Period
to 26 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Statistics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistics over the 6 months to 26 April 2018 with a comparison to the same period in the previous 2 years.

Statistics
North West > Manchester
6 months to
26 Apr 2018
Same period 2017 Same period 2016
Rank 213 223 182
Rank change year-on-year +10 -41 +21
Permanent jobs citing Statistics 77 70 83
As % of all permanent IT jobs advertised in Manchester 1.04% 0.91% 1.23%
As % of the Processes & Methodologies category 1.13% 0.98% 1.35%
Number of salaries quoted 73 61 48
Manchester median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -10.11%
10th Percentile £22,500 £22,750 £24,550
90th Percentile £68,750 £55,000 £47,875
North West median annual salary £42,500 £37,500 £40,000
% change year-on-year +13.33% -6.25% -9.09%

Statistics 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 6,843 7,122 6,168
As % of all permanent IT jobs advertised in Manchester 92.36% 92.83% 91.45%
Number of salaries quoted 5,707 6,078 5,128
Manchester median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +10.39%
10th Percentile £27,500 £26,250 £25,000
90th Percentile £67,500 £63,750 £63,750
North West median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

Statistics
Job Vacancy Trend in Manchester

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

Job vacancy trend for Statistics in Manchester

Statistics
Salary Trend in Manchester

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

Salary trend for Statistics in Manchester

Statistics
Salary Histogram in Manchester

The salary distribution of IT jobs citing Statistics in Manchester over the 6 months to 26 April 2018.

Salary histogram for Statistics in Manchester

Statistics
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the Manchester region over the 6 months to 26 April 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 +6 8 £27,500 +27.91%
Stockport -6 4 £17,000 -43.33%
Rochdale - 3 £65,000 -
Oldham +33 2 - - 1
Sale - 2 £25,000 -
Bolton - 1 £32,500 -
Wigan - 1 £32,500 -
Statistics
North West

For the 6 months to 26 April 2018, IT jobs citing Statistics 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 Statistics.

1 47 (61.04%) SQL
2 31 (40.26%) SQL Server
3 30 (38.96%) ITIL
4 27 (35.06%) Microsoft
4 27 (35.06%) T-SQL
5 26 (33.77%) Finance
5 26 (33.77%) SQL Server Reporting Services
6 24 (31.17%) VBA
7 22 (28.57%) Mathematics
8 21 (27.27%) Data Science
9 20 (25.97%) Machine Learning
9 20 (25.97%) Service Management
10 19 (24.68%) Windows
11 18 (23.38%) Python
11 18 (23.38%) .NET
11 18 (23.38%) IIS
12 17 (22.08%) Business Intelligence
12 17 (22.08%) Analytics
13 16 (20.78%) SAP
13 16 (20.78%) Management Information System
13 16 (20.78%) Problem-Solving
14 15 (19.48%) Elite 3E
14 15 (19.48%) Intapp
14 15 (19.48%) Disaster Recovery
14 15 (19.48%) .NET Framework
14 15 (19.48%) Oracle
14 15 (19.48%) CRM
14 15 (19.48%) MCSE
14 15 (19.48%) MCSA
14 15 (19.48%) MCP

