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 3 months to 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Analytics
East of England / Hertfordshire
Rank 94 92 76
Rank change year-on-year -2 -16  
Permanent jobs citing Analytics 45 66 82
As % of all permanent IT jobs advertised in Hertfordshire 2.08% 2.61% 3.56%
As % of the Processes & Methodologies category 2.37% 3.02% 4.37%
Number of salaries quoted 33 57 62
Median salary £55,000 £50,000 £52,500
Median salary % change year-on-year +10.00% -4.76%  
90% offered a salary of more than £30,000 £36,000 £27,436
10% offered a salary of more than £75,000 £74,400 £79,700
UK excluding London median salary £45,000 £45,000 £44,367
% change year-on-year - +1.42%  

Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hertfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Hertfordshire
Permanent job vacancies with a requirement for process and methodology skills 1901 2187 1878
As % of all permanent IT job vacancies advertised in Hertfordshire 87.93% 86.37% 81.51%
Number of salaries quoted 1577 1755 1463
Median salary £48,500 £51,500 £50,000
Median salary % change year-on-year -5.82% +3.00%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £70,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Analytics
Job Vacancy Trend in Hertfordshire

The job posting trend of jobs advertised in Hertfordshire citing Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 22 March 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 3 months to 22 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
St Albans -1 14 £55,000 +115.68%
Watford -1 11 £40,750 -18.50% 2
Hatfield +22 4 £30,000 -44.44%
Bishop's Stortford - 4 £55,000 - 1
Welwyn Garden City 0 2 £63,379 -15.49%
Hemel Hempstead +3 1 £110,000 +131.57% 1
Borehamwood - 1 £45,000 -
Analytics
East of England

Analytics
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 22 March 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 58 (44.27%) Data Analytics
1 58 (44.27%) Analytical Skills
2 49 (37.40%) SQL
3 45 (34.35%) Finance
4 38 (29.01%) SQL Server
5 37 (28.24%) Degree
6 34 (25.95%) Business Intelligence
7 33 (25.19%) SAS
8 32 (24.43%) .NET
9 31 (23.66%) Marketing
9 31 (23.66%) SQL Server Reporting Services
10 29 (22.14%) C#
10 29 (22.14%) ETL
11 28 (21.37%) SQL Server Integration Services
11 28 (21.37%) Tableau
12 26 (19.85%) Python
13 25 (19.08%) R
13 25 (19.08%) Big Data
14 23 (17.56%) Project Management
15 22 (16.79%) Visualisation
15 22 (16.79%) QlikView
16 21 (16.03%) Google
16 21 (16.03%) Data Visualisation
16 21 (16.03%) Retail
16 21 (16.03%) SEO
17 20 (15.27%) JavaScript
17 20 (15.27%) T-SQL
17 20 (15.27%) Google Analytics
18 19 (14.50%) Data Warehouse
18 19 (14.50%) E-Commerce

Analytics
Top Related 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 33 (25.19%) SAS
2 16 (12.21%) CMS
3 2 (1.53%) Apache Spark
4 1 (0.76%) JBoss
4 1 (0.76%) Tomcat
