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 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Data Analytics
East of England / Hertfordshire
Rank 114 127 147
Rank change year-on-year
+13 +20
Permanent jobs citing Data Analytics 28 26 12
As % of all permanent IT jobs located in Hertfordshire 1.24% 1.01% 0.52%
As % of the Processes & Methodologies category 1.43% 1.18% 0.61%
Number of salaries quoted 18 23 10
Median salary £66,250 £60,000 £57,500
Median salary % change year-on-year
+10.41% +4.34%
UK excluding London median salary £45,000 £51,459 £47,500
% change year-on-year
-12.55% +8.33%

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
1959 2204 1958
As % of all permanent IT jobs located in Hertfordshire 86.87% 85.56% 84.18%
Number of salaries quoted 1638 1762 1531
Median salary £47,500 £51,000 £50,000
Median salary % change year-on-year
-6.86% +2.00%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £70,000 £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 27 February 2017.

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 27 February 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 +8 15 £55,000 +115.68%
Watford +5 5 £75,000 +87.50%
Hemel Hempstead - 1 £45,000 -
Welwyn Garden City - 1 £59,258 -
Data Analytics
East of England

Data Analytics
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 27 February 2017, 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 66 (100.00%) Analytics
2 43 (65.15%) SQL
3 39 (59.09%) Finance
4 34 (51.52%) Degree
5 33 (50.00%) Analytical Skills
5 33 (50.00%) SAS
6 28 (42.42%) Business Intelligence
6 28 (42.42%) SQL Server Reporting Services
7 26 (39.39%) Tableau
8 25 (37.88%) Big Data
9 23 (34.85%) Python
9 23 (34.85%) SQL Server
10 22 (33.33%) SQL Server Integration Services
11 21 (31.82%) QlikView
11 21 (31.82%) Visualisation
11 21 (31.82%) R
11 21 (31.82%) Data Visualisation
11 21 (31.82%) ETL
12 19 (28.79%) Java
13 16 (24.24%) C#
13 16 (24.24%) VB.NET
13 16 (24.24%) .NET
14 15 (22.73%) Stakeholder Management
14 15 (22.73%) Data Architecture
15 14 (21.21%) Hadoop
15 14 (21.21%) TOGAF
15 14 (21.21%) Teradata
15 14 (21.21%) T-SQL
15 14 (21.21%) Oracle
16 13 (19.70%) BusinessObjects

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 33 (50.00%) SAS
2 1 (1.52%) Apache Spark
2 1 (1.52%) JBoss
2 1 (1.52%) Tomcat
2 1 (1.52%) WebSphere
Applications
1 13 (19.70%) SPSS
2 6 (9.09%) MS Excel
Database & Business Intelligence
1 28 (42.42%) SQL Server Reporting Services
2 25 (37.88%) Big Data
3 23 (34.85%) SQL Server
4 22 (33.33%) SQL Server Integration Services
5 21 (31.82%) QlikView
6 14 (21.21%) Hadoop
7 13 (19.70%) BusinessObjects
7 13 (19.70%) GIS
8 12 (18.18%) Data Warehouse
9 6 (9.09%) SAS EBI
9 6 (9.09%) SQL Server Analysis Services
10 5 (7.58%) Enterprise Data Warehouse
11 2 (3.03%) Oracle Database
12 1 (1.52%) Data Mining
12 1 (1.52%) Neo4j
12 1 (1.52%) SQL Server 2012
12 1 (1.52%) SQL Server 2014
General
1 39 (59.09%) Finance
2 10 (15.15%) Advertising
2 10 (15.15%) Legal
3 8 (12.12%) Banking
4 6 (9.09%) Marketing
5 4 (6.06%) Manufacturing
5 4 (6.06%) Retail
6 1 (1.52%) Pharmaceutical
Job Titles
1 24 (36.36%) Data Manager
2 23 (34.85%) Technical Manager
3 20 (30.30%) Architect
4 19 (28.79%) Analytics Manager
4 19 (28.79%) Data Analytics Manager
5 16 (24.24%) Senior Analytics Manager
5 16 (24.24%) Senior Manager
6 14 (21.21%) Data Architect
7 13 (19.70%) Fraud Manager
7 13 (19.70%) Senior Technical Manager
8 11 (16.67%) Solutions Architect
9 10 (15.15%) Software Manager
9 10 (15.15%) Systems Manager
10 7 (10.61%) Analyst
11 6 (9.09%) Senior Architect
11 6 (9.09%) SQL Analyst
12 5 (7.58%) Senior Analyst
12 5 (7.58%) Senior Data Architect
13 4 (6.06%) Excel Analyst
13 4 (6.06%) IT Architect
Libraries, Frameworks & Software Standards
1 16 (24.24%) .NET
2 2 (3.03%) Java EE
2 2 (3.03%) Spring
2 2 (3.03%) Struts
3 1 (1.52%) CSS
3 1 (1.52%) HTML
3 1 (1.52%) J2EE
3 1 (1.52%) RabbitMQ
Miscellaneous
1 33 (50.00%) Analytical Skills
2 5 (7.58%) Computer Science
3 2 (3.03%) Biotechnology
3 2 (3.03%) SWIFT
4 1 (1.52%) Management Information System
Operating Systems
1 1 (1.52%) Unix
Processes & Methodologies
1 66 (100.00%) Analytics
2 28 (42.42%) Business Intelligence
3 21 (31.82%) Data Visualisation
3 21 (31.82%) ETL
3 21 (31.82%) Visualisation
4 15 (22.73%) Data Architecture
4 15 (22.73%) Stakeholder Management
5 14 (21.21%) TOGAF
6 13 (19.70%) Anti-Money Laundering
6 13 (19.70%) Mentoring
6 13 (19.70%) Programme Management
6 13 (19.70%) Project Management
6 13 (19.70%) Resource Management
7 11 (16.67%) Data Modelling
8 10 (15.15%) Zachman Framework
9 8 (12.12%) Agile Software Development
10 6 (9.09%) Budgeting and Forecasting
10 6 (9.09%) Business Analytics
10 6 (9.09%) CRM
10 6 (9.09%) Data Analysis
Programming Languages
1 43 (65.15%) SQL
2 23 (34.85%) Python
3 21 (31.82%) R
4 19 (28.79%) Java
5 16 (24.24%) C#
5 16 (24.24%) VB.NET
6 14 (21.21%) T-SQL
7 3 (4.55%) MATLAB
8 2 (3.03%) PL/SQL
Qualifications
1 34 (51.52%) Degree
2 2 (3.03%) CISA
2 2 (3.03%) QiCA
3 1 (1.52%) CISSP
Quality Assurance & Compliance
1 4 (6.06%) PMO
1 4 (6.06%) QA
2 1 (1.52%) SLA
Vendors
1 26 (39.39%) Tableau
2 14 (21.21%) Oracle
2 14 (21.21%) Teradata
3 13 (19.70%) SAP
4 3 (4.55%) Microsoft
4 3 (4.55%) Remedy
5 1 (1.52%) AppDynamics
5 1 (1.52%) Computacenter
5 1 (1.52%) New Relic
5 1 (1.52%) Splunk
5 1 (1.52%) Sybase