Period
to 14 December 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 14 December 2018 with a comparison to the same period in the previous 2 years.

Statistics
North West > Manchester
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 219 229 218
Rank change year-on-year +10 -11 -39
Permanent jobs citing Statistics 67 59 66
As % of all permanent IT jobs advertised in Manchester 0.94% 0.75% 0.89%
As % of the Processes & Methodologies category 1.03% 0.81% 0.95%
Number of salaries quoted 41 55 59
Manchester median annual salary £45,000 £47,500 £41,500
Median salary % change year-on-year -5.26% +14.46% -7.78%
10th Percentile £37,500 £30,000 £25,750
90th Percentile £65,000 £79,500 £63,250
North West median annual salary £45,000 £45,000 £39,000
% change year-on-year - +15.38% -8.24%

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 6,492 7,262 6,939
As % of all permanent IT jobs advertised in Manchester 90.81% 92.58% 93.05%
Number of salaries quoted 5,350 5,978 5,962
Manchester median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £27,000 £26,750 £26,250
90th Percentile £71,250 £66,250 £63,750
North West median annual salary £45,000 £43,000 £40,000
% change year-on-year +4.65% +7.50% -

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 14 December 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 14 December 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
Wigan +22 37 £45,000 +38.46%
Stockport - 3 £45,000 - 2
Statistics
North West

For the 6 months to 14 December 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 34 (50.75%) SQL
2 26 (38.81%) ITIL
2 26 (38.81%) Cisco
3 25 (37.31%) Telecoms
4 24 (35.82%) T-SQL
5 23 (34.33%) Change Management
5 23 (34.33%) Network+ Certification
5 23 (34.33%) Service Management
5 23 (34.33%) Knowledge Management
5 23 (34.33%) Huawei
5 23 (34.33%) Incident Management
5 23 (34.33%) Fortinet
5 23 (34.33%) Problem Management
6 22 (32.84%) SQL Server
7 21 (31.34%) VMware
7 21 (31.34%) Mathematics
8 19 (28.36%) Firewall
9 18 (26.87%) SAN
9 18 (26.87%) VMware Infrastructure
9 18 (26.87%) Virtual Servers
10 17 (25.37%) SQL Server Integration Services
10 17 (25.37%) SQL Server Reporting Services
11 16 (23.88%) Analytics
12 14 (20.90%) Performance Tuning
12 14 (20.90%) Python
12 14 (20.90%) Degree
13 13 (19.40%) Machine Learning
13 13 (19.40%) Data Science
14 12 (17.91%) R
15 9 (13.43%) Visualisation

