Period
to 29 May 2020

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 29 May 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
East of England > Hertfordshire
6 months to
29 May 2020
Same period 2019 Same period 2018
Rank 24 23 25
Rank change year-on-year -1 +2 0
Permanent jobs citing Analytical Skills 123 295 440
As % of all permanent jobs advertised in Hertfordshire 8.54% 9.73% 9.39%
As % of the Miscellaneous category 22.91% 25.83% 23.59%
Number of salaries quoted 107 199 326
Median annual salary £65,000 £45,000 £55,000
Median salary % change year-on-year +44.44% -18.18% +29.41%
10th Percentile £40,000 £25,250 £31,250
90th Percentile £92,500 £78,000 £71,250
East of England median annual salary £45,000 £40,000 £50,000
% change year-on-year +12.50% -20.00% +17.65%

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 537 1,142 1,865
As % of all permanent IT jobs advertised in Hertfordshire 37.29% 37.68% 39.79%
Number of salaries quoted 391 847 1,453
Median annual salary £52,500 £50,000 £50,500
Median salary % change year-on-year +5.00% -0.99% +8.60%
10th Percentile £32,500 £26,250 £27,000
90th Percentile £90,000 £77,500 £71,250
East of England median annual salary £47,500 £47,500 £47,500

Analytical Skills
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Analytical Skills in Hertfordshire

Analytical Skills
Salary Trend in Hertfordshire

3-month moving average salary quoted in jobs citing Analytical Skills in Hertfordshire.

Salary trend for Analytical Skills in Hertfordshire

Analytical Skills
Salary Histogram in Hertfordshire

Salary distribution for jobs citing Analytical Skills in Hertfordshire over the 6 months to 29 May 2020.

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 29 May 2020. 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 -7 40 £70,000 +55.56%
Hatfield +12 9 £50,000 +5.26%
Borehamwood 0 9 £36,250 +3.57%
Stevenage -5 9 £65,000 +73.33% 2
Ware - 8 - -
St Albans -24 7 £60,000 -17.24% 1
Hemel Hempstead +18 3 £45,100 +28.86%
Cheshunt +2 3 £55,000 -
Rickmansworth +4 2 £35,000 -46.15%
Royston +1 1 £80,000 +220.00%
Letchworth -7 1 - -
Potters Bar - 1 - - 2
Bishop's Stortford - 1 £27,500 -
Analytical Skills
East of England

For the 6 months to 29 May 2020, 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 62 (50.41%) Problem-Solving
2 37 (30.08%) Finance
3 35 (28.46%) Agile Software Development
4 29 (23.58%) Microsoft
5 28 (22.76%) Windows
6 24 (19.51%) SQL
6 24 (19.51%) Data Analysis
7 23 (18.70%) Project Management
7 23 (18.70%) Azure
8 22 (17.89%) Degree
9 20 (16.26%) ITIL
9 20 (16.26%) Continuous Improvement
10 19 (15.45%) Data Quality
10 19 (15.45%) HTML
10 19 (15.45%) Data Migration
10 19 (15.45%) Migration
11 18 (14.63%) Management Information System
11 18 (14.63%) SC Cleared
11 18 (14.63%) Security Cleared
11 18 (14.63%) JavaScript
11 18 (14.63%) CSS
11 18 (14.63%) Analytics
12 17 (13.82%) IT Strategy
12 17 (13.82%) Strategic Roadmap
13 16 (13.01%) Project Delivery
13 16 (13.01%) Office 365
13 16 (13.01%) TypeScript
13 16 (13.01%) ETL
14 15 (12.20%) Master Data Management
15 14 (11.38%) Firewall

