Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Analytics
East of England > Hertfordshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 109 81 72
Rank change year-on-year -28 -9 +24
Permanent jobs citing Analytics 118 155 203
As % of all permanent IT jobs advertised in Hertfordshire 2.68% 3.46% 3.78%
As % of the Processes & Methodologies category 3.17% 3.93% 4.32%
Number of salaries quoted 112 92 180
Hertfordshire median annual salary £47,000 £50,000 £46,250
Median salary % change year-on-year -6.00% +8.11% -2.63%
10th Percentile £22,000 £27,500 £22,500
90th Percentile £72,500 £77,500 £62,500
East of England median annual salary £47,000 £50,000 £45,000
% change year-on-year -6.00% +11.11% -

Analytics is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Hertfordshire
Permanent vacancies with a requirement for process or methodology skills 3727 3940 4701
As % of all permanent IT jobs advertised in Hertfordshire 84.63% 88.04% 87.44%
Number of salaries quoted 3135 3249 3831
Hertfordshire median annual salary £47,500 £50,000 £47,500
Median salary % change year-on-year -5.00% +5.26% +3.26%
10th Percentile £28,500 £27,500 £26,750
90th Percentile £71,250 £72,500 £71,250
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +4.65%

Analytics
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Analytics in Hertfordshire

Analytics
Salary Trend in Hertfordshire

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

Salary trend for Analytics in Hertfordshire

Analytics
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Analytics in Hertfordshire over the 6 months to 23 November 2017.

Salary histogram for Analytics in Hertfordshire

Analytics
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Hertfordshire region over the 6 months to 23 November 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 +2 41 £37,500 +4.17% 3
St Albans -13 16 £50,000 - 1
Hemel Hempstead +8 13 £31,250 -16.67% 3
Borehamwood -8 10 £47,000 +4.44% 1
Hatfield -20 8 £60,000 +71.43% 3
Welwyn Garden City -4 4 £52,500 -12.50% 1
Radlett - 3 £42,500 -
Welwyn -6 2 £47,500 +14.46%
Analytics
East of England

For the 6 months to 23 November 2017, IT jobs citing Analytics 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 Analytics.

1 42 (35.59%) E-Commerce
2 41 (34.75%) SQL
3 39 (33.05%) Marketing
4 34 (28.81%) Analytical Skills
5 33 (27.97%) Business Intelligence
5 33 (27.97%) Retail
6 31 (26.27%) Google
7 30 (25.42%) HTML
8 29 (24.58%) SEO
9 28 (23.73%) Data Analytics
9 28 (23.73%) Google Analytics
10 25 (21.19%) Java
11 21 (17.80%) Microsoft
12 20 (16.95%) Tableau
13 19 (16.10%) C#
13 19 (16.10%) .NET
14 18 (15.25%) SIEM
14 18 (15.25%) Network Security
15 17 (14.41%) Digital Marketing
15 17 (14.41%) SQL Server
16 16 (13.56%) SAS
16 16 (13.56%) Web Analytics
17 14 (11.86%) QlikView
17 14 (11.86%) Big Data
17 14 (11.86%) Oracle
17 14 (11.86%) User Experience
18 13 (11.02%) Two-Factor Authentication
18 13 (11.02%) Multi-Factor Authentication
18 13 (11.02%) DNS
18 13 (11.02%) Cisco

