Period
to 22 May 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 22 May 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
East of England > Hertfordshire
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 24 25 12
Rank change year-on-year +1 -13 +12
Permanent jobs citing Analytical Skills 453 378 577
As % of all permanent IT jobs advertised in Hertfordshire 9.53% 8.94% 11.73%
As % of the Miscellaneous category 21.79% 22.66% 26.90%
Number of salaries quoted 334 329 471
Hertfordshire median annual salary £55,000 £42,500 £45,000
Median salary % change year-on-year +29.41% -5.56% +2.27%
10th Percentile £31,250 £23,250 £25,750
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 2,079 1,668 2,145
As % of all permanent IT jobs advertised in Hertfordshire 43.76% 39.47% 43.60%
Number of salaries quoted 1,649 1,370 1,681
Hertfordshire median annual salary £52,500 £45,000 £45,000
Median salary % change year-on-year +16.67% - -
10th Percentile £27,000 £24,725 £26,250
90th Percentile £72,500 £70,000 £70,000
East of England median annual salary £50,000 £43,000 £45,000
% change year-on-year +16.28% -4.44% +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 22 May 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 22 May 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
Welwyn Garden City +24 116 £55,000 +22.22% 1
Watford 0 79 £52,500 +31.25% 3
Hatfield -3 67 £55,000 +2.33% 5
St Albans -6 52 £55,000 +15.79% 1
Rickmansworth +2 19 £55,000 +15.79% 2
Borehamwood 0 15 £43,000 +7.50% 2
Hemel Hempstead -24 10 £42,500 -19.05% 2
Stevenage +6 9 £40,000 +3.90% 3
Royston +9 8 £35,000 -65.00% 3
Hitchin +16 6 £77,500 +9.15% 1
Broxbourne +2 3 £22,500 -40.00%
Hertford +4 2 - - 3
Tring - 2 £27,500 -
Letchworth +12 1 £72,500 +81.25% 1
Waltham Cross - 1 - -
Analytical Skills
East of England

For the 6 months to 22 May 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.

1 233 (51.43%) Problem-Solving
2 137 (30.24%) Degree
3 134 (29.58%) SQL
4 110 (24.28%) Agile Software Development
5 88 (19.43%) Finance
6 86 (18.98%) Microsoft
7 82 (18.10%) HTML
8 79 (17.44%) VMware
9 72 (15.89%) XML
10 68 (15.01%) Oracle
11 63 (13.91%) Linux
11 63 (13.91%) E-Commerce
12 60 (13.25%) DevOps
13 58 (12.80%) Citrix
14 56 (12.36%) Cisco
14 56 (12.36%) Python
14 56 (12.36%) Project Management
15 54 (11.92%) Computer Science
15 54 (11.92%) Amazon AWS
16 53 (11.70%) HTTP
17 52 (11.48%) Windows
18 51 (11.26%) Self-Motivation
19 50 (11.04%) WAN
19 50 (11.04%) Management Information System
20 49 (10.82%) C#
20 49 (10.82%) Data Centre
21 48 (10.60%) Firewall
22 46 (10.15%) ITIL
23 45 (9.93%) JavaScript
23 45 (9.93%) .NET

