Period
to 15 December 2017

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in St Albans. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 15 December 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
Hertfordshire > St Albans
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 29 22 63
Rank change year-on-year -7 +41 -38
Permanent jobs citing Analytical Skills 36 49 14
As % of all permanent IT jobs advertised in St Albans 10.34% 12.07% 4.81%
As % of the Miscellaneous category 22.93% 23.90% 13.59%
Number of salaries quoted 33 35 14
St Albans median annual salary £60,000 £55,000 £25,750
Median salary % change year-on-year +9.09% +113.59% -48.50%
10th Percentile £32,500 £35,000 £20,150
90th Percentile £71,250 £65,000 £59,375
Hertfordshire median annual salary £50,000 £47,000 £42,500
% change year-on-year +6.38% +10.59% -5.56%

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in St Albans with a requirement for generic IT skills.

All Generic IT Skills
St Albans
Permanent vacancies with a requirement for generic IT skills 157 205 103
As % of all permanent IT jobs advertised in St Albans 45.11% 50.49% 35.40%
Number of salaries quoted 144 188 100
St Albans median annual salary £60,000 £52,500 £52,500
Median salary % change year-on-year +14.29% - +16.67%
10th Percentile £28,500 £32,500 £22,500
90th Percentile £72,500 £72,500 £72,500
Hertfordshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Analytical Skills
Job Vacancy Trend in St Albans

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in St Albans.

Job vacancy trend for Analytical Skills in St Albans

Analytical Skills
Salary Trend in St Albans

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in St Albans.

Salary trend for Analytical Skills in St Albans

Analytical Skills
Salary Histogram in St Albans

The salary distribution of IT jobs citing Analytical Skills in St Albans over the 6 months to 15 December 2017.

Salary histogram for Analytical Skills in St Albans

For the 6 months to 15 December 2017, IT jobs citing Analytical Skills 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 St Albans region with a requirement for Analytical Skills.

1 25 (69.44%) .NET
1 25 (69.44%) C#
2 24 (66.67%) DevOps
3 22 (61.11%) TypeScript
3 22 (61.11%) RabbitMQ
3 22 (61.11%) Redis
3 22 (61.11%) AngularJS
4 20 (55.56%) HTML
4 20 (55.56%) CSS
4 20 (55.56%) JavaScript
4 20 (55.56%) Consul
5 18 (50.00%) Mathematics
6 14 (38.89%) Web Development
6 14 (38.89%) Elasticsearch
7 12 (33.33%) Graphite
8 11 (30.56%) Agile Software Development
8 11 (30.56%) Windows
9 10 (27.78%) SQL
9 10 (27.78%) Oracle
9 10 (27.78%) Kafka
9 10 (27.78%) PhoneGap
10 9 (25.00%) Oracle Database
10 9 (25.00%) Finance
11 8 (22.22%) Apache Cordova
11 8 (22.22%) Degree
11 8 (22.22%) Windows Server
12 7 (19.44%) Multithreading
12 7 (19.44%) Python
13 5 (13.89%) Java
13 5 (13.89%) Linux

