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 3 months to 27 June 2017 with a comparison to the same period in the previous 2 years.

Statistics
North West / Manchester
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 169 155 146
Rank change year-on-year -14 -9  
Permanent jobs citing Statistics 46 26 38
As % of all permanent IT jobs advertised in Manchester 1.09% 0.74% 1.15%
As % of the Processes & Methodologies category 1.20% 0.82% 1.27%
Number of salaries quoted 35 22 36
Median salary £41,500 £40,000 £45,000
Median salary % change year-on-year +3.75% -11.11%  
90% offered a salary of more than £28,500 £27,750 £28,000
10% offered a salary of more than £60,000 £45,000 £50,000
UK excluding London median salary £42,000 £37,500 £40,000
% change year-on-year +12.00% -6.25%  

Statistics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for process and methodology skills.

Process & Methodology Skills
Manchester
Permanent job vacancies with a requirement for process and methodology skills 3837 3161 2988
As % of all permanent IT job vacancies advertised in Manchester 91.12% 90.21% 90.33%
Number of salaries quoted 3284 2707 2488
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £65,000 £61,500 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Statistics
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester citing Statistics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 27 June 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 3 months to 27 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Stockport -14 4 £30,000 -
Oldham - 2 £27,500 -
Altrincham - 1 £21,500 - 1
Statistics
North West

For the 6 months to 27 June 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 32 (41.56%) SQL
2 28 (36.36%) Mathematics
2 28 (36.36%) Analytical Skills
3 26 (33.77%) Python
4 24 (31.17%) Analytics
5 23 (29.87%) Machine Learning
6 21 (27.27%) Statistical Analysis
6 21 (27.27%) SQL Server
7 20 (25.97%) PhD
7 20 (25.97%) Microsoft
8 18 (23.38%) Active Directory
8 18 (23.38%) ITIL
8 18 (23.38%) R
9 17 (22.08%) Big Data
10 16 (20.78%) Data Analytics
10 16 (20.78%) C++
10 16 (20.78%) MATLAB
11 15 (19.48%) Java
11 15 (19.48%) Data Analysis
11 15 (19.48%) Hadoop
12 14 (18.18%) Degree
12 14 (18.18%) Algorithms
12 14 (18.18%) Agile Software Development
13 13 (16.88%) Configuration Management
13 13 (16.88%) Windows
13 13 (16.88%) Juniper
13 13 (16.88%) Cisco
13 13 (16.88%) Cisco Certification
13 13 (16.88%) Microsoft Certification
13 13 (16.88%) CCIE

