The table below looks at the statistics for Data Analytics skills in IT jobs advertised for the Hertfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Analytics over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Data Analytics
Rank 99 130 129
Rank change year-on-year
+31 -1
Permanent jobs citing Data Analytics 35 17 24
As % of all permanent IT jobs located in Hertfordshire 1.63% 0.78% 0.99%
As % of the Processes & Methodologies category 1.83% 0.92% 1.20%
Number of salaries quoted 18 13 23
Median salary £56,250 £60,000 £47,500
Median salary % change year-on-year
-6.25% +26.31%
90% offered a salary of more than £44,500 £40,500 £27,436
10% offered a salary of more than £77,250 £75,000 £57,000
UK excluding London median salary £50,000 £50,000 £47,500
% change year-on-year
- +5.26%
Data Analytics
East of England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Hertfordshire region.

Processes & Methodologies Category
Hertfordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1911 1851 1998
As % of all permanent IT jobs located in Hertfordshire 88.97% 84.52% 82.60%
Number of salaries quoted 1573 1535 1639
Median salary £50,000 £52,500 £50,000
Median salary % change year-on-year
-4.76% +5.00%
90% offered a salary of more than £30,000 £30,000 £32,000
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Analytics
Jobs Demand Trend in Hertfordshire

The demand trend of job ads across the Hertfordshire region citing Data Analytics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analytics Jobs Demand Trend in Hertfordshire

Data Analytics
Salary Trend in Hertfordshire

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

Data Analytics Salary Trend in Hertfordshire

Data Analytics
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing Data Analytics across the Hertfordshire region over the 3 months to 7 December 2016.

Data Analytics Salary Histogram in Hertfordshire

Data 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 Data Analytics within the Hertfordshire region over the 3 months to 7 December 2016. 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
(Click see detailed
statistics and trends)
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 - 17 £50,000 -
Watford -5 3 £75,000 +87.50%
Rickmansworth - 3 £82,500 -
Welwyn Garden City -2 2 £61,250 +2.08%
Hertford - 1 £37,500 -
Data Analytics
East of England

Data Analytics
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 7 December 2016, IT jobs citing Data 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 Data Analytics.

1 54 (100.00%) Analytics
2 32 (59.26%) Degree
2 32 (59.26%) SQL
3 28 (51.85%) SAS
4 26 (48.15%) Finance
5 23 (42.59%) Big Data
6 22 (40.74%) Business Intelligence
7 20 (37.04%) SQL Server
7 20 (37.04%) Analytical Skills
7 20 (37.04%) SQL Server Reporting Services
8 19 (35.19%) Java
8 19 (35.19%) Stakeholder Management
9 16 (29.63%) Python
10 15 (27.78%) Tableau
11 14 (25.93%) SQL Server Integration Services
11 14 (25.93%) T-SQL
11 14 (25.93%) Project Management
12 13 (24.07%) BusinessObjects
12 13 (24.07%) SPSS
12 13 (24.07%) VB.NET
12 13 (24.07%) .NET
12 13 (24.07%) C#
12 13 (24.07%) SAP
12 13 (24.07%) ETL
12 13 (24.07%) GIS
12 13 (24.07%) Programme Management
12 13 (24.07%) Resource Management
12 13 (24.07%) Hadoop
12 13 (24.07%) Visualisation
12 13 (24.07%) Data Visualisation