4 1 (0.76%) WebSphere
4 1 (0.76%) WordPress
Applications
1 14 (10.69%) SPSS
2 8 (6.11%) MS Excel
3 2 (1.53%) Adobe Creative Suite
3 2 (1.53%) InDesign
4 1 (0.76%) MS Visio
Business Applications
1 2 (1.53%) HFM
1 2 (1.53%) Hyperion Planning
1 2 (1.53%) Oracle EBS R12
2 1 (0.76%) FastStats
2 1 (0.76%) Oracle EBS
2 1 (0.76%) Oracle Financials
2 1 (0.76%) Oracle General Ledger
2 1 (0.76%) Oracle Procure-to-Pay
Cloud Services
1 20 (15.27%) Google Analytics
2 12 (9.16%) Microsoft Azure
3 4 (3.05%) AdWords
4 3 (2.29%) SaaS
5 2 (1.53%) Adobe Analytics
5 2 (1.53%) Amazon AWS
5 2 (1.53%) Google Tag Manager
6 1 (0.76%) Amazon S3
Communications & Networking
1 3 (2.29%) Cisco ASA
1 3 (2.29%) HTTP
1 3 (2.29%) SSL
1 3 (2.29%) Wireless
Database & Business Intelligence
1 38 (29.01%) SQL Server
2 31 (23.66%) SQL Server Reporting Services
3 28 (21.37%) SQL Server Integration Services
4 25 (19.08%) Big Data
5 22 (16.79%) QlikView
6 19 (14.50%) Data Warehouse
7 14 (10.69%) BusinessObjects
7 14 (10.69%) Hadoop
8 12 (9.16%) GIS
9 8 (6.11%) SQL Server Analysis Services
10 6 (4.58%) SQL Server 2014
11 5 (3.82%) Enterprise Data Warehouse
12 3 (2.29%) DTS
12 3 (2.29%) Microsoft Analysis Services
12 3 (2.29%) OLAP Cube
12 3 (2.29%) Power BI
12 3 (2.29%) SAS EBI
12 3 (2.29%) SQL Server 2005
12 3 (2.29%) SQL Server 2012
12 3 (2.29%) SQL Server 2016
Development Applications
1 9 (6.87%) Git (software)
2 5 (3.82%) Subversion
3 4 (3.05%) TeamCity
4 3 (2.29%) CMake
4 3 (2.29%) JIRA
4 3 (2.29%) SQL Server Management Studio (SSMS)
5 2 (1.53%) Jenkins
6 1 (0.76%) Oracle Forms
General
1 45 (34.35%) Finance
2 31 (23.66%) Marketing
3 21 (16.03%) Retail
4 18 (13.74%) Legal
5 17 (12.98%) Advertising
6 11 (8.40%) Banking
6 11 (8.40%) Billing
7 4 (3.05%) Manufacturing
8 3 (2.29%) Electronics
9 2 (1.53%) Military
9 2 (1.53%) Publishing
10 1 (0.76%) Games
10 1 (0.76%) Pharmaceutical
10 1 (0.76%) Telecoms
Job Titles
1 24 (18.32%) Technical Manager
2 23 (17.56%) Architect
2 23 (17.56%) Data Manager
3 21 (16.03%) Developer
4 19 (14.50%) Analytics Manager
5 18 (13.74%) Data Analytics Manager
6 16 (12.21%) Analyst
6 16 (12.21%) Data Architect
6 16 (12.21%) Senior Manager
7 15 (11.45%) Senior Analytics Manager
8 12 (9.16%) C# Developer
8 12 (9.16%) Fraud Manager
8 12 (9.16%) Senior Technical Manager
9 11 (8.40%) Software Manager
10 10 (7.63%) .NET Developer
10 10 (7.63%) ASP.NET Developer
10 10 (7.63%) C# .NET Developer
10 10 (7.63%) C# ASP.NET Developer
10 10 (7.63%) Data Analyst
10 10 (7.63%) Systems Manager
Libraries, Frameworks & Software Standards
1 32 (24.43%) .NET
2 18 (13.74%) HTML
3 14 (10.69%) CSS
4 12 (9.16%) ASP.NET
4 12 (9.16%) ASP.NET MVC
5 11 (8.40%) AngularJS
6 8 (6.11%) CSS3
6 8 (6.11%) HTML5
7 6 (4.58%) Node.js
8 3 (2.29%) MDX
8 3 (2.29%) OAuth
8 3 (2.29%) REST
8 3 (2.29%) Ruby on Rails
8 3 (2.29%) Web Services
8 3 (2.29%) WebSockets
9 1 (0.76%) J2EE
9 1 (0.76%) RabbitMQ
Miscellaneous