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 7 (9.09%) SAS
2 6 (7.79%) Apache Spark
3 3 (3.90%) Apache Pig
4 2 (2.60%) CMS
5 1 (1.30%) Apache
5 1 (1.30%) SharePoint
5 1 (1.30%) Tomcat
Applications
1 10 (12.99%) Microsoft Excel
2 5 (6.49%) SPSS
3 4 (5.19%) Microsoft Office
4 3 (3.90%) MS Visio
4 3 (3.90%) S-PLUS
4 3 (3.90%) Stata
5 2 (2.60%) Spreadsheet
6 1 (1.30%) Weka
Business Applications
1 1 (1.30%) Dynamics CRM
1 1 (1.30%) SAP Oil and Gas
Cloud Services
1 2 (2.60%) Microsoft Azure
1 2 (2.60%) Office 365
1 2 (2.60%) OneDrive
2 1 (1.30%) Google Analytics
2 1 (1.30%) Google Cloud Platform
2 1 (1.30%) SaaS
Communications & Networking
1 13 (16.88%) NetScaler
1 13 (16.88%) Unified Communications
1 13 (16.88%) WAN
2 11 (14.29%) TCP/IP
3 6 (7.79%) Network Security
4 2 (2.60%) LAN
5 1 (1.30%) Firewall
5 1 (1.30%) Intrusion Detection
Database & Business Intelligence
1 21 (27.27%) SQL Server
2 17 (22.08%) Big Data
3 15 (19.48%) Hadoop
4 13 (16.88%) Apache Hive
5 11 (14.29%) Relational Database
6 9 (11.69%) SQL Server Integration Services
7 8 (10.39%) Data Mining
8 7 (9.09%) Data Warehouse
8 7 (9.09%) NoSQL
9 5 (6.49%) DTS
9 5 (6.49%) SQL Server 2012
9 5 (6.49%) SQL Server Reporting Services
10 3 (3.90%) Apache Cassandra
10 3 (3.90%) HBase
10 3 (3.90%) MySQL
10 3 (3.90%) RDBMS
11 2 (2.60%) Azure SQL Database
11 2 (2.60%) MongoDB
11 2 (2.60%) SQL Server 2005
11 2 (2.60%) SQL Server Analysis Services
Development Applications
1 1 (1.30%) JIRA
General
1 11 (14.29%) Finance
2 8 (10.39%) Marketing
2 8 (10.39%) Telecoms
3 3 (3.90%) Games
4 1 (1.30%) Advertising
4 1 (1.30%) Automotive
4 1 (1.30%) Banking
4 1 (1.30%) Electronics
4 1 (1.30%) Law
4 1 (1.30%) Legal
4 1 (1.30%) Manufacturing
4 1 (1.30%) Retail
Job Titles
1 21 (27.27%) Data Scientist
2 18 (23.38%) Analyst
3 13 (16.88%) Network Engineer
4 11 (14.29%) Infrastructure Engineer
4 11 (14.29%) Network Communications Engineer
4 11 (14.29%) Network Infrastructure Engineer
5 9 (11.69%) Data Analyst
6 8 (10.39%) Juniper Engineer
7 7 (9.09%) DBA
7 7 (9.09%) Senior Data Scientist
7 7 (9.09%) SQL DBA
8 6 (7.79%) Cisco Engineer
8 6 (7.79%) Cisco Network Engineer
8 6 (7.79%) Developer
8 6 (7.79%) Lead Network Engineer
9 5 (6.49%) Business Intelligence Developer
9 5 (6.49%) Senior Infrastructure Engineer
9 5 (6.49%) Senior Network Engineer
9 5 (6.49%) SQL Analyst
9 5 (6.49%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 5 (6.49%) Natural Language Processing
2 3 (3.90%) HTML
3 2 (2.60%) CSS
4 1 (1.30%) .NET
4 1 (1.30%) D3.js
4 1 (1.30%) Hibernate
4 1 (1.30%) JAXB
4 1 (1.30%) JSON
4 1 (1.30%) JSP
4 1 (1.30%) Kafka
4 1 (1.30%) NumPy
4 1 (1.30%) PySpark
4 1 (1.30%) Spring
4 1 (1.30%) Spring MVC
4 1 (1.30%) XML
Miscellaneous
1 28 (36.36%) Analytical Skills
2 14 (18.18%) Algorithms
3 11 (14.29%) Video Conferencing
4 7 (9.09%) Computer Science
5 6 (7.79%) Management Information System
6 4 (5.19%) iPad
6 4 (5.19%) Pricing Data
7 2 (2.60%) Replication
8 1 (1.30%) Data Centre
8 1 (1.30%) Greenfield Project
Operating Systems
1 13 (16.88%) Windows
1 13 (16.88%) Windows Server
2 5 (6.49%) AIX
3 2 (2.60%) Unix
4 1 (1.30%) Linux
Processes & Methodologies
1 28 (36.36%) Mathematics
2 24 (31.17%) Analytics
3 23 (29.87%) Machine Learning
4 21 (27.27%) Statistical Analysis
5 18 (23.38%) ITIL
6 16 (20.78%) Data Analytics
7 15 (19.48%) Data Analysis
8 14 (18.18%) Agile Software Development
9 13 (16.88%) Artificial Intelligence
9 13 (16.88%) Change Control
9 13 (16.88%) Configuration Management
9 13 (16.88%) Load Balancing
10 11 (14.29%) Statistical Modelling
11 10 (12.99%) Mathematical Modelling
12 9 (11.69%) Disaster Recovery
12 9 (11.69%) Service Management
12 9 (11.69%) Visualisation
13 8 (10.39%) Economics
14 7 (9.09%) Data Visualisation
14 7 (9.09%) Network Management
Programming Languages
1 32 (41.56%) SQL
2 26 (33.77%) Python
3 18 (23.38%) R
4 16 (20.78%) C++
4 16 (20.78%) MATLAB
5 15 (19.48%) Java
6 11 (14.29%) T-SQL
7 5 (6.49%) JavaScript
8 4 (5.19%) C
8 4 (5.19%) PowerShell
9 3 (3.90%) VBA
10 2 (2.60%) C#
10 2 (2.60%) Scala
11 1 (1.30%) VB
Qualifications
1 20 (25.97%) PhD
2 14 (18.18%) Degree
3 13 (16.88%) CCIE
3 13 (16.88%) CCNP
3 13 (16.88%) Cisco Certification
3 13 (16.88%) Microsoft Certification
4 11 (14.29%) MCP
4 11 (14.29%) MCSA
4 11 (14.29%) MCSE
5 7 (9.09%) Numerate Degree
6 3 (3.90%) ISEB
7 1 (1.30%) APMP
7 1 (1.30%) Master's Degree
7 1 (1.30%) PMI Certification
7 1 (1.30%) PMP
7 1 (1.30%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 12 (15.58%) SLA
2 1 (1.30%) Actionable Recommendations
2 1 (1.30%) Data Quality
2 1 (1.30%) ISO/IEC 27001
2 1 (1.30%) PCI DSS
2 1 (1.30%) QA
System Software
1 18 (23.38%) Active Directory
2 1 (1.30%) Hyper-V
2 1 (1.30%) VMware Infrastructure
Systems Management
1 6 (7.79%) Cisco CUCM
Vendors
1 20 (25.97%) Microsoft
2 13 (16.88%) Cisco
2 13 (16.88%) F5
2 13 (16.88%) Juniper
2 13 (16.88%) Riverbed
3 7 (9.09%) Oracle
4 4 (5.19%) Google
5 3 (3.90%) Askia
5 3 (3.90%) Nebu
5 3 (3.90%) Splunk
6 2 (2.60%) iManage
6 2 (2.60%) Interwoven
6 2 (2.60%) Tableau
7 1 (1.30%) Confirmit
7 1 (1.30%) Reuters
7 1 (1.30%) SAP
7 1 (1.30%) VMware
Altrincham, Cheshire
Rullion
Posted: 11 hours ago
Manchester
Computer Futures
Salary: £45000 - £55000 per annum + competitive
Posted: 8 days ago
Manchester, Lancashire
Rullion
Salary: £35000 - £45000 per annum
Posted: 6 days ago
Manchester
Computer Futures
Salary: £70000 per annum + competitive
Posted: 22 days ago
Manchester
Cathcart Associates
Salary: £27000 - £42000 per annum
Posted: 21 days ago