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 (10.45%) Apache Spark
2 4 (5.97%) Apache Pig
3 2 (2.99%) SAS
4 1 (1.49%) Jupyter
Applications
1 8 (11.94%) Microsoft Excel
2 2 (2.99%) SPSS
3 1 (1.49%) Microsoft PowerPoint
3 1 (1.49%) S-PLUS
3 1 (1.49%) Stata
3 1 (1.49%) Weka
Business Applications
1 3 (4.48%) SAP S/4HANA
Cloud Services
1 4 (5.97%) Amazon AWS
2 2 (2.99%) Google Analytics
2 2 (2.99%) Google Cloud Platform
2 2 (2.99%) Google Tag Manager
3 1 (1.49%) Amazon EC2
3 1 (1.49%) Amazon EMR
3 1 (1.49%) Amazon S3
3 1 (1.49%) Amazon SageMaker
3 1 (1.49%) AWS Lambda
3 1 (1.49%) Cloud Computing
3 1 (1.49%) Microsoft Azure
3 1 (1.49%) Serverless
Communications & Networking
1 19 (28.36%) Firewall
2 18 (26.87%) SAN
3 5 (7.46%) ADSL
4 3 (4.48%) DHCP
4 3 (4.48%) DNS
4 3 (4.48%) Internet
4 3 (4.48%) TCP/IP
5 2 (2.99%) VoIP
Database & Business Intelligence
1 22 (32.84%) SQL Server
2 17 (25.37%) SQL Server Integration Services
2 17 (25.37%) SQL Server Reporting Services
3 9 (13.43%) Data Mining
4 7 (10.45%) Hadoop
4 7 (10.45%) Power BI
5 5 (7.46%) Apache Hive
5 5 (7.46%) Big Data
6 4 (5.97%) NoSQL
6 4 (5.97%) Relational Database
7 3 (4.48%) Apache Cassandra
7 3 (4.48%) HBase
7 3 (4.48%) OLAP
7 3 (4.48%) RDBMS
7 3 (4.48%) SQL Server Analysis Services
8 2 (2.99%) Amazon Redshift
8 2 (2.99%) BigQuery
9 1 (1.49%) Looker
9 1 (1.49%) SQL Server 2014
9 1 (1.49%) SQL Server 2016
Development Applications
1 2 (2.99%) SQL Server Management Studio (SSMS)
2 1 (1.49%) CA Release Automation
General
1 25 (37.31%) Telecoms
2 6 (8.96%) Marketing
3 5 (7.46%) Finance
4 1 (1.49%) Banking
4 1 (1.49%) Billing
Job Titles
1 29 (43.28%) Analyst
2 23 (34.33%) Service Analyst
2 23 (34.33%) Service Desk Analyst
3 18 (26.87%) Server Analyst
4 17 (25.37%) Developer
4 17 (25.37%) SQL Developer
5 14 (20.90%) SQL Server Developer
6 12 (17.91%) Data Scientist
7 6 (8.96%) SSIS Developer
7 6 (8.96%) T-SQL Developer
8 5 (7.46%) 1st Line Service Desk Analyst
8 5 (7.46%) 1st Line Support
8 5 (7.46%) 1st Line Support Analyst
8 5 (7.46%) Service Desk Support
8 5 (7.46%) Service Desk Support Analyst
8 5 (7.46%) Support Analyst
9 4 (5.97%) Analytics Manager
9 4 (5.97%) Senior Data Scientist
10 3 (4.48%) Data Analyst
10 3 (4.48%) SSRS Developer
Libraries, Frameworks & Software Standards
1 5 (7.46%) Natural Language Processing
2 3 (4.48%) CSS
2 3 (4.48%) HTML
2 3 (4.48%) jQuery
2 3 (4.48%) Kafka
2 3 (4.48%) NumPy
2 3 (4.48%) TensorFlow
3 2 (2.99%) Pandas
3 2 (2.99%) SciPy
3 2 (2.99%) Web Services
4 1 (1.49%) D3.js
4 1 (1.49%) Keras
4 1 (1.49%) MXNet
4 1 (1.49%) Node.js
4 1 (1.49%) SAP Basis
4 1 (1.49%) Theano
Miscellaneous
1 8 (11.94%) Analytical Skills
2 7 (10.45%) Algorithms
3 2 (2.99%) Data Structures
3 2 (2.99%) Self-Motivation
4 1 (1.49%) Credit Risk
4 1 (1.49%) Distributed Denial-of-Service
4 1 (1.49%) Fintech
4 1 (1.49%) Greenfield Project
4 1 (1.49%) Management Information System
4 1 (1.49%) Marketing Technology
4 1 (1.49%) User Experience
Operating Systems
1 3 (4.48%) Windows
1 3 (4.48%) Windows Server
2 1 (1.49%) Linux
Processes & Methodologies
1 26 (38.81%) ITIL
2 23 (34.33%) Change Management
2 23 (34.33%) Incident Management
2 23 (34.33%) Knowledge Management
2 23 (34.33%) Problem Management
2 23 (34.33%) Service Management
3 21 (31.34%) Mathematics
4 16 (23.88%) Analytics
5 14 (20.90%) Performance Tuning
6 13 (19.40%) Data Science
6 13 (19.40%) Machine Learning
7 9 (13.43%) Business Intelligence
7 9 (13.43%) Visualisation
8 8 (11.94%) Data Analytics
9 7 (10.45%) Problem-Solving
9 7 (10.45%) Storage Management
10 6 (8.96%) Data Visualisation
10 6 (8.96%) Predictive Modelling
11 5 (7.46%) Actionable Insight
11 5 (7.46%) Mathematical Modelling
Programming Languages
1 34 (50.75%) SQL
2 24 (35.82%) T-SQL
3 14 (20.90%) Python
4 12 (17.91%) R
5 4 (5.97%) C
5 4 (5.97%) C++
5 4 (5.97%) Java
5 4 (5.97%) JavaScript
5 4 (5.97%) MATLAB
6 2 (2.99%) Scala
7 1 (1.49%) VBA
Qualifications
1 23 (34.33%) Network+ Certification
2 14 (20.90%) Degree
3 7 (10.45%) PhD
4 5 (7.46%) CCNA
4 5 (7.46%) Cisco Certification
5 4 (5.97%) Master's Degree
6 3 (4.48%) PRINCE2 Certification
7 2 (2.99%) Numerate Degree
8 1 (1.49%) CISA
8 1 (1.49%) CISM
8 1 (1.49%) CISSP
8 1 (1.49%) CRISC
8 1 (1.49%) ISEB
8 1 (1.49%) ISTQB
Quality Assurance & Compliance
1 1 (1.49%) ISO/IEC 27001
1 1 (1.49%) SLA
System Software
1 18 (26.87%) Virtual Servers
1 18 (26.87%) VMware Infrastructure
2 1 (1.49%) HDFS
Systems Management
1 1 (1.49%) Oozie
Vendors
1 26 (38.81%) Cisco
2 23 (34.33%) Fortinet
2 23 (34.33%) Huawei
3 21 (31.34%) VMware
4 9 (13.43%) Microsoft
5 4 (5.97%) Google
6 3 (4.48%) Nimble Storage
6 3 (4.48%) SAP
6 3 (4.48%) Splunk
6 3 (4.48%) Tableau
6 3 (4.48%) Veeam