Analytical Skills
Co-occurring IT Skills in St Albans 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 14 (38.89%) Elasticsearch
2 3 (8.33%) SAS
3 2 (5.56%) CMS
3 2 (5.56%) Umbraco
4 1 (2.78%) SharePoint
Applications
1 3 (8.33%) SPSS
Business Applications
1 1 (2.78%) Dynamics NAV
Cloud Services
1 4 (11.11%) Amazon AWS
1 4 (11.11%) Google Cloud Platform
1 4 (11.11%) Microsoft Azure
Communications & Networking
1 4 (11.11%) DHCP
1 4 (11.11%) DNS
1 4 (11.11%) Fibre Channel
1 4 (11.11%) Firewall
1 4 (11.11%) TCP/IP
Database & Business Intelligence
1 22 (61.11%) Redis
2 9 (25.00%) Oracle Database
3 3 (8.33%) Big Data
3 3 (8.33%) BusinessObjects
3 3 (8.33%) GIS
3 3 (8.33%) Hadoop
3 3 (8.33%) QlikView
3 3 (8.33%) SQL Server
3 3 (8.33%) SQL Server Integration Services
3 3 (8.33%) SQL Server Reporting Services
Development Applications
1 1 (2.78%) TeamCity
General
1 9 (25.00%) Finance
2 1 (2.78%) Retail
Job Titles
1 22 (61.11%) Developer
2 12 (33.33%) .NET Developer
3 10 (27.78%) C# Developer
4 8 (22.22%) Senior Developer
5 7 (19.44%) Graduate
5 7 (19.44%) Graduate Developer
5 7 (19.44%) Junior
5 7 (19.44%) Junior Developer
6 5 (13.89%) DBA
6 5 (13.89%) Junior .NET Developer
6 5 (13.89%) Oracle DBA
7 4 (11.11%) Graduate .NET Developer
7 4 (11.11%) Infrastructure Engineer
7 4 (11.11%) Network Infrastructure Engineer
7 4 (11.11%) Senior .NET Developer
7 4 (11.11%) Senior C# Developer
7 4 (11.11%) Server Engineer
7 4 (11.11%) Windows Engineer
7 4 (11.11%) Windows Infrastructure Engineer
7 4 (11.11%) Windows Server Engineer
Libraries, Frameworks & Software Standards
1 25 (69.44%) .NET
2 22 (61.11%) AngularJS
2 22 (61.11%) RabbitMQ
3 20 (55.56%) CSS
3 20 (55.56%) HTML
4 10 (27.78%) Kafka
4 10 (27.78%) PhoneGap
5 8 (22.22%) Apache Cordova
6 3 (8.33%) .NET Core
7 2 (5.56%) ASP.NET
7 2 (5.56%) ASP.NET MVC
7 2 (5.56%) SignalR
Miscellaneous
1 5 (13.89%) Analytical Mindset
2 1 (2.78%) Spread Betting
Operating Systems
1 11 (30.56%) Windows
2 8 (22.22%) Windows Server
3 5 (13.89%) Linux
4 4 (11.11%) CentOS
Processes & Methodologies
1 24 (66.67%) DevOps
2 18 (50.00%) Mathematics
3 14 (38.89%) Web Development
4 11 (30.56%) Agile Software Development
5 7 (19.44%) Multithreading
6 5 (13.89%) High Availability
6 5 (13.89%) MVC
7 4 (11.11%) Business Continuity
7 4 (11.11%) Multithreaded Programming
7 4 (11.11%) Patch Management
7 4 (11.11%) Security Patching
8 3 (8.33%) Anti-Money Laundering
8 3 (8.33%) Business Intelligence
8 3 (8.33%) Data Analytics
8 3 (8.33%) Data Visualisation
8 3 (8.33%) ETL
8 3 (8.33%) Programme Management
8 3 (8.33%) Project Management
8 3 (8.33%) Stakeholder Management
8 3 (8.33%) Web Application Development
Programming Languages
1 25 (69.44%) C#
2 22 (61.11%) TypeScript
3 20 (55.56%) JavaScript
4 10 (27.78%) SQL
5 7 (19.44%) Python
6 5 (13.89%) Java
6 5 (13.89%) PowerShell
7 4 (11.11%) Shell Script
8 3 (8.33%) T-SQL
8 3 (8.33%) VB.NET
9 1 (2.78%) C
Qualifications
1 8 (22.22%) Degree
2 1 (2.78%) ISEB
System Software
1 4 (11.11%) Active Directory
1 4 (11.11%) Docker
1 4 (11.11%) Hyper-V
1 4 (11.11%) VMware Infrastructure
Systems Management
1 20 (55.56%) Consul
2 12 (33.33%) Graphite
3 4 (11.11%) Docker Swarm
3 4 (11.11%) Kubernetes
Vendors
1 10 (27.78%) Oracle
2 4 (11.11%) 3PAR
2 4 (11.11%) Google
2 4 (11.11%) Red Hat
2 4 (11.11%) VMware
3 3 (8.33%) SAP
3 3 (8.33%) Tableau
4 2 (5.56%) Microsoft
5 1 (2.78%) Sitecore