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 20 (4.42%) Oracle SOA Suite
2 13 (2.87%) Elasticsearch
3 11 (2.43%) Oracle Service Bus
4 10 (2.21%) Apache
4 10 (2.21%) Mule
4 10 (2.21%) Mule ESB
5 8 (1.77%) TPMS
6 7 (1.55%) Apache Spark
6 7 (1.55%) IIS
7 5 (1.10%) Drupal
7 5 (1.10%) Oracle Application Server
7 5 (1.10%) Tomcat
8 3 (0.66%) Confluence
8 3 (0.66%) SAS
8 3 (0.66%) Skype for Business
9 2 (0.44%) MS Exchange
9 2 (0.44%) SharePoint
9 2 (0.44%) SharePoint Server
10 1 (0.22%) CMS
10 1 (0.22%) WordPress
Applications
1 22 (4.86%) Microsoft Excel
2 8 (1.77%) Microsoft Office
3 6 (1.32%) MS Visio
4 4 (0.88%) Photoshop
4 4 (0.88%) Spreadsheet
5 1 (0.22%) Microsoft PowerPoint
5 1 (0.22%) Microsoft Project
Business Applications
1 5 (1.10%) Dynamics CRM
2 4 (0.88%) Cognos Business Intelligence
2 4 (0.88%) Cognos TM1
3 3 (0.66%) Dynamics NAV
4 2 (0.44%) NetSuite
5 1 (0.22%) Oracle Financials
5 1 (0.22%) Remedy ITSM
5 1 (0.22%) ResourceLink
Cloud Services
1 54 (11.92%) Amazon AWS
2 23 (5.08%) Microsoft Azure
3 17 (3.75%) Google Cloud Platform
4 16 (3.53%) Cloud Computing
5 13 (2.87%) SaaS
6 12 (2.65%) Google Analytics
7 10 (2.21%) Akamai
8 9 (1.99%) Amazon EC2
8 9 (1.99%) Boomi
9 7 (1.55%) GitHub
10 5 (1.10%) Adobe Analytics
10 5 (1.10%) Dynamics 365
11 4 (0.88%) Office 365
11 4 (0.88%) Trello
11 4 (0.88%) Virtual Private Cloud
12 3 (0.66%) Force.com
13 2 (0.44%) Amazon CloudWatch
13 2 (0.44%) Amazon Glacier
13 2 (0.44%) Amazon S3
13 2 (0.44%) Amazon SQS
Communications & Networking
1 53 (11.70%) HTTP
2 50 (11.04%) WAN
3 48 (10.60%) Firewall
4 41 (9.05%) OSPF
5 40 (8.83%) BGP
5 40 (8.83%) LAN
6 39 (8.61%) NetScaler
6 39 (8.61%) VPN
7 38 (8.39%) DNS
7 38 (8.39%) IGRP
8 37 (8.17%) Cisco ASA
9 36 (7.95%) DHCP
10 35 (7.73%) SSL
11 34 (7.51%) Cisco IOS
11 34 (7.51%) EIGRP
11 34 (7.51%) GLBP
12 33 (7.28%) TCP/IP
13 30 (6.62%) MPLS
14 26 (5.74%) DWDM
15 23 (5.08%) IPsec
Database & Business Intelligence
1 42 (9.27%) SQL Server
2 40 (8.83%) Oracle Database
3 24 (5.30%) Redis
4 18 (3.97%) Big Data
5 17 (3.75%) NoSQL
6 16 (3.53%) Data Warehouse
6 16 (3.53%) SQL Server Integration Services
6 16 (3.53%) SQL Server Reporting Services
7 15 (3.31%) Power BI
8 14 (3.09%) MongoDB
9 12 (2.65%) Hadoop
9 12 (2.65%) Relational Database
9 12 (2.65%) SQL Server Analysis Services
10 11 (2.43%) Oracle Database 12c
11 8 (1.77%) MySQL
11 8 (1.77%) SQL Server 2016
12 7 (1.55%) Sybase ASE
13 6 (1.32%) PostgreSQL
14 5 (1.10%) Data Mining
14 5 (1.10%) MariaDB
Development Applications
1 36 (7.95%) Jenkins
2 21 (4.64%) JIRA
3 17 (3.75%) Git (software)
4 16 (3.53%) Selenium
5 10 (2.21%) LabVIEW
6 7 (1.55%) Cucumber
7 6 (1.32%) SoapUI
