Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period in the previous 2 years.

Statistics
North West > Manchester
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 252 219 176
Rank change year-on-year -33 -43 +58
Permanent jobs citing Statistics 53 65 98
As % of all permanent IT jobs advertised in Manchester 0.67% 0.88% 1.32%
As % of the Processes & Methodologies category 0.74% 0.96% 1.45%
Number of salaries quoted 44 56 78
Manchester median annual salary £47,500 £40,000 £45,000
Median salary % change year-on-year +18.75% -11.11% -4.26%
10th Percentile £30,000 £25,000 £30,650
90th Percentile £66,750 £62,500 £51,250
North West median annual salary £45,000 £40,000 £44,000
% change year-on-year +12.50% -9.09% +10.00%

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 7172 6742 6762
As % of all permanent IT jobs advertised in Manchester 91.06% 91.11% 90.98%
Number of salaries quoted 5931 5779 5606
Manchester median annual salary £44,500 £42,500 £40,000
Median salary % change year-on-year +4.71% +6.25% +3.90%
10th Percentile £26,250 £26,750 £25,000
90th Percentile £66,000 £63,750 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

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 19 November 2017.

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 19 November 2017. 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 £30,000 -
Statistics
North West

For the 6 months to 19 November 2017, IT jobs citing Statistics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Manchester region with a requirement for Statistics.

1 28 (52.83%) Mathematics
2 21 (39.62%) SQL
3 20 (37.74%) Python
4 18 (33.96%) Analytics
4 18 (33.96%) Machine Learning
4 18 (33.96%) Degree
5 15 (28.30%) R
6 14 (26.42%) PhD
7 13 (24.53%) SQL Server
8 12 (22.64%) WAN
8 12 (22.64%) Microsoft
8 12 (22.64%) Active Directory
9 10 (18.87%) CCIE
9 10 (18.87%) CCNP
9 10 (18.87%) Cisco Certification
9 10 (18.87%) Juniper
9 10 (18.87%) Cisco
9 10 (18.87%) SAS
9 10 (18.87%) ITIL
9 10 (18.87%) Windows
9 10 (18.87%) Load Balancing
9 10 (18.87%) Agile Software Development
9 10 (18.87%) Unified Communications
9 10 (18.87%) F5
9 10 (18.87%) NetScaler
9 10 (18.87%) Computer Science
9 10 (18.87%) Riverbed
9 10 (18.87%) Windows Server
10 9 (16.98%) Data Mining
10 9 (16.98%) Microsoft Excel

