The following table provides summary statistics for permanent job vacancies advertised in Hertfordshire with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
East of England / Hertfordshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 100 77 127
Rank change year-on-year -23 +50  
Permanent jobs citing Data Analysis 49 67 48
As % of all permanent IT jobs advertised in Hertfordshire 2.35% 2.95% 1.67%
As % of the Processes & Methodologies category 2.68% 3.38% 1.94%
Number of salaries quoted 40 48 28
Median salary £32,500 £40,000 £34,500
Median salary % change year-on-year -18.75% +15.94%  
90% offered a salary of more than £27,500 £27,500 £32,500
10% offered a salary of more than £40,000 £55,000 £55,000
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +6.66%  

Data Analysis 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 1827 1980 2480
As % of all permanent IT job vacancies advertised in Hertfordshire 87.75% 87.22% 86.20%
Number of salaries quoted 1549 1622 1961
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £32,500 £33,500 £31,000
10% offered a salary of more than £70,000 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in Hertfordshire

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

Job vacancy trend for Data Analysis in Hertfordshire

Data Analysis
Salary Trend in Hertfordshire

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

Salary trend for Data Analysis in Hertfordshire

Data Analysis
Salary Histogram in Hertfordshire

The salary distribution of IT jobs citing Data Analysis in Hertfordshire over the 3 months to 25 June 2017.

Salary histogram for Data Analysis in Hertfordshire

Data Analysis
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 Analysis within the Hertfordshire region over the 3 months to 25 June 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
Borehamwood 0 19 £35,000 +2.94% 1
Watford +2 16 £32,500 -45.83% 1
Welwyn Garden City +5 7 £30,125 -41.21% 2
Broxbourne -1 7 £39,000 -2.50%
Cheshunt - 6 £27,500 -
Stevenage +17 3 - -
Letchworth - 1 - - 1
Data Analysis
East of England

For the 6 months to 25 June 2017, IT jobs citing Data Analysis 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 Analysis.

1 40 (38.83%) Degree
2 32 (31.07%) Telecoms
2 32 (31.07%) Physics
3 29 (28.16%) SDLC
4 26 (25.24%) Signal Processing
4 26 (25.24%) Data Acquisition
4 26 (25.24%) C++
4 26 (25.24%) Microsoft Excel
4 26 (25.24%) Computer Science
4 26 (25.24%) LabVIEW
5 24 (23.30%) Analytical Skills
6 21 (20.39%) Windows
6 21 (20.39%) SQL
7 18 (17.48%) OO
7 18 (17.48%) Agile Software Development
8 17 (16.50%) PhD
9 15 (14.56%) OOD
9 15 (14.56%) Visual Studio
9 15 (14.56%) Web Development
9 15 (14.56%) Software Engineering
9 15 (14.56%) Microsoft PowerPoint
9 15 (14.56%) Image Processing
9 15 (14.56%) Computer Science Degree
10 14 (13.59%) MATLAB
11 13 (12.62%) Microsoft
11 13 (12.62%) Marketing
11 13 (12.62%) Finance
12 12 (11.65%) Business Intelligence
12 12 (11.65%) C#
12 12 (11.65%) ITIL

