42 (13.95%) Microsoft Excel
12 42 (13.95%) Data Visualisation
13 40 (13.29%) Big Data
14 38 (12.62%) Google
15 37 (12.29%) Coaching
16 36 (11.96%) Marketing
16 36 (11.96%) Tableau
16 36 (11.96%) HTML
17 34 (11.30%) User Experience
18 33 (10.96%) Data Science
18 33 (10.96%) Data Warehouse
18 33 (10.96%) R
19 32 (10.63%) SQL Server Integration Services
19 32 (10.63%) Data Analysis
20 31 (10.30%) C#
21 30 (9.97%) CSS

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 22 (7.31%) SAS
2 16 (5.32%) Apache Spark
3 10 (3.32%) Drupal
4 8 (2.66%) Marvel
5 7 (2.33%) Apache
6 6 (1.99%) CMS
7 4 (1.33%) Apache Pig
7 4 (1.33%) Confluence
7 4 (1.33%) IIS
8 3 (1.00%) Elasticsearch
9 2 (0.66%) SharePoint
9 2 (0.66%) Sitefinity
10 1 (0.33%) Apache Solr
10 1 (0.33%) SharePoint Server
10 1 (0.33%) Skype for Business
Applications
1 42 (13.95%) Microsoft Excel
2 8 (2.66%) InVision
2 8 (2.66%) Microsoft PowerPoint
2 8 (2.66%) SPSS
3 7 (2.33%) Microsoft Office
4 4 (1.33%) Microsoft Project
5 3 (1.00%) Adobe Illustrator
5 3 (1.00%) Photoshop
6 2 (0.66%) S-PLUS
6 2 (0.66%) Stata
7 1 (0.33%) Adobe After Effects
7 1 (0.33%) Adobe Creative Suite
7 1 (0.33%) Adobe Premiere
7 1 (0.33%) Flinto
7 1 (0.33%) MS Visio
Business Applications
1 4 (1.33%) Dynamics AX
1 4 (1.33%) Dynamics CRM
2 3 (1.00%) SAP S/4HANA
3 2 (0.66%) Adobe Campaign
3 2 (0.66%) Cognos Business Intelligence
3 2 (0.66%) Oracle Financials
4 1 (0.33%) Dynamics NAV
4 1 (0.33%) Elite 3E
4 1 (0.33%) NetSuite
4 1 (0.33%) Oracle EBS
4 1 (0.33%) Oracle EBS R12
4 1 (0.33%) Payment Gateway
Cloud Services
1 30 (9.97%) Microsoft Azure
2 29 (9.63%) Google Analytics
3 22 (7.31%) Amazon AWS
4 12 (3.99%) SaaS
5 10 (3.32%) Google Cloud Platform
6 7 (2.33%) Office 365
7 5 (1.66%) Dynamics 365
7 5 (1.66%) Serverless
8 3 (1.00%) GitHub
8 3 (1.00%) Google Tag Manager
9 2 (0.66%) AdWords
9 2 (0.66%) IaaS
9 2 (0.66%) PaaS
10 1 (0.33%) AWS CloudFormation
10 1 (0.33%) AWS Lambda
10 1 (0.33%) Azure Data Factory
10 1 (0.33%) Google Play
10 1 (0.33%) npm
10 1 (0.33%) Slack
10 1 (0.33%) Yarn
Communications & Networking
1 9 (2.99%) Bluetooth
1 9 (2.99%) HTTP
1 9 (2.99%) SSL
1 9 (2.99%) Wi-Fi
2 3 (1.00%) Internet
3 2 (0.66%) Broadband
3 2 (0.66%) DHCP
3 2 (0.66%) DNS
3 2 (0.66%) Firewall
3 2 (0.66%) LAN
3 2 (0.66%) Network Security
4 1 (0.33%) SAN
4 1 (0.33%) Skype
4 1 (0.33%) TCP/IP
4 1 (0.33%) Unified Communications
4 1 (0.33%) WAN
Database & Business Intelligence
1 50 (16.61%) SQL Server
2 42 (13.95%) Power BI
3 40 (13.29%) Big Data
4 33 (10.96%) Data Warehouse
5 32 (10.63%) SQL Server Integration Services
6 30 (9.97%) QlikView
7 25 (8.31%) SQL Server Reporting Services
8 21 (6.98%) PostgreSQL
9 19 (6.31%) Data Mining
10 18 (5.98%) SQL Server Analysis Services
11 15 (4.98%) Hadoop
11 15 (4.98%) NoSQL
12 12 (3.99%) Apache Hive