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 10 (18.87%) SAS
2 7 (13.21%) Apache Spark
3 3 (5.66%) Apache Pig
4 2 (3.77%) WordPress
5 1 (1.89%) Apache
5 1 (1.89%) CMS
Applications
1 9 (16.98%) Microsoft Excel
2 8 (15.09%) Microsoft Office
3 6 (11.32%) S-PLUS
3 6 (11.32%) Stata
4 4 (7.55%) Microsoft PowerPoint
5 3 (5.66%) SPSS
6 2 (3.77%) MS Visio
7 1 (1.89%) Weka
Business Applications
1 2 (3.77%) Magento
2 1 (1.89%) Dynamics CRM
Cloud Services
1 2 (3.77%) Microsoft Azure
2 1 (1.89%) Amazon AWS
2 1 (1.89%) Amazon S3
2 1 (1.89%) Google Cloud Platform
2 1 (1.89%) Office 365
2 1 (1.89%) OneDrive
2 1 (1.89%) OpenShift
Communications & Networking
1 12 (22.64%) WAN
2 10 (18.87%) NetScaler
2 10 (18.87%) Unified Communications
3 7 (13.21%) LAN
4 5 (9.43%) TCP/IP
5 2 (3.77%) Internet
Database & Business Intelligence
1 13 (24.53%) SQL Server
2 9 (16.98%) Data Mining
3 8 (15.09%) Big Data
4 7 (13.21%) Hadoop
4 7 (13.21%) Relational Database
5 6 (11.32%) NoSQL
6 4 (7.55%) QlikView
7 3 (5.66%) Apache Cassandra
7 3 (5.66%) Apache Hive
7 3 (5.66%) HBase
7 3 (5.66%) RDBMS
7 3 (5.66%) Yellowfin
8 2 (3.77%) OLAP
8 2 (3.77%) Power BI
8 2 (3.77%) SQL Server 2014
8 2 (3.77%) SQL Server 2016
8 2 (3.77%) SQL Server Analysis Services
8 2 (3.77%) SQL Server Integration Services
8 2 (3.77%) SQL Server Reporting Services
9 1 (1.89%) BigQuery
Development Applications
1 4 (7.55%) SQL Server Management Studio (SSMS)
2 2 (3.77%) Facilita Forecast
2 2 (3.77%) Git (software)
2 2 (3.77%) JMeter
2 2 (3.77%) LoadRunner
2 2 (3.77%) Visual Studio Team System
General
1 6 (11.32%) Finance
1 6 (11.32%) Marketing
2 5 (9.43%) Telecoms
3 1 (1.89%) Aerospace
3 1 (1.89%) Automotive
3 1 (1.89%) Banking
3 1 (1.89%) Legal
3 1 (1.89%) Manufacturing
Job Titles
1 19 (35.85%) Data Scientist
2 10 (18.87%) Network Engineer
3 8 (15.09%) Cisco Engineer
3 8 (15.09%) Cisco Network Engineer
4 7 (13.21%) Analyst
4 7 (13.21%) Juniper Engineer
5 5 (9.43%) Infrastructure Engineer
5 5 (9.43%) LAN Engineer
5 5 (9.43%) LAN/WAN Engineer
5 5 (9.43%) Lead Network Engineer
5 5 (9.43%) Network Communications Engineer
5 5 (9.43%) Network Infrastructure Engineer
5 5 (9.43%) WAN Engineer
6 4 (7.55%) Business Analyst
6 4 (7.55%) Developer
6 4 (7.55%) Research Scientist
7 3 (5.66%) Senior Data Scientist
8 2 (3.77%) SSAS Developer
8 2 (3.77%) SSIS Developer
8 2 (3.77%) SSRS Developer
Libraries, Frameworks & Software Standards
1 4 (7.55%) .NET
1 4 (7.55%) Natural Language Processing
2 3 (5.66%) AngularJS
3 2 (3.77%) CakePHP
3 2 (3.77%) CodeIgniter
3 2 (3.77%) jQuery
3 2 (3.77%) Laravel
3 2 (3.77%) Symfony
4 1 (1.89%) .NET Core
4 1 (1.89%) CSS
4 1 (1.89%) D3.js
4 1 (1.89%) HTML
4 1 (1.89%) Kafka
4 1 (1.89%) NumPy
4 1 (1.89%) PySpark
Miscellaneous
1 10 (18.87%) Computer Science
2 7 (13.21%) Analytical Skills
3 5 (9.43%) Algorithms
3 5 (9.43%) Video Conferencing
4 3 (5.66%) Social Media
5 2 (3.77%) Animation
5 2 (3.77%) Graphic Design
5 2 (3.77%) iPad
5 2 (3.77%) Mobile App
5 2 (3.77%) N-Tier
5 2 (3.77%) Photography
6 1 (1.89%) Credit Risk
6 1 (1.89%) Data Structures
6 1 (1.89%) Linux Command Line
6 1 (1.89%) Management Information System
Operating Systems
1 10 (18.87%) Windows
1 10 (18.87%) Windows Server
2 4 (7.55%) Linux
3 2 (3.77%) CentOS
3 2 (3.77%) Debian
Processes & Methodologies
1 28 (52.83%) Mathematics
2 18 (33.96%) Analytics
2 18 (33.96%) Machine Learning
3 10 (18.87%) Agile Software Development
3 10 (18.87%) ITIL
3 10 (18.87%) Load Balancing
4 8 (15.09%) Data Analytics
4 8 (15.09%) Statistical Analysis
5 7 (13.21%) Business Intelligence
5 7 (13.21%) Econometrics
5 7 (13.21%) Economics
6 6 (11.32%) Bayesian Methods
6 6 (11.32%) Change Control
6 6 (11.32%) Configuration Management
6 6 (11.32%) Data Analysis
6 6 (11.32%) Visualisation
7 5 (9.43%) Applied Mathematics
7 5 (9.43%) Network Management
7 5 (9.43%) Neural Network
7 5 (9.43%) WAN Optimisation
Programming Languages
1 21 (39.62%) SQL
2 20 (37.74%) Python
3 15 (28.30%) R
4 9 (16.98%) MATLAB
5 7 (13.21%) C++
6 6 (11.32%) C#
7 5 (9.43%) Java
7 5 (9.43%) T-SQL
8 3 (5.66%) JavaScript
9 2 (3.77%) C
9 2 (3.77%) PHP
9 2 (3.77%) Scala
10 1 (1.89%) PowerShell
10 1 (1.89%) Ruby
Qualifications
1 18 (33.96%) Degree
2 14 (26.42%) PhD
3 10 (18.87%) CCIE
3 10 (18.87%) CCNP
3 10 (18.87%) Cisco Certification
4 7 (13.21%) Master's Degree
5 5 (9.43%) MCP
5 5 (9.43%) MCSA
5 5 (9.43%) MCSE
5 5 (9.43%) Microsoft Certification
5 5 (9.43%) Numerate Degree
6 2 (3.77%) ISEB
7 1 (1.89%) Security Cleared
Quality Assurance & Compliance
1 6 (11.32%) SLA
2 1 (1.89%) Actionable Recommendations
System Software
1 12 (22.64%) Active Directory
2 1 (1.89%) Docker
2 1 (1.89%) VMware Infrastructure
Systems Management
1 5 (9.43%) Cisco CUCM
2 1 (1.89%) Kubernetes
Vendors
1 12 (22.64%) Microsoft
2 10 (18.87%) Cisco
2 10 (18.87%) F5
2 10 (18.87%) Juniper
2 10 (18.87%) Riverbed
3 5 (9.43%) Tableau
4 3 (5.66%) Splunk
5 2 (3.77%) MicroStrategy
5 2 (3.77%) VMware
5 2 (3.77%) Zend
6 1 (1.89%) Google
6 1 (1.89%) iManage
6 1 (1.89%) Interwoven
6 1 (1.89%) Reuters