7 6 (1.32%) Team Foundation Server
8 4 (0.88%) Axure RP
8 4 (0.88%) Balsamiq Mockups
8 4 (0.88%) VersionOne
9 3 (0.66%) SpecFlow
9 3 (0.66%) TeamCity
9 3 (0.66%) Visual Studio
9 3 (0.66%) WebDriver
10 2 (0.44%) JMeter
10 2 (0.44%) jMock
10 2 (0.44%) JUnit
11 1 (0.22%) LINQPad
11 1 (0.22%) Oracle APEX
General
1 88 (19.43%) Finance
2 41 (9.05%) Retail
3 38 (8.39%) Advertising
4 25 (5.52%) Marketing
5 12 (2.65%) Telecoms
6 6 (1.32%) Back Office
6 6 (1.32%) Electronics
7 5 (1.10%) Billing
8 4 (0.88%) Manufacturing
8 4 (0.88%) Multimedia
9 1 (0.22%) Aerospace
9 1 (0.22%) Games
9 1 (0.22%) Military
Job Titles
1 82 (18.10%) Analyst
1 82 (18.10%) Developer
2 47 (10.38%) Product Manager
3 29 (6.40%) Network Engineer
4 26 (5.74%) Security Engineer
5 25 (5.52%) Architect
6 23 (5.08%) .NET Developer
7 20 (4.42%) Senior Network Engineer
8 19 (4.19%) Infrastructure Engineer
8 19 (4.19%) Senior Manager
8 19 (4.19%) Windows Engineer
9 18 (3.97%) Junior
9 18 (3.97%) Transformation Manager
10 17 (3.75%) Software Developer
10 17 (3.75%) Systems Engineer
11 16 (3.53%) SQL Developer
12 15 (3.31%) Business Analyst
12 15 (3.31%) SQL Analyst
13 14 (3.09%) C# Developer
14 13 (2.87%) Junior Developer
Libraries, Frameworks & Software Standards
1 82 (18.10%) HTML
2 72 (15.89%) XML
3 45 (9.93%) .NET
4 31 (6.84%) Web Services
5 30 (6.62%) AngularJS
6 26 (5.74%) CSS
7 22 (4.86%) SOAP
7 22 (4.86%) Spring
8 18 (3.97%) RabbitMQ
9 17 (3.75%) WSDL
10 16 (3.53%) HTML5
11 15 (3.31%) XSD
12 14 (3.09%) Middleware
13 13 (2.87%) JSP
14 12 (2.65%) REST
14 12 (2.65%) RESTful
15 11 (2.43%) 802.1X
15 11 (2.43%) J2EE
16 10 (2.21%) Apache Camel
16 10 (2.21%) JSON
Miscellaneous
1 54 (11.92%) Computer Science
2 51 (11.26%) Self-Motivation
3 50 (11.04%) Management Information System
4 49 (10.82%) Data Centre
5 37 (8.17%) User Experience
6 21 (4.64%) Minimum Viable Product
7 13 (2.87%) Security Operations Centre
8 12 (2.65%) Algorithms
9 10 (2.21%) Acoustics
9 10 (2.21%) Analytical Mindset
10 9 (1.99%) HP Storage
11 7 (1.55%) Public Cloud
12 6 (1.32%) Mobile App
13 5 (1.10%) Data Structures
13 5 (1.10%) Reference Data
14 4 (0.88%) Optoelectronics
14 4 (0.88%) Spread Betting
14 4 (0.88%) Virtual Team
15 3 (0.66%) Client/Server
15 3 (0.66%) Robotics
Operating Systems
1 63 (13.91%) Linux
2 52 (11.48%) Windows
3 33 (7.28%) Windows Server
4 31 (6.84%) Unix
5 9 (1.99%) HPUX
6 7 (1.55%) Mac OS X
7 4 (0.88%) Android
8 3 (0.66%) Apple iOS
8 3 (0.66%) CentOS
9 2 (0.44%) Windows 7
Processes & Methodologies
1 233 (51.43%) Problem-Solving
2 110 (24.28%) Agile Software Development
3 63 (13.91%) E-Commerce
4 60 (13.25%) DevOps
5 56 (12.36%) Project Management
6 46 (10.15%) ITIL
