Period
to 13 December 2017

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Hertfordshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 13 December 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
East of England > Hertfordshire
6 months to
13 Dec 2017
Same period 2016 Same period 2015
Rank 24 19 18
Rank change year-on-year -5 -1 -1
Permanent jobs citing Analytical Skills 388 439 576
As % of all permanent IT jobs advertised in Hertfordshire 8.75% 9.78% 10.92%
As % of the Miscellaneous category 20.65% 24.82% 27.22%
Number of salaries quoted 294 338 488
Hertfordshire median annual salary £50,000 £47,000 £42,500
Median salary % change year-on-year +6.38% +10.59% -5.56%
10th Percentile £27,250 £27,500 £26,250
90th Percentile £71,250 £62,500 £63,750
East of England median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

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 Hertfordshire with a requirement for generic IT skills.

All Generic IT Skills
Hertfordshire
Permanent vacancies with a requirement for generic IT skills 1879 1769 2116
As % of all permanent IT jobs advertised in Hertfordshire 42.36% 39.43% 40.13%
Number of salaries quoted 1569 1430 1685
Hertfordshire median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £25,750 £25,000 £25,100
90th Percentile £71,250 £72,500 £68,750
East of England median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% +1.19%

Analytical Skills
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Analytical Skills in Hertfordshire

Analytical Skills
Salary Trend in Hertfordshire

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

Salary trend for Analytical Skills in Hertfordshire

Analytical Skills
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Analytical Skills in Hertfordshire over the 6 months to 13 December 2017.

Salary histogram for Analytical Skills in Hertfordshire

Analytical Skills
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Hertfordshire region over the 6 months to 13 December 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
Watford -20 75 £50,000 +13.64% 2
Hatfield -17 50 £55,000 +12.82% 6
St Albans -6 36 £60,000 +9.09% 2
Hemel Hempstead -6 25 £35,000 -26.32% 1
Rickmansworth +17 23 £52,500 - 1
Stevenage +10 23 £37,000 -5.13%
Borehamwood -8 22 £45,000 +52.54% 2
Welwyn Garden City -8 11 £24,000 -3.03% 2
Broxbourne +6 9 £38,000 -10.59%
Hertford -1 3 £52,500 +110.00%
Hoddesdon -1 2 £46,250 +2.78%
Letchworth - 2 £72,500 -
Royston +19 1 £32,500 -
Waltham Cross - 1 - -
Analytical Skills
East of England

For the 6 months to 13 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 Hertfordshire region with a requirement for Analytical Skills.

1 123 (31.70%) HTML
2 101 (26.03%) Finance
3 89 (22.94%) VMware
4 88 (22.68%) Agile Software Development
5 73 (18.81%) Degree
5 73 (18.81%) XML
6 69 (17.78%) .NET
7 65 (16.75%) C#
7 65 (16.75%) CSS
8 64 (16.49%) SQL
8 64 (16.49%) Windows
9 62 (15.98%) Microsoft
10 61 (15.72%) E-Commerce
11 57 (14.69%) JavaScript
12 56 (14.43%) Citrix
13 54 (13.92%) Linux
14 53 (13.66%) Cisco
14 53 (13.66%) AngularJS
15 49 (12.63%) Data Centre
15 49 (12.63%) Firewall
16 48 (12.37%) VPN
17 44 (11.34%) LAN
17 44 (11.34%) WAN
17 44 (11.34%) VMware Infrastructure
18 43 (11.08%) Java
19 42 (10.82%) SQL Server
19 42 (10.82%) Computer Science
19 42 (10.82%) Software Engineering
20 41 (10.57%) Migration
21 40 (10.31%) DevOps

