Period
to 19 July 2018

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 19 July 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Hertfordshire > St Albans
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 36 34 42
Rank change year-on-year -2 +8 +32
Permanent jobs citing Analytical Skills 36 34 17
As % of all permanent IT jobs advertised in St Albans 8.93% 10.73% 7.66%
As % of the Miscellaneous category 17.14% 28.10% 13.93%
Number of salaries quoted 35 25 15
St Albans median annual salary £55,000 £47,500 £50,000
Median salary % change year-on-year +15.79% -5.00% -
10th Percentile £31,800 £36,650 £24,250
90th Percentile £71,250 £57,500 £64,000
Hertfordshire median annual salary £54,000 £42,500 £45,000
% change year-on-year +27.06% -5.56% +5.88%

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 210 121 122
As % of all permanent IT jobs advertised in St Albans 52.11% 38.17% 54.95%
Number of salaries quoted 193 105 113
St Albans median annual salary £57,500 £52,500 £47,500
Median salary % change year-on-year +9.52% +10.53% +5.56%
10th Percentile £33,750 £22,500 £25,850
90th Percentile £76,250 £72,500 £72,500
Hertfordshire median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - -

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 19 July 2018.

Salary histogram for Analytical Skills in St Albans

For the 6 months to 19 July 2018, IT jobs citing Analytical Skills 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 St Albans region with a requirement for Analytical Skills.

1 27 (75.00%) Problem-Solving
2 20 (55.56%) SQL
3 18 (50.00%) C#
3 18 (50.00%) .NET
4 15 (41.67%) Finance
5 14 (38.89%) HTML
5 14 (38.89%) CSS
5 14 (38.89%) JavaScript
5 14 (38.89%) Mathematics
5 14 (38.89%) RabbitMQ
5 14 (38.89%) Redis
5 14 (38.89%) AngularJS
5 14 (38.89%) TypeScript
6 12 (33.33%) Microsoft Azure
6 12 (33.33%) Agile Software Development
7 11 (30.56%) Web Development
7 11 (30.56%) Elasticsearch
7 11 (30.56%) DevOps
7 11 (30.56%) Graphite
8 9 (25.00%) Degree
9 7 (19.44%) Consul
10 6 (16.67%) Google
10 6 (16.67%) Retail
10 6 (16.67%) Analytics
11 5 (13.89%) Business Analytics
11 5 (13.89%) Continuous Improvement
11 5 (13.89%) Data Quality
11 5 (13.89%) Business Analysis
11 5 (13.89%) PowerShell
11 5 (13.89%) TCP/IP