7 41 (9.05%) Business Intelligence
8 40 (8.83%) Product Management
9 38 (8.39%) Coaching
10 37 (8.17%) Analytics
11 34 (7.51%) SDLC
11 34 (7.51%) Software Engineering
12 31 (6.84%) Business Analysis
12 31 (6.84%) Mathematics
13 30 (6.62%) Mentoring
14 28 (6.18%) Test Automation
15 27 (5.96%) Continuous Integration
15 27 (5.96%) Scrum
16 26 (5.74%) Migration
17 25 (5.52%) SOA
Programming Languages
1 134 (29.58%) SQL
2 56 (12.36%) Python
3 49 (10.82%) C#
4 45 (9.93%) JavaScript
5 43 (9.49%) Java
6 33 (7.28%) PowerShell
7 21 (4.64%) T-SQL
8 18 (3.97%) R
8 18 (3.97%) TypeScript
9 16 (3.53%) PL/SQL
10 12 (2.65%) C++
11 11 (2.43%) VBA
12 10 (2.21%) MATLAB
13 7 (1.55%) C
14 6 (1.32%) Ruby
14 6 (1.32%) Shell Script
15 4 (0.88%) XPath
15 4 (0.88%) XQuery
16 3 (0.66%) Apex Code
16 3 (0.66%) SOQL
Qualifications
1 137 (30.24%) Degree
2 32 (7.06%) Computer Science Degree
3 22 (4.86%) ITIL Certification
4 16 (3.53%) Microsoft Certification
5 14 (3.09%) MCSA
6 12 (2.65%) Cisco Certification
6 12 (2.65%) MCSE
6 12 (2.65%) PhD
7 11 (2.43%) MCITP
8 9 (1.99%) CCNP
9 8 (1.77%) CISA
9 8 (1.77%) CISSP
10 7 (1.55%) CISM
10 7 (1.55%) GCIA
10 7 (1.55%) GCIH
10 7 (1.55%) GSEC
10 7 (1.55%) Security Cleared
10 7 (1.55%) SSCP
11 6 (1.32%) PRINCE2 Practitioner
11 6 (1.32%) SC Cleared
Quality Assurance & Compliance
1 26 (5.74%) Data Quality
2 22 (4.86%) ISO/IEC 27001
2 22 (4.86%) QA
3 14 (3.09%) PCI DSS
4 10 (2.21%) GCP
4 10 (2.21%) PMO
5 8 (1.77%) SLA
6 4 (0.88%) GDPR
7 2 (0.44%) COBIT
7 2 (0.44%) GxP
7 2 (0.44%) Sarbanes-Oxley
8 1 (0.22%) Def Stans
System Software
1 28 (6.18%) VMware Infrastructure
2 14 (3.09%) Firmware
3 11 (2.43%) Xen
4 10 (2.21%) VMware NSX
5 9 (1.99%) VMware ESXi
6 8 (1.77%) vSphere
7 6 (1.32%) Active Directory
7 6 (1.32%) Hyper-V
8 5 (1.10%) Docker
Systems Management
1 31 (6.84%) Opscode Chef
1 31 (6.84%) Puppet
2 23 (5.08%) Ansible
3 13 (2.87%) Consul
3 13 (2.87%) Graphite
4 10 (2.21%) Terraform
4 10 (2.21%) vCenter Server
4 10 (2.21%) vRealize
5 9 (1.99%) HP Data Protector
6 8 (1.77%) SCCM
7 5 (1.10%) FortiGate
8 4 (0.88%) CA Service Virtualization
9 3 (0.66%) Kubernetes
10 2 (0.44%) Docker Swarm
11 1 (0.22%) HAProxy
11 1 (0.22%) Rancher
11 1 (0.22%) WSUS
11 1 (0.22%) ZABBIX
Vendors
1 86 (18.98%) Microsoft
2 79 (17.44%) VMware
3 68 (15.01%) Oracle
4 58 (12.80%) Citrix
5 56 (12.36%) Cisco
6 44 (9.71%) CheckPoint
7 39 (8.61%) Arista
8 38 (8.39%) F5
9 37 (8.17%) Palo Alto
10 34 (7.51%) Google
10 34 (7.51%) Tableau
11 32 (7.06%) Fortinet
12 21 (4.64%) Alteryx
13 14 (3.09%) Adobe
14 12 (2.65%) IBM
15 11 (2.43%) 3PAR
15 11 (2.43%) Juniper
15 11 (2.43%) MicroStrategy
15 11 (2.43%) Riverbed
15 11 (2.43%) Teradata