Analytical Skills
Co-occurring IT Skills in Hertfordshire 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 29 (7.47%) Apache
2 26 (6.70%) Tomcat
3 20 (5.15%) Drupal
3 20 (5.15%) MS Exchange
4 16 (4.12%) Elasticsearch
5 13 (3.35%) Exchange Server 2013
5 13 (3.35%) SAS
6 10 (2.58%) IIS
7 8 (2.06%) Apache Spark
8 4 (1.03%) JBoss
8 4 (1.03%) SharePoint
8 4 (1.03%) WebSphere
9 3 (0.77%) CMS
9 3 (0.77%) Confluence
9 3 (0.77%) Exchange Server 2007
9 3 (0.77%) Exchange Server 2010
10 2 (0.52%) SharePoint 2013
10 2 (0.52%) Umbraco
10 2 (0.52%) WebLogic
11 1 (0.26%) Skype for Business
Applications
1 14 (3.61%) Microsoft Excel
2 13 (3.35%) Microsoft Office
3 5 (1.29%) Microsoft PowerPoint
4 3 (0.77%) Spreadsheet
4 3 (0.77%) SPSS
5 1 (0.26%) Microsoft Project
5 1 (0.26%) MS Visio
Business Applications
1 7 (1.80%) Dynamics NAV
2 3 (0.77%) Primavera
3 2 (0.52%) Remedy ITSM
3 2 (0.52%) SAP PS
Cloud Services
1 24 (6.19%) Microsoft Azure
2 22 (5.67%) Google Analytics
3 15 (3.87%) Amazon AWS
3 15 (3.87%) Office 365
4 14 (3.61%) Google Cloud Platform
5 11 (2.84%) SaaS
6 10 (2.58%) IaaS
6 10 (2.58%) PaaS
7 7 (1.80%) Cloud Computing
8 6 (1.55%) Akamai
9 5 (1.29%) Adobe Analytics
9 5 (1.29%) Adobe Creative Cloud
10 4 (1.03%) Amazon CloudWatch
10 4 (1.03%) Amazon EC2
10 4 (1.03%) Amazon Glacier
10 4 (1.03%) Amazon S3
10 4 (1.03%) Amazon SQS
10 4 (1.03%) AWS CloudFormation
10 4 (1.03%) AWS CloudTrail
10 4 (1.03%) Virtual Private Cloud
Communications & Networking
1 49 (12.63%) Firewall
2 48 (12.37%) VPN
3 44 (11.34%) LAN
3 44 (11.34%) WAN
4 37 (9.54%) NetScaler
5 36 (9.28%) BGP
5 36 (9.28%) Cisco ASA
5 36 (9.28%) Cisco IOS
5 36 (9.28%) EIGRP
5 36 (9.28%) GLBP
5 36 (9.28%) HTTP
5 36 (9.28%) IGRP
5 36 (9.28%) OSPF
6 31 (7.99%) DNS
6 31 (7.99%) SSL
7 27 (6.96%) MPLS
8 24 (6.19%) TCP/IP
9 21 (5.41%) DWDM
9 21 (5.41%) IPsec
10 20 (5.15%) DHCP
Database & Business Intelligence
1 42 (10.82%) SQL Server
2 28 (7.22%) Redis
3 18 (4.64%) MongoDB
4 15 (3.87%) Data Warehouse
5 14 (3.61%) MySQL
5 14 (3.61%) Oracle Database
6 13 (3.35%) Power BI
6 13 (3.35%) QlikView
7 12 (3.09%) Big Data
7 12 (3.09%) Hadoop
8 11 (2.84%) SQL Server Reporting Services
9 8 (2.06%) Apache Cassandra
9 8 (2.06%) BigQuery
9 8 (2.06%) HBase
9 8 (2.06%) NoSQL
9 8 (2.06%) PostgreSQL
9 8 (2.06%) SAS EBI
9 8 (2.06%) Sqoop
10 6 (1.55%) Sybase ASE
11 5 (1.29%) SQL Server Integration Services
Development Applications
1 26 (6.70%) Jenkins
2 21 (5.41%) Selenium
3 20 (5.15%) Cucumber
4 19 (4.90%) LabVIEW
5 18 (4.64%) Git (software)
6 8 (2.06%) Visual Studio
7 7 (1.80%) Moq
7 7 (1.80%) NUnit
7 7 (1.80%) SpecFlow
8 4 (1.03%) JIRA
9 2 (0.52%) Grunt
9 2 (0.52%) Subversion
