Period
to 18 February 2018

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 18 February 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
East of England > Hertfordshire
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 23 24 15
Rank change year-on-year +1 -9 +5
Permanent jobs citing Analytical Skills 445 387 584
As % of all permanent IT jobs advertised in Hertfordshire 9.25% 8.58% 11.40%
As % of the Miscellaneous category 21.43% 22.90% 28.60%
Number of salaries quoted 336 325 469
Hertfordshire median annual salary £50,000 £42,500 £45,000
Median salary % change year-on-year +17.65% -5.56% -
10th Percentile £27,500 £24,600 £26,199
90th Percentile £71,250 £62,500 £63,750
East of England median annual salary £50,000 £42,500 £45,000
% change year-on-year +17.65% -5.56% +12.50%

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 2,077 1,690 2,042
As % of all permanent IT jobs advertised in Hertfordshire 43.15% 37.48% 39.86%
Number of salaries quoted 1,704 1,375 1,592
Hertfordshire median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £26,250 £24,000 £26,250
90th Percentile £71,250 £72,500 £68,175
East of England median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +5.88%

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 18 February 2018.

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 18 February 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
Watford -4 87 £53,750 +43.33% 5
St Albans -2 56 £60,000 +9.09% 8
Hatfield -18 49 £50,000 +5.26% 13
Welwyn Garden City +12 44 £45,000 +81.82% 4
Hemel Hempstead -9 27 £40,000 -14.89% 5
Stevenage +13 21 £44,000 +14.29% 8
Rickmansworth +11 19 £52,500 -
Borehamwood -8 11 £45,000 - 3
Broxbourne +9 9 £22,500 -47.06%
Royston +16 6 £35,000 -65.00% 2
Hertford +1 2 £52,500 +60.31%
Tring - 2 £27,500 -
Hitchin 0 1 £24,000 -64.04%
Hoddesdon -4 1 £47,500 +93.88%
Letchworth - 1 £72,500 - 1
Waltham Cross - 1 - -
Analytical Skills
East of England

For the 6 months to 18 February 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 Hertfordshire region with a requirement for Analytical Skills.

1 142 (31.91%) HTML
2 116 (26.07%) Degree
3 112 (25.17%) Agile Software Development
4 110 (24.72%) VMware
5 95 (21.35%) Finance
6 89 (20.00%) SQL
7 84 (18.88%) XML
8 77 (17.30%) Microsoft
9 76 (17.08%) Linux
10 75 (16.85%) .NET
10 75 (16.85%) DevOps
11 74 (16.63%) Windows
12 73 (16.40%) JavaScript
13 72 (16.18%) C#
13 72 (16.18%) Citrix
14 65 (14.61%) E-Commerce
15 64 (14.38%) CSS
16 62 (13.93%) Cisco
17 61 (13.71%) Firewall
18 58 (13.03%) AngularJS
19 56 (12.58%) Data Centre
19 56 (12.58%) VPN
20 55 (12.36%) Mathematics
20 55 (12.36%) VMware Infrastructure
21 54 (12.13%) HTTP
21 54 (12.13%) WAN
22 52 (11.69%) DNS
23 49 (11.01%) CheckPoint
23 49 (11.01%) SQL Server
23 49 (11.01%) Java