Data 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 28 (51.85%) SAS
2 1 (1.85%) JBoss
2 1 (1.85%) Tomcat
2 1 (1.85%) WebSphere
Applications
1 13 (24.07%) SPSS
2 6 (11.11%) MS Excel
Database & Business Intelligence
1 23 (42.59%) Big Data
2 20 (37.04%) SQL Server
2 20 (37.04%) SQL Server Reporting Services
3 14 (25.93%) SQL Server Integration Services
4 13 (24.07%) BusinessObjects
4 13 (24.07%) GIS
4 13 (24.07%) Hadoop
5 6 (11.11%) SAS EBI
5 6 (11.11%) SQL Server Analysis Services
6 5 (9.26%) Data Warehouse
7 4 (7.41%) Data Mining
8 3 (5.56%) NoSQL
9 2 (3.70%) Enterprise Data Warehouse
9 2 (3.70%) Oracle Database
9 2 (3.70%) QlikView
10 1 (1.85%) Neo4j
10 1 (1.85%) SQL Server 2012
10 1 (1.85%) SQL Server 2014
General
1 26 (48.15%) Finance
2 9 (16.67%) Legal
3 7 (12.96%) Marketing
4 6 (11.11%) Advertising
5 4 (7.41%) Banking
5 4 (7.41%) Manufacturing
5 4 (7.41%) Pharmaceutical
6 1 (1.85%) Retail
Job Titles
1 22 (40.74%) Technical Manager
2 18 (33.33%) Data Manager
3 17 (31.48%) Senior Manager
4 13 (24.07%) Analytics Manager
4 13 (24.07%) Data Analytics Manager
4 13 (24.07%) Fraud Manager
4 13 (24.07%) Senior Analytics Manager
4 13 (24.07%) Senior Technical Manager
5 10 (18.52%) Analyst
6 9 (16.67%) Systems Manager
7 8 (14.81%) Architect
8 7 (12.96%) Data Architect
9 6 (11.11%) Developer
9 6 (11.11%) Java Developer
9 6 (11.11%) Senior Architect
9 6 (11.11%) SQL Analyst
10 5 (9.26%) Senior Analyst
10 5 (9.26%) Senior Data Architect
11 4 (7.41%) Data Analyst
11 4 (7.41%) Software Manager
Libraries, Frameworks & Software Standards
1 13 (24.07%) .NET
2 2 (3.70%) Java EE
2 2 (3.70%) Spring
2 2 (3.70%) Struts
3 1 (1.85%) J2EE
3 1 (1.85%) RabbitMQ
Miscellaneous
1 20 (37.04%) Analytical Skills
2 13 (24.07%) Visualisation
3 2 (3.70%) SWIFT
4 1 (1.85%) Management Information System
Processes & Methodologies
1 54 (100.00%) Analytics
2 22 (40.74%) Business Intelligence
3 19 (35.19%) Stakeholder Management
4 14 (25.93%) Project Management
5 13 (24.07%) Anti-Money Laundering
5 13 (24.07%) Data Visualisation
5 13 (24.07%) ETL
5 13 (24.07%) Programme Management
5 13 (24.07%) Resource Management
6 9 (16.67%) Mentoring
7 8 (14.81%) Agile Software Development
7 8 (14.81%) CRM
7 8 (14.81%) Data Architecture
8 6 (11.11%) Budgeting and Forecasting
8 6 (11.11%) Business Analytics
8 6 (11.11%) TOGAF
8 6 (11.11%) Zachman Framework
9 5 (9.26%) Data Management
9 5 (9.26%) Data Modelling
10 4 (7.41%) Process Improvement
Programming Languages
1 32 (59.26%) SQL
2 19 (35.19%) Java
3 16 (29.63%) Python
4 14 (25.93%) T-SQL
5 13 (24.07%) C#
5 13 (24.07%) VB.NET
6 12 (22.22%) R
7 3 (5.56%) Scala
8 2 (3.70%) PL/SQL
Qualifications
1 32 (59.26%) Degree
2 2 (3.70%) CISA
2 2 (3.70%) QiCA
3 1 (1.85%) CISSP
Quality Assurance & Compliance
1 4 (7.41%) Data Quality
1 4 (7.41%) GMP
2 1 (1.85%) SLA
Vendors
1 15 (27.78%) Tableau
2 13 (24.07%) SAP
3 7 (12.96%) Oracle
4 6 (11.11%) Teradata
5 1 (1.85%) AppDynamics
5 1 (1.85%) Computacenter
5 1 (1.85%) New Relic
5 1 (1.85%) Remedy
5 1 (1.85%) Splunk
5 1 (1.85%) Sybase