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 11 (30.56%) Elasticsearch
2 3 (8.33%) IIS
3 1 (2.78%) Skype for Business
Applications
1 3 (8.33%) Microsoft Excel
2 2 (5.56%) Spreadsheet
3 1 (2.78%) Microsoft Office
Cloud Services
1 12 (33.33%) Microsoft Azure
2 4 (11.11%) Amazon AWS
3 2 (5.56%) Google Cloud Platform
4 1 (2.78%) Office 365
Communications & Networking
1 5 (13.89%) TCP/IP
2 4 (11.11%) DHCP
2 4 (11.11%) DNS
3 2 (5.56%) BGP
3 2 (5.56%) Ethernet
3 2 (5.56%) MPLS
3 2 (5.56%) OSPF
3 2 (5.56%) SNMP
3 2 (5.56%) VXLAN
3 2 (5.56%) WAN
4 1 (2.78%) Reverse Proxy
4 1 (2.78%) Skype
Database & Business Intelligence
1 14 (38.89%) Redis
2 4 (11.11%) Oracle Database
3 1 (2.78%) BigQuery
3 1 (2.78%) Data Mining
3 1 (2.78%) NoSQL
Development Applications
1 3 (8.33%) Git (software)
1 3 (8.33%) Jenkins
1 3 (8.33%) Selenium
1 3 (8.33%) SpecFlow
1 3 (8.33%) TeamCity
1 3 (8.33%) WebDriver
2 2 (5.56%) JIRA
3 1 (2.78%) Team Foundation Server
General
1 15 (41.67%) Finance
2 6 (16.67%) Retail
Job Titles
1 14 (38.89%) Developer
2 10 (27.78%) .NET Developer
2 10 (27.78%) Junior
2 10 (27.78%) Junior Developer
3 9 (25.00%) Analyst
4 8 (22.22%) Junior .NET Developer
5 5 (13.89%) Business Intelligence Analyst
6 4 (11.11%) C# Developer
7 3 (8.33%) .NET Software Engineer
7 3 (8.33%) C# Software Engineer
7 3 (8.33%) DBA
7 3 (8.33%) DevOps Engineer
7 3 (8.33%) Graduate
7 3 (8.33%) Graduate Analyst
7 3 (8.33%) Oracle DBA
7 3 (8.33%) Senior Developer
7 3 (8.33%) Software Engineer
7 3 (8.33%) Software Test Engineer
7 3 (8.33%) Test Engineer
8 2 (5.56%) Resource Analyst
Libraries, Frameworks & Software Standards
1 18 (50.00%) .NET
2 14 (38.89%) AngularJS
2 14 (38.89%) CSS
2 14 (38.89%) HTML
2 14 (38.89%) RabbitMQ
3 3 (8.33%) .NET Framework
3 3 (8.33%) Apache Cordova
3 3 (8.33%) Kafka
3 3 (8.33%) PhoneGap
4 1 (2.78%) .NET Core
4 1 (2.78%) ASP.NET
4 1 (2.78%) ASP.NET MVC
4 1 (2.78%) ASP.NET Web API
4 1 (2.78%) Elastic Stack
4 1 (2.78%) RESTful
4 1 (2.78%) Web Services
Miscellaneous
1 4 (11.11%) Spread Betting
2 2 (5.56%) Analytical Mindset
2 2 (5.56%) Computer Science
2 2 (5.56%) Data Centre
3 1 (2.78%) Self-Motivation
Operating Systems
1 5 (13.89%) Windows
1 5 (13.89%) Windows Server
2 3 (8.33%) Linux
3 1 (2.78%) CentOS
Processes & Methodologies
1 27 (75.00%) Problem-Solving
2 14 (38.89%) Mathematics
3 12 (33.33%) Agile Software Development
4 11 (30.56%) DevOps
4 11 (30.56%) Web Development
5 6 (16.67%) Analytics
6 5 (13.89%) Business Analysis
6 5 (13.89%) Business Analytics
6 5 (13.89%) Business Intelligence
6 5 (13.89%) Continuous Improvement
6 5 (13.89%) ITIL
7 4 (11.11%) Customer-Centricity
7 4 (11.11%) E-Commerce
7 4 (11.11%) Software Engineering
7 4 (11.11%) TDD
8 3 (8.33%) Continuous Integration
8 3 (8.33%) High Availability
8 3 (8.33%) Release Automation
8 3 (8.33%) Test Automation
8 3 (8.33%) Web Application Development
Programming Languages
1 20 (55.56%) SQL
2 18 (50.00%) C#
3 14 (38.89%) JavaScript
3 14 (38.89%) TypeScript
4 5 (13.89%) PowerShell
4 5 (13.89%) Python
5 4 (11.11%) Java
5 4 (11.11%) Shell Script
6 1 (2.78%) R
6 1 (2.78%) VBA
Qualifications
1 9 (25.00%) Degree
2 2 (5.56%) CCIE
2 2 (5.56%) CCNP
2 2 (5.56%) Cisco Certification
2 2 (5.56%) Computer Science Degree
2 2 (5.56%) JNCIE
2 2 (5.56%) JNCIP
Quality Assurance & Compliance
1 5 (13.89%) Data Quality
System Software
1 3 (8.33%) Docker
2 2 (5.56%) Hyper-V
2 2 (5.56%) VMware Infrastructure
3 1 (2.78%) Active Directory
Systems Management
1 11 (30.56%) Graphite
2 7 (19.44%) Consul
3 1 (2.78%) HAProxy
3 1 (2.78%) Kubernetes
3 1 (2.78%) Rancher
3 1 (2.78%) ZABBIX
Vendors
1 6 (16.67%) Google
2 4 (11.11%) Oracle
3 3 (8.33%) Microsoft
3 3 (8.33%) Tableau
4 2 (5.56%) Juniper
4 2 (5.56%) VMware
5 1 (2.78%) Red Hat
5 1 (2.78%) ServiceNow
5 1 (2.78%) Sonus