12 12 (3.99%) MongoDB
12 12 (3.99%) MySQL
13 9 (2.99%) Qlik Sense
14 8 (2.66%) BusinessObjects
15 7 (2.33%) Data Lake
15 7 (2.33%) Relational Database
15 7 (2.33%) Spotfire
Development Applications
1 15 (4.98%) Jenkins
2 12 (3.99%) Git (software)
2 12 (3.99%) JIRA
2 12 (3.99%) Vagrant
3 11 (3.65%) Selenium
4 8 (2.66%) Katalon Studio
5 4 (1.33%) Gradle
6 3 (1.00%) Atlassian Bamboo
6 3 (1.00%) Axure RP
6 3 (1.00%) Balsamiq Mockups
6 3 (1.00%) GitLab
7 2 (0.66%) Chocolatey
7 2 (0.66%) CocoaPods
7 2 (0.66%) Cucumber
7 2 (0.66%) Visual Studio
7 2 (0.66%) Visual Website Optimizer
8 1 (0.33%) Bitbucket
8 1 (0.33%) Burp Suite
8 1 (0.33%) HP UFT
8 1 (0.33%) LoadRunner
General
1 56 (18.60%) Finance
2 36 (11.96%) Marketing
3 18 (5.98%) Retail
4 8 (2.66%) Manufacturing
5 7 (2.33%) Electronics
5 7 (2.33%) Telecoms
6 6 (1.99%) Banking
6 6 (1.99%) Local Government
7 5 (1.66%) Billing
8 3 (1.00%) Automotive
8 3 (1.00%) Games
9 2 (0.66%) Advertising
10 1 (0.33%) Brand Awareness
10 1 (0.33%) Law
10 1 (0.33%) Legal
10 1 (0.33%) Publishing
Job Titles
1 80 (26.58%) Developer
2 51 (16.94%) Analyst
3 20 (6.64%) C# Developer
3 20 (6.64%) Data Scientist
4 19 (6.31%) Data Manager
4 19 (6.31%) Infrastructure Engineer
4 19 (6.31%) Support Engineer
5 16 (5.32%) Business Intelligence Developer
5 16 (5.32%) Infrastructure Support
5 16 (5.32%) Infrastructure Support Engineer
5 16 (5.32%) Server Engineer
5 16 (5.32%) Server Support
5 16 (5.32%) Server Support Engineer
6 13 (4.32%) Consultant
7 12 (3.99%) Senior Infrastructure Engineer
7 12 (3.99%) Senior Infrastructure Support Engineer
7 12 (3.99%) Senior Server Engineer
7 12 (3.99%) Senior Server Support Engineer
8 11 (3.65%) Analytics Manager
8 11 (3.65%) SQL Analyst
Libraries, Frameworks & Software Standards
1 36 (11.96%) HTML
2 30 (9.97%) CSS
3 29 (9.63%) .NET
4 15 (4.98%) RESTful
5 14 (4.65%) XML
6 10 (3.32%) jQuery
6 10 (3.32%) JSON
7 9 (2.99%) Spring
8 8 (2.66%) RxJava
9 7 (2.33%) AngularJS
9 7 (2.33%) ASP.NET
9 7 (2.33%) Dagger
10 6 (1.99%) Kafka
10 6 (1.99%) LAMP
10 6 (1.99%) Natural Language Processing
11 5 (1.66%) Hibernate
11 5 (1.66%) Java EE
11 5 (1.66%) Node.js
11 5 (1.66%) RabbitMQ
11 5 (1.66%) VCL
Miscellaneous
1 68 (22.59%) Analytical Skills
2 34 (11.30%) User Experience
3 17 (5.65%) Algorithms
4 6 (1.99%) Greenfield Project
5 5 (1.66%) FMCG
5 5 (1.66%) Graphic Design
5 5 (1.66%) Social Media
5 5 (1.66%) Taxonomies
6 4 (1.33%) Management Information System
7 3 (1.00%) Fintech
7 3 (1.00%) Mobile App
8 2 (0.66%) Animation
8 2 (0.66%) Clustering
8 2 (0.66%) Data Centre
8 2 (0.66%) Data Structures
8 2 (0.66%) Enterprise Software
8 2 (0.66%) EPoS
8 2 (0.66%) Online Games
8 2 (0.66%) Self-Motivation
8 2 (0.66%) Virtual Team
Operating Systems
1 26 (8.64%) Windows
2 25 (8.31%) Linux
3 15 (4.98%) Red Hat Enterprise Linux