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 24 (5.39%) Apache
2 21 (4.72%) Tomcat
3 19 (4.27%) Elasticsearch
4 18 (4.04%) MS Exchange
5 15 (3.37%) Drupal
6 12 (2.70%) Apache Spark
6 12 (2.70%) Exchange Server 2013
7 11 (2.47%) SAS
8 10 (2.25%) IIS
9 8 (1.80%) Oracle Service Bus
9 8 (1.80%) Oracle SOA Suite
10 5 (1.12%) SharePoint
11 4 (0.90%) TPMS
12 3 (0.67%) Exchange Server 2007
12 3 (0.67%) Exchange Server 2010
13 2 (0.45%) CMS
13 2 (0.45%) Confluence
13 2 (0.45%) JBoss
13 2 (0.45%) WebSphere
14 1 (0.22%) SharePoint Server
Applications
1 15 (3.37%) Microsoft Excel
2 13 (2.92%) Microsoft Office
3 3 (0.67%) MS Visio
4 2 (0.45%) Microsoft PowerPoint
4 2 (0.45%) Spreadsheet
4 2 (0.45%) SPSS
5 1 (0.22%) Microsoft Project
Business Applications
1 7 (1.57%) Dynamics NAV
2 3 (0.67%) Primavera
3 2 (0.45%) Dynamics CRM
3 2 (0.45%) NetSuite
3 2 (0.45%) SAP PS
4 1 (0.22%) Oracle Financials
4 1 (0.22%) Remedy ITSM
Cloud Services
1 25 (5.62%) Amazon AWS
1 25 (5.62%) Microsoft Azure
2 22 (4.94%) Google Analytics
3 20 (4.49%) SaaS
4 14 (3.15%) Office 365
5 13 (2.92%) Akamai
6 12 (2.70%) Cloud Computing
7 11 (2.47%) Google Cloud Platform
8 9 (2.02%) IaaS
8 9 (2.02%) PaaS
9 7 (1.57%) Amazon EC2
10 6 (1.35%) GitHub
11 5 (1.12%) Adobe Analytics
12 3 (0.67%) Force.com
12 3 (0.67%) Virtual Private Cloud
13 2 (0.45%) Amazon CloudWatch
13 2 (0.45%) Amazon Glacier
13 2 (0.45%) Amazon S3
13 2 (0.45%) AWS CloudFormation
13 2 (0.45%) AWS CloudTrail
Communications & Networking
1 61 (13.71%) Firewall
2 56 (12.58%) VPN
3 54 (12.13%) HTTP
3 54 (12.13%) WAN
4 52 (11.69%) DNS
5 49 (11.01%) NetScaler
6 48 (10.79%) BGP
6 48 (10.79%) Cisco ASA
6 48 (10.79%) IGRP
6 48 (10.79%) LAN
6 48 (10.79%) OSPF
6 48 (10.79%) SSL
7 44 (9.89%) Cisco IOS
7 44 (9.89%) EIGRP
7 44 (9.89%) GLBP
8 40 (8.99%) DHCP
9 38 (8.54%) TCP/IP
10 36 (8.09%) MPLS
11 32 (7.19%) DWDM
12 30 (6.74%) IPsec
Database & Business Intelligence
1 49 (11.01%) SQL Server
2 41 (9.21%) Redis
3 35 (7.87%) Oracle Database
4 20 (4.49%) MongoDB
5 15 (3.37%) Data Warehouse
5 15 (3.37%) MySQL
5 15 (3.37%) Power BI
6 14 (3.15%) Hadoop
6 14 (3.15%) SQL Server Reporting Services
7 12 (2.70%) Big Data
8 11 (2.47%) QlikView
9 10 (2.25%) PostgreSQL
10 8 (1.80%) NoSQL
10 8 (1.80%) Oracle Database 12c
11 7 (1.57%) Apache Cassandra
11 7 (1.57%) BigQuery
11 7 (1.57%) HBase
11 7 (1.57%) SAS EBI
11 7 (1.57%) Sqoop
12 6 (1.35%) SQL Server 2016
Development Applications
1 34 (7.64%) Jenkins
2 26 (5.84%) Git (software)
3 20 (4.49%) Selenium
4 15 (3.37%) Cucumber
5 10 (2.25%) JIRA
6 8 (1.80%) LabVIEW
7 7 (1.57%) Moq
7 7 (1.57%) NUnit
7 7 (1.57%) SpecFlow
8 3 (0.67%) TeamCity
8 3 (0.67%) Visual Studio
9 2 (0.45%) JMeter
9 2 (0.45%) jMock