Statistics
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 18 (23.38%) IIS
2 10 (12.99%) SAS
3 8 (10.39%) Apache Spark
4 4 (5.19%) WordPress
5 3 (3.90%) SharePoint
5 3 (3.90%) SharePoint Server
6 1 (1.30%) Apache Pig
Applications
1 7 (9.09%) Microsoft Excel
2 4 (5.19%) Microsoft PowerPoint
3 1 (1.30%) Chatbot
3 1 (1.30%) Simulink
Business Applications
1 15 (19.48%) Elite 3E
1 15 (19.48%) Workfront
2 4 (5.19%) Magento
Cloud Services
1 8 (10.39%) Amazon AWS
2 3 (3.90%) Amazon S3
2 3 (3.90%) Microsoft Azure
3 1 (1.30%) Google Cloud Platform
Communications & Networking
1 4 (5.19%) Internet
2 2 (2.60%) Firewall
2 2 (2.60%) LAN
2 2 (2.60%) WAN
2 2 (2.60%) WLAN
Database & Business Intelligence
1 31 (40.26%) SQL Server
2 26 (33.77%) SQL Server Reporting Services
3 13 (16.88%) Data Warehouse
4 12 (15.58%) SQL Server Integration Services
5 11 (14.29%) OLAP
5 11 (14.29%) SQL Server Analysis Services
6 9 (11.69%) Data Mining
6 9 (11.69%) Hadoop
6 9 (11.69%) OLAP Cube
7 7 (9.09%) Big Data
8 5 (6.49%) Relational Database
9 4 (5.19%) SAS Data Integration Studio
9 4 (5.19%) SAS EBI
9 4 (5.19%) SAS Visual Analytics
9 4 (5.19%) Star Schema
10 3 (3.90%) MongoDB
11 2 (2.60%) Apache Cassandra
11 2 (2.60%) NoSQL
12 1 (1.30%) Apache Hive
12 1 (1.30%) HBase
Development Applications
1 15 (19.48%) JIRA
2 4 (5.19%) Git (software)
2 4 (5.19%) Visual Studio
3 3 (3.90%) Team Foundation Server
4 1 (1.30%) SQL Server Management Studio (SSMS)
General
1 26 (33.77%) Finance
2 8 (10.39%) Marketing
2 8 (10.39%) Telecoms
3 4 (5.19%) Banking
4 3 (3.90%) Electronics
5 1 (1.30%) Law
5 1 (1.30%) Legal
5 1 (1.30%) Manufacturing
5 1 (1.30%) Retail
Job Titles
1 30 (38.96%) Developer
2 16 (20.78%) Applications Developer
2 16 (20.78%) Applications Support
2 16 (20.78%) Data Scientist
3 13 (16.88%) Analyst
4 11 (14.29%) Business Intelligence Developer
4 11 (14.29%) SSIS Developer
4 11 (14.29%) SSRS Developer
5 10 (12.99%) Service Analyst
5 10 (12.99%) Service Desk Analyst
6 6 (7.79%) Senior Analyst
6 6 (7.79%) Senior Service Desk Analyst
7 5 (6.49%) Consultant
7 5 (6.49%) SAS Consultant
7 5 (6.49%) Senior Business Intelligence Developer
7 5 (6.49%) Senior Developer
8 4 (5.19%) Architect
8 4 (5.19%) PHP Developer
8 4 (5.19%) Service Manager
8 4 (5.19%) Support Manager
Libraries, Frameworks & Software Standards
1 18 (23.38%) .NET
2 15 (19.48%) .NET Framework
3 4 (5.19%) AngularJS
3 4 (5.19%) CakePHP
3 4 (5.19%) CodeIgniter
3 4 (5.19%) jQuery
3 4 (5.19%) Laravel
3 4 (5.19%) Symfony
4 3 (3.90%) ASP.NET
4 3 (3.90%) CSS
4 3 (3.90%) HTML
4 3 (3.90%) Natural Language Processing
5 2 (2.60%) Web Services
6 1 (1.30%) Kafka
6 1 (1.30%) NumPy
6 1 (1.30%) Pandas
6 1 (1.30%) SciPy
6 1 (1.30%) SQLAlchemy
6 1 (1.30%) TensorFlow
Miscellaneous
1 16 (20.78%) Management Information System
2 9 (11.69%) Algorithms
3 8 (10.39%) Social Media
4 6 (7.79%) Analytical Skills
5 5 (6.49%) Computer Science
6 4 (5.19%) Animation
6 4 (5.19%) Graphic Design
6 4 (5.19%) Greenfield Project
6 4 (5.19%) Mainframe
6 4 (5.19%) Mobile App
6 4 (5.19%) Photography
7 3 (3.90%) Self-Motivation
8 1 (1.30%) Data Centre
Operating Systems
1 19 (24.68%) Windows
2 15 (19.48%) Windows Server
3 6 (7.79%) Linux
4 4 (5.19%) CentOS
4 4 (5.19%) Debian
4 4 (5.19%) Unix
Processes & Methodologies
1 30 (38.96%) ITIL
2 22 (28.57%) Mathematics
3 21 (27.27%) Data Science
4 20 (25.97%) Machine Learning
4 20 (25.97%) Service Management
5 17 (22.08%) Analytics
5 17 (22.08%) Business Intelligence
6 16 (20.78%) Problem-Solving
7 15 (19.48%) Change Control
7 15 (19.48%) Configuration Management
7 15 (19.48%) CRM
7 15 (19.48%) Disaster Recovery
8 13 (16.88%) ETL
9 11 (14.29%) Visualisation
10 10 (12.99%) Agile Software Development
10 10 (12.99%) Change Management
10 10 (12.99%) Data Visualisation
10 10 (12.99%) Knowledge Management
10 10 (12.99%) Problem Management
11 9 (11.69%) Data Extraction
Programming Languages
1 47 (61.04%) SQL
2 27 (35.06%) T-SQL
3 24 (31.17%) VBA
4 18 (23.38%) Python
5 12 (15.58%) R
6 9 (11.69%) PowerShell
7 7 (9.09%) JavaScript
8 5 (6.49%) MATLAB
9 4 (5.19%) PHP
9 4 (5.19%) Scala
10 3 (3.90%) C++
11 2 (2.60%) C
Qualifications
1 15 (19.48%) MCP
1 15 (19.48%) MCSA
1 15 (19.48%) MCSE
1 15 (19.48%) Microsoft Certification
2 12 (15.58%) PhD
3 10 (12.99%) Network+ Certification
4 9 (11.69%) Degree
5 6 (7.79%) CCNA
5 6 (7.79%) Cisco Certification
6 3 (3.90%) Master's Degree
6 3 (3.90%) Numerate Degree
7 1 (1.30%) ITIL Certification
Quality Assurance & Compliance
1 5 (6.49%) SLA
2 1 (1.30%) Data Quality
System Software
1 15 (19.48%) Active Directory
Vendors
1 27 (35.06%) Microsoft
2 16 (20.78%) SAP
3 15 (19.48%) Intapp
3 15 (19.48%) Oracle
3 15 (19.48%) Reuters
4 10 (12.99%) Cisco
4 10 (12.99%) Fortinet
5 6 (7.79%) Huawei
6 4 (5.19%) Facebook
6 4 (5.19%) Twitter
6 4 (5.19%) Zend
7 1 (1.30%) Apple
7 1 (1.30%) Google
7 1 (1.30%) Splunk