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 10 (8.13%) SharePoint
2 4 (3.25%) Confluence
3 2 (1.63%) Alfresco
3 2 (1.63%) Tomcat
4 1 (0.81%) Apache Spark
4 1 (0.81%) Documentum
4 1 (0.81%) Elasticsearch
4 1 (0.81%) SharePoint 2013
4 1 (0.81%) WebSphere
Applications
1 11 (8.94%) Microsoft Excel
2 5 (4.07%) Microsoft Office
2 5 (4.07%) Microsoft PowerPoint
3 1 (0.81%) Microsoft Project
3 1 (0.81%) MS Visio
Business Applications
1 4 (3.25%) Dynamics CRM
1 4 (3.25%) PeopleSoft CRM
1 4 (3.25%) PeopleSoft Financials
1 4 (3.25%) PeopleSoft HCM
1 4 (3.25%) PeopleSoft HRMS
2 2 (1.63%) Dynamics AX
3 1 (0.81%) Magento
3 1 (0.81%) NetSuite
Cloud Services
1 23 (18.70%) Azure
2 16 (13.01%) Office 365
3 8 (6.50%) Azure Active Directory
3 8 (6.50%) OneDrive
4 6 (4.88%) SaaS
5 4 (3.25%) Power Platform
6 3 (2.44%) AWS
7 2 (1.63%) GitHub
8 1 (0.81%) Akamai
8 1 (0.81%) Amazon EMR
8 1 (0.81%) Amazon S3
8 1 (0.81%) Amazon SQS
8 1 (0.81%) Dynamics 365
8 1 (0.81%) IaaS
Communications & Networking
1 14 (11.38%) Firewall
2 13 (10.57%) TCP/IP
3 11 (8.94%) Wireless
4 10 (8.13%) DHCP
4 10 (8.13%) DNS
5 9 (7.32%) LAN
5 9 (7.32%) SAN
5 9 (7.32%) WAN
6 8 (6.50%) Cisco Wireless
7 4 (3.25%) Internet
8 2 (1.63%) 3GPP
8 2 (1.63%) VPN
9 1 (0.81%) 3G
9 1 (0.81%) 802.11
9 1 (0.81%) BGP
9 1 (0.81%) HTTP
9 1 (0.81%) HTTPS
9 1 (0.81%) SNMP
9 1 (0.81%) SSL
9 1 (0.81%) UTRAN
Database & Business Intelligence
1 10 (8.13%) SQL Server
2 7 (5.69%) Big Data
3 4 (3.25%) Crystal Reports
3 4 (3.25%) Power BI
4 3 (2.44%) Relational Database
4 3 (2.44%) SQL Server Integration Services
5 2 (1.63%) Data Warehouse
5 2 (1.63%) MySQL
5 2 (1.63%) NoSQL
5 2 (1.63%) PostgreSQL
5 2 (1.63%) Spotfire
6 1 (0.81%) Amazon DynamoDB
6 1 (0.81%) Amazon Redshift
6 1 (0.81%) Apache Hive
6 1 (0.81%) DB2
6 1 (0.81%) MongoDB
6 1 (0.81%) MS Access
6 1 (0.81%) Oracle BI EE
6 1 (0.81%) Redis
6 1 (0.81%) Star Schema
Development Applications
1 9 (7.32%) Git (software)
2 6 (4.88%) JIRA
3 4 (3.25%) Grunt
3 4 (3.25%) gulp
3 4 (3.25%) LabVIEW
3 4 (3.25%) PeopleTools
4 3 (2.44%) Bitbucket
4 3 (2.44%) Jenkins
5 2 (1.63%) Log4j
6 1 (0.81%) Cucumber
6 1 (0.81%) REST Assured
6 1 (0.81%) Selenium
6 1 (0.81%) Sonatype Nexus
6 1 (0.81%) Subversion
6 1 (0.81%) Team Foundation Server
6 1 (0.81%) WebDriver
General
1 37 (30.08%) Finance
2 9 (7.32%) Pharmaceutical
3 8 (6.50%) Manufacturing
4 7 (5.69%) Back Office
5 4 (3.25%) Retail
6 3 (2.44%) Marketing
7 2 (1.63%) Legal
7 2 (1.63%) Telecoms
8 1 (0.81%) Aerospace
8 1 (0.81%) Electronics
8 1 (0.81%) Games
Job Titles
1 25 (20.33%) Analyst
2 22 (17.89%) Developer
3 16 (13.01%) Consultant
4 15 (12.20%) Data Consultant
4 15 (12.20%) Data Migration Consultant
4 15 (12.20%) Data Migration Lead
4 15 (12.20%) Migration Consultant
5 14 (11.38%) Architect
6 11 (8.94%) 3rd Line Support
7 10 (8.13%) Support Analyst
8 9 (7.32%) Enterprise Architect
9 8 (6.50%) 3rd Line Support Analyst
9 8 (6.50%) DevOps Manager
9 8 (6.50%) Network Analyst
9 8 (6.50%) Network Support
9 8 (6.50%) Network Support Analyst
9 8 (6.50%) Software Engineer
10 7 (5.69%) Service Analyst
10 7 (5.69%) Service Desk Support
10 7 (5.69%) Service Desk Support Analyst
Libraries, Frameworks & Software Standards
1 19 (15.45%) HTML
2 18 (14.63%) CSS
3 13 (10.57%) AngularJS
4 9 (7.32%) .NET
5 8 (6.50%) RESTful
5 8 (6.50%) Web Services
6 7 (5.69%) .NET Core
6 7 (5.69%) ASP.NET Web API
6 7 (5.69%) RabbitMQ
6 7 (5.69%) REST
7 6 (4.88%) React
8 5 (4.07%) HTML5
8 5 (4.07%) Vue.js
9 4 (3.25%) Node.js
10 3 (2.44%) Flash