3 15 (4.98%) Windows Server
3 15 (4.98%) Windows Server 2012
4 14 (4.65%) Windows Server 2003
4 14 (4.65%) Windows Server 2008
5 8 (2.66%) Android
6 3 (1.00%) Apple iOS
7 1 (0.33%) Windows 10
Processes & Methodologies
1 91 (30.23%) Agile Software Development
2 80 (26.58%) Business Intelligence
3 61 (20.27%) Data Analytics
4 52 (17.28%) Visualisation
5 49 (16.28%) Mentoring
6 42 (13.95%) Data Visualisation
6 42 (13.95%) Problem-Solving
7 37 (12.29%) Coaching
8 33 (10.96%) Data Science
9 32 (10.63%) Data Analysis
10 30 (9.97%) ETL
11 28 (9.30%) Data Modelling
12 25 (8.31%) Computer Science
12 25 (8.31%) Service Management
13 24 (7.97%) Continuous Integration
14 23 (7.64%) Mathematics
15 22 (7.31%) Machine Learning
16 21 (6.98%) E-Commerce
16 21 (6.98%) Predictive Modelling
17 19 (6.31%) Scrum
Programming Languages
1 108 (35.88%) SQL
2 50 (16.61%) Python
3 33 (10.96%) R
4 31 (10.30%) C#
5 29 (9.63%) T-SQL
6 27 (8.97%) JavaScript
7 22 (7.31%) Java
8 16 (5.32%) C++
9 12 (3.99%) VBA
10 10 (3.32%) PHP
11 9 (2.99%) Ruby
11 9 (2.99%) Scala
12 8 (2.66%) C
13 6 (1.99%) MATLAB
14 5 (1.66%) Perl
15 3 (1.00%) Apple Swift
15 3 (1.00%) Objective-C
15 3 (1.00%) VB
16 2 (0.66%) ES6
16 2 (0.66%) PL/SQL
Qualifications
1 60 (19.93%) Degree
2 13 (4.32%) Computer Science Degree
2 13 (4.32%) PhD
3 9 (2.99%) Security Cleared
4 8 (2.66%) SC Cleared
5 5 (1.66%) Numerate Degree
6 4 (1.33%) Microsoft Certification
7 3 (1.00%) BPSS Clearance
7 3 (1.00%) CISSP
7 3 (1.00%) Master's Degree
7 3 (1.00%) MCSE
8 2 (0.66%) CEH
8 2 (0.66%) CISA
8 2 (0.66%) Cisco Certification
8 2 (0.66%) CISM
8 2 (0.66%) ITIL Certification
8 2 (0.66%) MCITP
9 1 (0.33%) ISTQB
9 1 (0.33%) OSCP
9 1 (0.33%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 13 (4.32%) QA
2 10 (3.32%) Data Quality
3 9 (2.99%) SLA
4 5 (1.66%) PMO
5 4 (1.33%) GDPR
6 2 (0.66%) Actionable Recommendations
7 1 (0.33%) ISO/IEC 27001
7 1 (0.33%) WCAG
System Software
1 16 (5.32%) Active Directory
2 7 (2.33%) Docker
3 2 (0.66%) VMware ESXi
3 2 (0.66%) VMware Infrastructure
4 1 (0.33%) EMC RecoverPoint
4 1 (0.33%) XenApp
Systems Management
1 3 (1.00%) Kubernetes
1 3 (1.00%) Terraform
2 2 (0.66%) Ansible
2 2 (0.66%) Microsoft Clustering
2 2 (0.66%) Puppet
2 2 (0.66%) vMotion
3 1 (0.33%) EMC NetWorker
3 1 (0.33%) Nessus
3 1 (0.33%) NetBackup
3 1 (0.33%) Tivoli
3 1 (0.33%) Tivoli Storage Manager
Vendors
1 65 (21.59%) Microsoft
2 38 (12.62%) Google
3 36 (11.96%) Tableau
4 18 (5.98%) VMware
5 15 (4.98%) SAP
6 14 (4.65%) HP
6 14 (4.65%) Red Hat
7 13 (4.32%) Oracle
8 11 (3.65%) Adobe
9 6 (1.99%) Cognos
9 6 (1.99%) WorldPay
10 5 (1.66%) Hotjar
11 4 (1.33%) Informatica
11 4 (1.33%) MicroStrategy
11 4 (1.33%) Splunk
12 3 (1.00%) Alteryx
12 3 (1.00%) ClickTale
13 2 (0.66%) Lavastorm
13 2 (0.66%) Optimizely
13 2 (0.66%) ServiceNow