9 2 (0.52%) Xcode
10 1 (0.26%) Fiddler
10 1 (0.26%) JMeter
10 1 (0.26%) jMock
10 1 (0.26%) JUnit
10 1 (0.26%) Team Foundation Server
10 1 (0.26%) TeamCity
10 1 (0.26%) Zephyr
General
1 101 (26.03%) Finance
2 38 (9.79%) Marketing
2 38 (9.79%) Retail
3 28 (7.22%) Telecoms
4 14 (3.61%) Advertising
5 9 (2.32%) Legal
5 9 (2.32%) Multimedia
6 5 (1.29%) Manufacturing
7 3 (0.77%) Games
8 2 (0.52%) Back Office
8 2 (0.52%) French Language
8 2 (0.52%) Front Office
9 1 (0.26%) Billing
9 1 (0.26%) Brand Awareness
Job Titles
1 100 (25.77%) Developer
2 67 (17.27%) Analyst
3 26 (6.70%) .NET Developer
4 23 (5.93%) C# Developer
4 23 (5.93%) Software Engineer
5 19 (4.90%) Network Engineer
5 19 (4.90%) Senior Developer
6 18 (4.64%) Business Analyst
7 16 (4.12%) Senior Network Engineer
8 15 (3.87%) Security Engineer
8 15 (3.87%) Senior Security Engineer
9 14 (3.61%) Developer/Software Engineer
9 14 (3.61%) Systems Engineer
10 13 (3.35%) Data Analyst
10 13 (3.35%) Graduate
10 13 (3.35%) Junior
10 13 (3.35%) Scientific Software Developer
10 13 (3.35%) Scientific Software Engineer
11 12 (3.09%) Cloud Engineer
12 11 (2.84%) Senior Manager
Libraries, Frameworks & Software Standards
1 123 (31.70%) HTML
2 73 (18.81%) XML
3 69 (17.78%) .NET
4 65 (16.75%) CSS
5 53 (13.66%) AngularJS
6 33 (8.51%) Web Services
7 29 (7.47%) RabbitMQ
8 24 (6.19%) JSON
9 21 (5.41%) Spring
10 20 (5.15%) ASP.NET
10 20 (5.15%) Ionic Framework
11 16 (4.12%) Twitter Bootstrap
12 14 (3.61%) jQuery
13 13 (3.35%) HTML5
13 13 (3.35%) OAuth2
14 12 (3.09%) .NET Framework
15 10 (2.58%) Kafka
15 10 (2.58%) PhoneGap
15 10 (2.58%) RESTful
16 9 (2.32%) ASP.NET Web API
Miscellaneous
1 49 (12.63%) Data Centre
2 42 (10.82%) Computer Science
3 20 (5.15%) Acoustics
4 12 (3.09%) Greenfield Project
5 10 (2.58%) Analytical Mindset
5 10 (2.58%) Blackberry
5 10 (2.58%) iPhone
5 10 (2.58%) Management Information System
6 9 (2.32%) User Experience
7 8 (2.06%) Spread Betting
8 7 (1.80%) FMCG
9 6 (1.55%) Fintech
9 6 (1.55%) Optoelectronics
10 5 (1.29%) Augmented Reality
10 5 (1.29%) PMI
10 5 (1.29%) Public Cloud
11 3 (0.77%) Client/Server
11 3 (0.77%) Data Protection Act
11 3 (0.77%) Fat Client
11 3 (0.77%) Replication
Operating Systems
1 64 (16.49%) Windows
2 54 (13.92%) Linux
3 33 (8.51%) Windows Server
4 18 (4.64%) Unix
5 12 (3.09%) Windows 7
6 10 (2.58%) Windows 8
6 10 (2.58%) Windows Phone
6 10 (2.58%) Windows Vista
6 10 (2.58%) Windows XP
7 6 (1.55%) Apple iOS
8 5 (1.29%) Windows Server 2008
9 4 (1.03%) CentOS
10 3 (0.77%) Android
10 3 (0.77%) Windows Server 2012
Processes & Methodologies
1 88 (22.68%) Agile Software Development
2 61 (15.72%) E-Commerce
3 42 (10.82%) Software Engineering