9 2 (0.45%) JUnit
9 2 (0.45%) Subversion
9 2 (0.45%) Team Foundation Server
10 1 (0.22%) Grunt
10 1 (0.22%) LINQPad
10 1 (0.22%) Oracle APEX
10 1 (0.22%) Xcode
General
1 95 (21.35%) Finance
2 33 (7.42%) Retail
3 29 (6.52%) Marketing
4 20 (4.49%) Advertising
5 16 (3.60%) Telecoms
6 8 (1.80%) Multimedia
7 5 (1.12%) Electronics
7 5 (1.12%) Legal
8 4 (0.90%) Manufacturing
9 2 (0.45%) Back Office
9 2 (0.45%) French Language
9 2 (0.45%) Front Office
10 1 (0.22%) Aerospace
10 1 (0.22%) Billing
10 1 (0.22%) Brand Awareness
10 1 (0.22%) Games
10 1 (0.22%) Military
Job Titles
1 106 (23.82%) Developer
2 76 (17.08%) Analyst
3 30 (6.74%) .NET Developer
4 29 (6.52%) Security Engineer
5 28 (6.29%) Network Engineer
6 25 (5.62%) C# Developer
6 25 (5.62%) Systems Engineer
7 24 (5.39%) Junior
8 22 (4.94%) Infrastructure Engineer
9 20 (4.49%) Windows Engineer
10 19 (4.27%) Business Analyst
10 19 (4.27%) Senior Network Engineer
11 18 (4.04%) Cloud Engineer
12 17 (3.82%) Senior Developer
12 17 (3.82%) Senior Security Engineer
12 17 (3.82%) Senior Systems Engineer
13 16 (3.60%) Software Engineer
14 15 (3.37%) Graduate
14 15 (3.37%) Junior Developer
15 14 (3.15%) Software Developer
Libraries, Frameworks & Software Standards
1 142 (31.91%) HTML
2 84 (18.88%) XML
3 75 (16.85%) .NET
4 64 (14.38%) CSS
5 58 (13.03%) AngularJS
6 40 (8.99%) Web Services
7 39 (8.76%) RabbitMQ
8 26 (5.84%) Spring
9 18 (4.04%) ASP.NET
10 16 (3.60%) SOAP
11 15 (3.37%) 802.1X
11 15 (3.37%) HTML5
11 15 (3.37%) Ionic Framework
12 14 (3.15%) jQuery
12 14 (3.15%) JSON
12 14 (3.15%) RESTful
13 13 (2.92%) Apache Cordova
13 13 (2.92%) Kafka
13 13 (2.92%) PhoneGap
14 11 (2.47%) Twitter Bootstrap
Miscellaneous
1 56 (12.58%) Data Centre
2 43 (9.66%) Computer Science
3 36 (8.09%) Management Information System
4 12 (2.70%) Analytical Mindset
5 11 (2.47%) Algorithms
5 11 (2.47%) Greenfield Project
6 10 (2.25%) Public Cloud
7 9 (2.02%) Blackberry
7 9 (2.02%) iPhone
8 8 (1.80%) Acoustics
8 8 (1.80%) User Experience
9 7 (1.57%) Security Operations Centre
9 7 (1.57%) Spread Betting
10 6 (1.35%) Fintech
11 5 (1.12%) Augmented Reality
11 5 (1.12%) Mobile App
11 5 (1.12%) PMI
12 4 (0.90%) FMCG
12 4 (0.90%) Reference Data
13 3 (0.67%) Data Protection Act
Operating Systems
1 76 (17.08%) Linux
2 74 (16.63%) Windows
3 46 (10.34%) Windows Server
4 25 (5.62%) Unix
5 11 (2.47%) Windows 7
6 9 (2.02%) Windows 8
6 9 (2.02%) Windows Phone
6 9 (2.02%) Windows Vista
6 9 (2.02%) Windows XP
7 7 (1.57%) Apple iOS
8 6 (1.35%) Mac OS X
9 5 (1.12%) Windows Server 2008
10 4 (0.90%) Android
10 4 (0.90%) CentOS
11 3 (0.67%) Windows Server 2012
12 1 (0.22%) HPUX
Processes & Methodologies
1 112 (25.17%) Agile Software Development
2 75 (16.85%) DevOps