11 2 (1.63%) Apache Camel
11 2 (1.63%) Spring
11 2 (1.63%) XML
12 1 (0.81%) ASP.NET MVC
12 1 (0.81%) Gherkin
Miscellaneous
1 18 (14.63%) Management Information System
2 10 (8.13%) Self-Motivation
3 5 (4.07%) Algorithms
3 5 (4.07%) Enterprise Software
4 4 (3.25%) Acoustics
4 4 (3.25%) Fibre Optics
5 3 (2.44%) CAN bus
6 2 (1.63%) Analytical Mindset
6 2 (1.63%) Data Centre
6 2 (1.63%) Field-Programmable Gate Array
6 2 (1.63%) NHS
7 1 (0.81%) Clustering
7 1 (0.81%) Cyber Defence
7 1 (0.81%) Cyberthreat
7 1 (0.81%) Data Structures
7 1 (0.81%) Driving Licence
7 1 (0.81%) EMC VNX
7 1 (0.81%) Replication
7 1 (0.81%) Virtual Team
Operating Systems
1 28 (22.76%) Windows
2 12 (9.76%) Windows Server
3 9 (7.32%) Linux
4 8 (6.50%) Windows Server 2003
4 8 (6.50%) Windows Server 2008
4 8 (6.50%) Windows Server 2012
5 5 (4.07%) Unix
6 1 (0.81%) Apple iOS
6 1 (0.81%) Windows 10
6 1 (0.81%) Windows 7
Processes & Methodologies
1 62 (50.41%) Problem-Solving
2 35 (28.46%) Agile Software Development
3 24 (19.51%) Data Analysis
4 23 (18.70%) Project Management
5 20 (16.26%) Continuous Improvement
5 20 (16.26%) ITIL
6 19 (15.45%) Data Migration
6 19 (15.45%) Migration
7 18 (14.63%) Analytics
8 17 (13.82%) IT Strategy
8 17 (13.82%) Strategic Roadmap
9 16 (13.01%) ETL
9 16 (13.01%) Project Delivery
10 15 (12.20%) Master Data Management
11 14 (11.38%) CRM
12 13 (10.57%) Decision-Making
12 13 (10.57%) DevOps
13 12 (9.76%) Business Intelligence
13 12 (9.76%) Computer Science
13 12 (9.76%) Service Delivery
Programming Languages
1 24 (19.51%) SQL
2 18 (14.63%) JavaScript
3 16 (13.01%) TypeScript
4 12 (9.76%) C#
5 9 (7.32%) C++
6 6 (4.88%) C
6 6 (4.88%) Java
7 4 (3.25%) PeopleCode
7 4 (3.25%) PowerShell
7 4 (3.25%) Python
7 4 (3.25%) SQR
8 3 (2.44%) Embedded C
8 3 (2.44%) Embedded C++
9 2 (1.63%) Shell Script
10 1 (0.81%) VB
10 1 (0.81%) VBA
Qualifications
1 22 (17.89%) Degree
2 18 (14.63%) SC Cleared
2 18 (14.63%) Security Cleared
3 8 (6.50%) ITIL Foundation Certificate
4 4 (3.25%) PhD
5 2 (1.63%) Cisco Certification
5 2 (1.63%) SSCP
6 1 (0.81%) CCNA
6 1 (0.81%) CCNP
6 1 (0.81%) CISA
6 1 (0.81%) CISM
6 1 (0.81%) CISSP
6 1 (0.81%) GCIA
6 1 (0.81%) GCIH
6 1 (0.81%) GSEC
6 1 (0.81%) HNC
6 1 (0.81%) HND
6 1 (0.81%) ITIL Certification
6 1 (0.81%) Network+ Certification
6 1 (0.81%) PRINCE2 Certification
Quality Assurance & Compliance
1 19 (15.45%) Data Quality
2 8 (6.50%) GxP
3 1 (0.81%) CDISC
3 1 (0.81%) Cyber Essentials
3 1 (0.81%) GDPR
3 1 (0.81%) HL7
3 1 (0.81%) ISO/IEC 27001
3 1 (0.81%) PMO
3 1 (0.81%) QA
System Software
1 11 (8.94%) Active Directory
2 9 (7.32%) VMware Infrastructure
2 9 (7.32%) vSphere
3 8 (6.50%) Docker
4 1 (0.81%) Hyper-V
4 1 (0.81%) Terminal Services
4 1 (0.81%) VMware ESXi
4 1 (0.81%) VMware NSX
4 1 (0.81%) XenApp
Systems Management
1 9 (7.32%) SCCM
2 1 (0.81%) BMC PATROL
2 1 (0.81%) Kibana
2 1 (0.81%) Kubernetes
2 1 (0.81%) logstash
2 1 (0.81%) Microsoft Clustering
2 1 (0.81%) Norton AntiVirus
2 1 (0.81%) Opscode Chef
2 1 (0.81%) Puppet
2 1 (0.81%) SCOM
2 1 (0.81%) Tivoli
2 1 (0.81%) Tivoli Storage Manager
2 1 (0.81%) vCenter Server
2 1 (0.81%) vRealize
Vendors
1 29 (23.58%) Microsoft
2 11 (8.94%) VMware
3 10 (8.13%) Cisco
3 10 (8.13%) Citrix
4 8 (6.50%) HP
4 8 (6.50%) NetApp
4 8 (6.50%) Oracle
5 5 (4.07%) Salesforce.com
6 4 (3.25%) PeopleSoft
6 4 (3.25%) Tableau
7 3 (2.44%) Atlassian
7 3 (2.44%) Xilinx
8 2 (1.63%) IBM
8 2 (1.63%) Symantec
9 1 (0.81%) Apple
9 1 (0.81%) BT
9 1 (0.81%) CheckPoint
9 1 (0.81%) JD Edwards
9 1 (0.81%) MicroStrategy
9 1 (0.81%) Nokia