Data Analysis
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 3 (2.91%) BizTalk Server
1 3 (2.91%) SAS
2 2 (1.94%) SharePoint
Applications
1 26 (25.24%) Microsoft Excel
2 15 (14.56%) Microsoft PowerPoint
3 9 (8.74%) Microsoft Office
4 5 (4.85%) MS Visio
Cloud Services
1 3 (2.91%) G Suite
1 3 (2.91%) Microsoft Azure
Database & Business Intelligence
1 7 (6.80%) SQL Server Reporting Services
2 6 (5.83%) Data Warehouse
2 6 (5.83%) SQL Server
2 6 (5.83%) SQL Server Integration Services
3 3 (2.91%) MS Access
3 3 (2.91%) QlikView
3 3 (2.91%) Relational Database
3 3 (2.91%) SQL Server 2016
4 2 (1.94%) Adabas
4 2 (1.94%) BusinessObjects
4 2 (1.94%) Qlik Sense
Development Applications
1 26 (25.24%) LabVIEW
2 15 (14.56%) Visual Studio
3 6 (5.83%) Oracle Forms
3 6 (5.83%) PowerBuilder
4 3 (2.91%) Octopus Deploy
4 3 (2.91%) Rational DOORS
4 3 (2.91%) Talend Open Studio
General
1 32 (31.07%) Telecoms
2 13 (12.62%) Finance
2 13 (12.62%) Marketing
3 10 (9.71%) Retail
4 9 (8.74%) Aerospace
5 7 (6.80%) Games
6 6 (5.83%) Manufacturing
7 3 (2.91%) Advertising
8 2 (1.94%) Legal
Job Titles
1 29 (28.16%) Analyst
2 25 (24.27%) Developer
3 22 (21.36%) Software Developer
4 15 (14.56%) C++ Developer
4 15 (14.56%) C++ Software Developer
5 11 (10.68%) MATLAB Engineer
5 11 (10.68%) Process Engineer
6 8 (7.77%) Test Engineer
7 7 (6.80%) Business Analyst
7 7 (6.80%) Data Analyst
8 6 (5.83%) Consultant
8 6 (5.83%) IT Manager
9 4 (3.88%) Business Data Analyst
9 4 (3.88%) Data Business Analyst
9 4 (3.88%) Quality Manager
9 4 (3.88%) SQL Analyst
9 4 (3.88%) SQL Data Analyst
10 3 (2.91%) Analytics Manager
10 3 (2.91%) Data Migration Consultant
10 3 (2.91%) PPC Executive
Libraries, Frameworks & Software Standards
1 7 (6.80%) .NET
2 6 (5.83%) HTML
3 4 (3.88%) ASP.NET
4 3 (2.91%) AngularJS
4 3 (2.91%) ASP.NET MVC
4 3 (2.91%) CSS
4 3 (2.91%) IBM Integration Bus
4 3 (2.91%) Middleware
4 3 (2.91%) React
4 3 (2.91%) Twitter Bootstrap
5 2 (1.94%) SAP XI
Miscellaneous
1 26 (25.24%) Computer Science
2 24 (23.30%) Analytical Skills
3 12 (11.65%) FMCG
4 11 (10.68%) Algorithms
5 8 (7.77%) User Experience
6 7 (6.80%) Management Information System
7 6 (5.83%) Virtual Team
8 3 (2.91%) Greenfield Project
9 1 (0.97%) Smart Energy
Operating Systems
1 21 (20.39%) Windows
2 3 (2.91%) Windows 7
2 3 (2.91%) Windows 8
Processes & Methodologies
1 32 (31.07%) Physics
2 29 (28.16%) SDLC
3 26 (25.24%) Data Acquisition
3 26 (25.24%) Signal Processing
4 18 (17.48%) Agile Software Development
4 18 (17.48%) OO
5 15 (14.56%) Image Processing
5 15 (14.56%) OOD
5 15 (14.56%) Software Engineering
5 15 (14.56%) Web Development
6 12 (11.65%) Business Intelligence
6 12 (11.65%) ITIL
6 12 (11.65%) Mathematics
7 11 (10.68%) Machine Learning
8 10 (9.71%) Validation
9 8 (7.77%) Actionable Insight
9 8 (7.77%) ETL
9 8 (7.77%) Marketing Strategy
9 8 (7.77%) Time Management
10 7 (6.80%) Continuous Improvement
Programming Languages
1 26 (25.24%) C++
2 21 (20.39%) SQL
3 14 (13.59%) MATLAB
4 12 (11.65%) C#
5 9 (8.74%) JavaScript
6 6 (5.83%) PL/SQL
6 6 (5.83%) Progress 4GL
7 3 (2.91%) Java
7 3 (2.91%) Python
7 3 (2.91%) R
7 3 (2.91%) T-SQL
7 3 (2.91%) VB.NET
8 1 (0.97%) VB
Qualifications
1 40 (38.83%) Degree
2 17 (16.50%) PhD
3 15 (14.56%) Computer Science Degree
4 3 (2.91%) ITIL Certification
4 3 (2.91%) Numerate Degree
4 3 (2.91%) Security Cleared
5 2 (1.94%) CBAP
5 2 (1.94%) ISEB
Quality Assurance & Compliance
1 7 (6.80%) Data Quality
2 4 (3.88%) ISO 9001
2 4 (3.88%) ISO/IEC 27001
3 1 (0.97%) SLA
System Software
1 3 (2.91%) Active Directory
Vendors
1 13 (12.62%) Microsoft
2 8 (7.77%) Oracle
3 6 (5.83%) Ab Initio
3 6 (5.83%) Google
3 6 (5.83%) Progress
4 3 (2.91%) Atlassian
4 3 (2.91%) IBM
4 3 (2.91%) MuleSoft
4 3 (2.91%) SAP
4 3 (2.91%) Tableau
4 3 (2.91%) Talend
4 3 (2.91%) TIBCO
4 3 (2.91%) WSO2
5 1 (0.97%) Cognos
5 1 (0.97%) Remedy
Bishop's Stortford, Hertfordshire
TechNet IT Recruitment (Permanent)
Posted: 2 days ago
St. Albans, Hertfordshire
Net Recruit.co.uk Ltd
Salary: £22,000 - £29,000 DOE + Benefits
Posted: 3 days ago
Borehamwood, Hertfordshire
IT Connections
Salary: £35,000 to £45,000 + 20% Bonus
Posted: 2 days ago
Letchworth Garden City, Hertfordshire
*Willmott Dixon Holdings Limited
Posted: 26 days ago
Watford, Hertfordshire
Understanding Recruitment
Salary: £28000.00 - £35000.00 per annum + Benefits
Posted: 6 days ago
Welwyn Garden City
Tesco PLC
Salary: Competitive
Posted: 17 days ago