3 65 (14.61%) E-Commerce
4 55 (12.36%) Mathematics
5 46 (10.34%) Software Engineering
6 37 (8.31%) Analytical Thinking
7 36 (8.09%) Analytics
8 32 (7.19%) Migration
9 30 (6.74%) Web Development
10 28 (6.29%) MVC
10 28 (6.29%) SDLC
11 27 (6.07%) Project Management
12 26 (5.84%) ITIL
13 24 (5.39%) Business Analysis
14 23 (5.17%) Business Intelligence
15 22 (4.94%) SOA
16 21 (4.72%) Mentoring
16 21 (4.72%) Scrum
17 20 (4.49%) Proactive Monitoring
18 19 (4.27%) Line Management
Programming Languages
1 89 (20.00%) SQL
2 73 (16.40%) JavaScript
3 72 (16.18%) C#
4 49 (11.01%) Java
5 48 (10.79%) Python
6 45 (10.11%) PowerShell
7 32 (7.19%) TypeScript
8 14 (3.15%) C++
8 14 (3.15%) PL/SQL
9 12 (2.70%) C
9 12 (2.70%) T-SQL
10 10 (2.25%) Ruby
10 10 (2.25%) VB.NET
11 9 (2.02%) PHP
11 9 (2.02%) VB
12 8 (1.80%) R
12 8 (1.80%) Shell Script
12 8 (1.80%) VB6
13 7 (1.57%) MATLAB
13 7 (1.57%) Scala
Qualifications
1 116 (26.07%) Degree
2 30 (6.74%) Microsoft Certification
3 27 (6.07%) MCSE
4 21 (4.72%) Computer Science Degree
5 17 (3.82%) MCSA
6 15 (3.37%) MCITP
7 14 (3.15%) Cisco Certification
8 13 (2.92%) PhD
9 12 (2.70%) CCNP
10 9 (2.02%) Numerate Degree
10 9 (2.02%) SSCP
11 8 (1.80%) PMP
11 8 (1.80%) SC Cleared
11 8 (1.80%) Security Cleared
12 7 (1.57%) ITIL Certification
13 6 (1.35%) GCIA
13 6 (1.35%) GCIH
13 6 (1.35%) GSEC
14 5 (1.12%) PMI Certification
15 4 (0.90%) CISSP
Quality Assurance & Compliance
1 25 (5.62%) ISO/IEC 27001
2 20 (4.49%) QA
2 20 (4.49%) SLA
3 19 (4.27%) PCI DSS
4 6 (1.35%) Data Quality
4 6 (1.35%) PMO
5 4 (0.90%) GDPR
6 1 (0.22%) Def Stans
6 1 (0.22%) DICOM
6 1 (0.22%) HL7
System Software
1 55 (12.36%) VMware Infrastructure
2 28 (6.29%) Active Directory
3 18 (4.04%) Xen
4 15 (3.37%) Hyper-V
5 13 (2.92%) VMware NSX
6 7 (1.57%) vSphere
7 6 (1.35%) Docker
8 4 (0.90%) Firmware
9 2 (0.45%) VMware ESXi
10 1 (0.22%) XenApp
Systems Management
1 34 (7.64%) Opscode Chef
2 32 (7.19%) Consul
3 31 (6.97%) Puppet
4 27 (6.07%) Ansible
5 19 (4.27%) Graphite
6 13 (2.92%) vCenter Server
6 13 (2.92%) vRealize
7 8 (1.80%) Microsoft Intune
8 6 (1.35%) SCCM
9 4 (0.90%) Docker Swarm
9 4 (0.90%) Kubernetes
10 2 (0.45%) Salt
11 1 (0.22%) Cacti
11 1 (0.22%) HP Data Protector
11 1 (0.22%) Nagios
11 1 (0.22%) Terraform
11 1 (0.22%) WSUS
Vendors
1 110 (24.72%) VMware
2 77 (17.30%) Microsoft
3 72 (16.18%) Citrix
4 62 (13.93%) Cisco
5 49 (11.01%) Arista
5 49 (11.01%) CheckPoint
6 48 (10.79%) F5
6 48 (10.79%) Oracle
7 47 (10.56%) Palo Alto
8 41 (9.21%) Fortinet
9 33 (7.42%) Google
10 21 (4.72%) Tableau
11 14 (3.15%) Meraki
11 14 (3.15%) Riverbed
12 13 (2.92%) Aruba
12 13 (2.92%) Blue Coat
12 13 (2.92%) Sybase
13 12 (2.70%) Juniper
13 12 (2.70%) SAP
13 12 (2.70%) Tufin