4 41 (10.57%) Migration
5 40 (10.31%) DevOps
6 35 (9.02%) Analytics
6 35 (9.02%) Mathematics
7 32 (8.25%) MVC
8 29 (7.47%) Web Development
9 27 (6.96%) Project Management
9 27 (6.96%) SOA
10 22 (5.67%) Analytical Thinking
10 22 (5.67%) SEO
10 22 (5.67%) Unit Testing
11 19 (4.90%) Business Intelligence
11 19 (4.90%) ITIL
12 17 (4.38%) Presales
12 17 (4.38%) Scrum
13 16 (4.12%) Business Analysis
13 16 (4.12%) Business Development
Programming Languages
1 65 (16.75%) C#
2 64 (16.49%) SQL
3 57 (14.69%) JavaScript
4 43 (11.08%) Java
5 30 (7.73%) PowerShell
6 26 (6.70%) Python
7 24 (6.19%) C
8 22 (5.67%) TypeScript
9 20 (5.15%) C++
10 15 (3.87%) VB
10 15 (3.87%) VB.NET
11 13 (3.35%) PHP
11 13 (3.35%) T-SQL
12 12 (3.09%) VB6
13 8 (2.06%) PL/SQL
13 8 (2.06%) Scala
14 7 (1.80%) Bash Shell
14 7 (1.80%) Ruby
14 7 (1.80%) Shell Script
15 6 (1.55%) MATLAB
Qualifications
1 73 (18.81%) Degree
2 23 (5.93%) Microsoft Certification
3 19 (4.90%) PhD
4 18 (4.64%) MCSE
5 15 (3.87%) Cisco Certification
6 13 (3.35%) Computer Science Degree
7 11 (2.84%) PMP
8 9 (2.32%) CCNP
8 9 (2.32%) MCSA
9 7 (1.80%) MCITP
10 5 (1.29%) CCDP
10 5 (1.29%) ITIL Certification
10 5 (1.29%) PMI Certification
10 5 (1.29%) SC Cleared
10 5 (1.29%) Security Cleared
10 5 (1.29%) VMware Certified Professional (VCP)
11 4 (1.03%) CCNA
11 4 (1.03%) CISM
11 4 (1.03%) CISSP
11 4 (1.03%) Numerate Degree
Quality Assurance & Compliance
1 23 (5.93%) SLA
2 11 (2.84%) ISO/IEC 27001
2 11 (2.84%) PCI DSS
3 10 (2.58%) QA
4 4 (1.03%) DICOM
4 4 (1.03%) HL7
4 4 (1.03%) PMO
5 3 (0.77%) GDPR
6 1 (0.26%) Data Quality
6 1 (0.26%) ISO 9001
6 1 (0.26%) Sarbanes-Oxley
System Software
1 44 (11.34%) VMware Infrastructure
2 29 (7.47%) Active Directory
3 16 (4.12%) Hyper-V
4 10 (2.58%) Xen
5 5 (1.29%) VMware NSX
6 4 (1.03%) Docker
6 4 (1.03%) vSphere
7 1 (0.26%) VMware ESXi
7 1 (0.26%) XenApp
Systems Management
1 21 (5.41%) Consul
2 18 (4.64%) Opscode Chef
3 16 (4.12%) Ansible
4 15 (3.87%) Puppet
5 12 (3.09%) Graphite
6 8 (2.06%) Microsoft Intune
7 5 (1.29%) vCenter Server
7 5 (1.29%) vRealize
8 4 (1.03%) Docker Swarm
8 4 (1.03%) Kubernetes
9 2 (0.52%) Salt
10 1 (0.26%) Cacti
10 1 (0.26%) Nagios
10 1 (0.26%) SCCM
10 1 (0.26%) Terraform
10 1 (0.26%) Tivoli
Vendors
1 89 (22.94%) VMware
2 62 (15.98%) Microsoft
3 56 (14.43%) Citrix
4 53 (13.66%) Cisco
5 37 (9.54%) CheckPoint
6 36 (9.28%) Arista
6 36 (9.28%) F5
6 36 (9.28%) Google
7 35 (9.02%) Palo Alto
8 32 (8.25%) Fortinet
9 27 (6.96%) Oracle
10 20 (5.15%) SAP
11 18 (4.64%) Sybase
12 17 (4.38%) Tableau
13 10 (2.58%) Adobe
14 9 (2.32%) Avaya
14 9 (2.32%) Siemens
15 6 (1.55%) Blue Coat
15 6 (1.55%) EMC
15 6 (1.55%) Riverbed