Analytics
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 16 (13.56%) SAS
2 8 (6.78%) Apache Spark
2 8 (6.78%) CMS
3 2 (1.69%) IIS
4 1 (0.85%) Adobe Experience Manager
Applications
1 12 (10.17%) Microsoft Excel
2 10 (8.47%) Microsoft Office
3 7 (5.93%) Photoshop
4 5 (4.24%) SPSS
5 3 (2.54%) Spreadsheet
Business Applications
1 5 (4.24%) Dynamics CRM
2 2 (1.69%) Epicor Tropos
2 2 (1.69%) NetSuite
3 1 (0.85%) Adobe Campaign
Cloud Services
1 28 (23.73%) Google Analytics
2 11 (9.32%) Akamai
3 7 (5.93%) Google Cloud Platform
4 6 (5.08%) Adobe Analytics
5 3 (2.54%) AdWords
6 2 (1.69%) SaaS
Communications & Networking
1 18 (15.25%) Network Security
2 13 (11.02%) BGP
2 13 (11.02%) Cisco ASA
2 13 (11.02%) DNS
2 13 (11.02%) Firewall
2 13 (11.02%) IPsec
2 13 (11.02%) MPLS
2 13 (11.02%) NetScaler
2 13 (11.02%) OSPF
2 13 (11.02%) VPN
3 11 (9.32%) HTTP
4 2 (1.69%) HTTPS
4 2 (1.69%) TCP/IP
Database & Business Intelligence
1 17 (14.41%) SQL Server
2 14 (11.86%) Big Data
2 14 (11.86%) QlikView
3 13 (11.02%) Hadoop
3 13 (11.02%) SQL Server Integration Services
3 13 (11.02%) SQL Server Reporting Services
4 11 (9.32%) Oracle Database
5 10 (8.47%) Oracle Database 10g
5 10 (8.47%) Oracle Database 11g
5 10 (8.47%) Oracle Database 12c
5 10 (8.47%) Oracle Exadata
5 10 (8.47%) RDBMS
5 10 (8.47%) Relational Database
6 9 (7.63%) Spotfire
7 8 (6.78%) Data Warehouse
8 7 (5.93%) Apache Cassandra
8 7 (5.93%) HBase
8 7 (5.93%) MongoDB
8 7 (5.93%) NoSQL
8 7 (5.93%) Sqoop
Development Applications
1 10 (8.47%) Oracle APEX
1 10 (8.47%) Subversion
2 3 (2.54%) Dreamweaver
3 1 (0.85%) Eclipse
3 1 (0.85%) JIRA
3 1 (0.85%) Talend Open Studio
General
1 39 (33.05%) Marketing
2 33 (27.97%) Retail
3 10 (8.47%) Automotive
3 10 (8.47%) Finance
3 10 (8.47%) Publishing
4 5 (4.24%) German Language
5 3 (2.54%) French Language
5 3 (2.54%) Manufacturing
6 1 (0.85%) Billing
6 1 (0.85%) Brand Awareness
6 1 (0.85%) Dutch Language
6 1 (0.85%) Games
6 1 (0.85%) Pharmaceutical
6 1 (0.85%) Telecoms
Job Titles
1 25 (21.19%) Analyst
1 25 (21.19%) Developer
2 13 (11.02%) Network Engineer
2 13 (11.02%) Network Security Engineer
2 13 (11.02%) Security Engineer
3 12 (10.17%) Senior Network Engineer
3 12 (10.17%) Senior Network Security Engineer
3 12 (10.17%) Senior Security Engineer
4 11 (9.32%) Firewall Engineer
4 11 (9.32%) Senior Firewall Engineer
5 10 (8.47%) DBA
5 10 (8.47%) Development DBA
5 10 (8.47%) Oracle DBA
5 10 (8.47%) Oracle Development DBA
6 8 (6.78%) Business Intelligence Developer
6 8 (6.78%) Data Analyst
6 8 (6.78%) SQL Developer
7 7 (5.93%) .NET Developer
7 7 (5.93%) Big Data Engineer
7 7 (5.93%) Data Engineer
Libraries, Frameworks & Software Standards
1 30 (25.42%) HTML
2 19 (16.10%) .NET
3 12 (10.17%) ASP.NET
3 12 (10.17%) CSS
4 10 (8.47%) Oracle GoldenGate
5 9 (7.63%) .NET Framework
6 7 (5.93%) ASP.NET MVC
7 3 (2.54%) jQuery
8 2 (1.69%) XML
9 1 (0.85%) JSP
Miscellaneous
1 34 (28.81%) Analytical Skills
2 14 (11.86%) User Experience
3 13 (11.02%) Data Centre
4 5 (4.24%) Augmented Reality
4 5 (4.24%) Management Information System
5 4 (3.39%) Greenfield Project
6 1 (0.85%) Social Media
Operating Systems
1 10 (8.47%) Linux
1 10 (8.47%) Unix
Processes & Methodologies
1 42 (35.59%) E-Commerce
2 33 (27.97%) Business Intelligence
3 29 (24.58%) SEO
4 28 (23.73%) Data Analytics
5 18 (15.25%) SIEM
6 17 (14.41%) Digital Marketing
7 16 (13.56%) Web Analytics
8 13 (11.02%) Multi-Factor Authentication
8 13 (11.02%) Two-Factor Authentication
8 13 (11.02%) Visualisation
9 11 (9.32%) Agile Software Development
10 10 (8.47%) Database Tuning
10 10 (8.47%) Logistics
10 10 (8.47%) Performance Tuning
10 10 (8.47%) Personalization
10 10 (8.47%) Server Building
10 10 (8.47%) Software Engineering
10 10 (8.47%) Stakeholder Management
11 9 (7.63%) Market Research
12 8 (6.78%) Migration
Programming Languages
1 41 (34.75%) SQL
2 25 (21.19%) Java
3 19 (16.10%) C#
4 12 (10.17%) JavaScript
4 12 (10.17%) PL/SQL
4 12 (10.17%) Python
5 10 (8.47%) Korn
6 7 (5.93%) Scala
7 6 (5.08%) T-SQL
8 5 (4.24%) VB.NET
9 4 (3.39%) SAS Macro
10 2 (1.69%) C++
10 2 (1.69%) PowerShell
Qualifications
1 11 (9.32%) Degree
2 5 (4.24%) CEH
2 5 (4.24%) CISSP
2 5 (4.24%) GCIH
2 5 (4.24%) GIAC
3 4 (3.39%) SAS Certification
4 1 (0.85%) Numerate Degree
Quality Assurance & Compliance
1 1 (0.85%) SLA
System Software
1 10 (8.47%) Oracle RAC
Systems Management
1 10 (8.47%) Data Guard
1 10 (8.47%) Oracle Enterprise Manager
1 10 (8.47%) Oracle RMAN
Vendors
1 31 (26.27%) Google
2 21 (17.80%) Microsoft
3 20 (16.95%) Tableau
4 14 (11.86%) Oracle
5 13 (11.02%) CheckPoint
5 13 (11.02%) Cisco
5 13 (11.02%) Citrix
5 13 (11.02%) Fortinet
5 13 (11.02%) Juniper
5 13 (11.02%) Palo Alto
6 11 (9.32%) Blue Coat
7 9 (7.63%) Adobe
8 7 (5.93%) SAP
9 6 (5.08%) TIBCO
10 5 (4.24%) Coremetrics
11 4 (3.39%) F5
12 2 (1.69%) Epicor
12 2 (1.69%) Facebook
12 2 (1.69%) Infor
12 2 (1.69%) Splunk