1 58 (44.27%) Analytical Skills
2 13 (9.92%) Management Information System
3 12 (9.16%) Computer Science
4 8 (6.11%) Mobile App
5 4 (3.05%) Social Media
6 3 (2.29%) Data Centre
6 3 (2.29%) Smart Home
7 2 (1.53%) Biotechnology
7 2 (1.53%) Life Science
7 2 (1.53%) SWIFT
8 1 (0.76%) Algorithms
8 1 (0.76%) Credit Risk
8 1 (0.76%) Replication
Operating Systems
1 6 (4.58%) Linux
2 5 (3.82%) Windows
3 3 (2.29%) Unix
4 2 (1.53%) Mac OS
4 2 (1.53%) Windows Server
4 2 (1.53%) Windows Server 2012
Processes & Methodologies
1 58 (44.27%) Data Analytics
2 34 (25.95%) Business Intelligence
3 29 (22.14%) ETL
4 23 (17.56%) Project Management
5 22 (16.79%) Visualisation
6 21 (16.03%) Data Visualisation
6 21 (16.03%) SEO
7 19 (14.50%) E-Commerce
8 18 (13.74%) Stakeholder Management
9 17 (12.98%) Agile Software Development
9 17 (12.98%) Mentoring
10 16 (12.21%) Data Architecture
11 15 (11.45%) Data Modelling
11 15 (11.45%) Programme Management
11 15 (11.45%) TOGAF
12 14 (10.69%) Anti-Money Laundering
12 14 (10.69%) Resource Management
13 12 (9.16%) IT Strategy
13 12 (9.16%) MVC
14 11 (8.40%) CRM
Programming Languages
1 49 (37.40%) SQL
2 29 (22.14%) C#
3 26 (19.85%) Python
4 25 (19.08%) R
5 20 (15.27%) JavaScript
5 20 (15.27%) T-SQL
6 18 (13.74%) Java
7 17 (12.98%) VB.NET
8 3 (2.29%) MATLAB
8 3 (2.29%) Ruby
9 2 (1.53%) PowerShell
9 2 (1.53%) Shell Script
9 2 (1.53%) VBA
9 2 (1.53%) VBScript
10 1 (0.76%) PL/SQL
10 1 (0.76%) Scala
Qualifications
1 37 (28.24%) Degree
2 4 (3.05%) CISSP
3 3 (2.29%) GIAC
3 3 (2.29%) ISACA
3 3 (2.29%) SANS
Quality Assurance & Compliance
1 4 (3.05%) SLA
2 3 (2.29%) HMG Security Policy Framework
2 3 (2.29%) ISO/IEC 27001
2 3 (2.29%) PCI DSS
2 3 (2.29%) QA
3 2 (1.53%) PMO
System Software
1 3 (2.29%) Docker
1 3 (2.29%) Virtual Machines
2 2 (1.53%) VMware Infrastructure
Systems Management
1 3 (2.29%) QRadar
1 3 (2.29%) RSA Security Analytics
Vendors
1 28 (21.37%) Tableau
2 21 (16.03%) Google
3 17 (12.98%) Oracle
4 15 (11.45%) Teradata
5 14 (10.69%) Microsoft
5 14 (10.69%) SAP
6 8 (6.11%) Xamarin
7 4 (3.05%) Adobe
7 4 (3.05%) Computacenter
7 4 (3.05%) Facebook
7 4 (3.05%) Splunk
7 4 (3.05%) Twitter
8 3 (2.29%) CheckPoint
8 3 (2.29%) Cisco
8 3 (2.29%) Fortinet
8 3 (2.29%) IBM
8 3 (2.29%) Intel
8 3 (2.29%) Juniper
8 3 (2.29%) Sourcefire
8 3 (2.29%) Trend Micro
Hemel Hempstead, Hertfordshire
Churchill Frank
Salary: £75000 - £90000 per annum
Posted: 5 hours ago
Bishop's Stortford, Hertfordshire
Evolution Recruitment Solutions
Salary: up to 55k + benefits
Posted: 2 days ago
Hertfordshire
Logic Engagements Ltd
Posted: 5 days ago
Hertfordshire
Client Server
Salary: £30000 - £45000 per annum + bonus + benefits
Posted: 12 days ago
Watford
Mint
Salary: £50000 - £60000 per annum + Excellent
Posted: 9 days ago
Watford
Mint
Salary: £50000 - £57000 per annum + Excellent
Posted: 14 days ago
Kings Langley
Client Server
Salary: £40k to £45k + bonus + benefits
Posted: 19 days ago