Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Watford 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 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Hertfordshire > Watford
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 69 86 82
Rank change year-on-year +17 -4 +18
Permanent jobs citing Data Analysis 27 6 19
As % of all permanent IT jobs advertised in Watford 2.76% 0.57% 1.80%
As % of the Processes & Methodologies category 3.23% 0.65% 2.05%
Number of salaries quoted 39 6 19
Watford median annual salary £32,500 £62,500 £40,000
Median salary % change year-on-year -48.00% +56.25% -27.27%
10th Percentile £29,750 £57,500 £31,250
90th Percentile £37,500 £68,750 £52,500
Hertfordshire median annual salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +6.67% +15.38%

Data Analysis 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 Watford with a requirement for process or methodology skills.

All Process and Methodology Skills
Watford
Permanent vacancies with a requirement for process or methodology skills 836 930 926
As % of all permanent IT jobs advertised in Watford 85.57% 89.08% 87.52%
Number of salaries quoted 685 794 747
Watford median annual salary £50,000 £52,500 £47,500
Median salary % change year-on-year -4.76% +10.53% +5.56%
10th Percentile £30,000 £28,000 £26,750
90th Percentile £69,500 £75,000 £72,500
Hertfordshire median annual salary £47,500 £50,000 £47,500
% change year-on-year -5.00% +5.26% +2.15%

Data Analysis
Job Vacancy Trend in Watford

Job postings citing Data Analysis as a percentage of all IT jobs advertised in Watford.

Job vacancy trend for Data Analysis in Watford

Data Analysis
Salary Trend in Watford

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

Salary trend for Data Analysis in Watford

Data Analysis
Salary Histogram in Watford

The salary distribution of IT jobs citing Data Analysis in Watford over the 6 months to 21 November 2017.

Salary histogram for Data Analysis in Watford

For the 6 months to 21 November 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 Watford region with a requirement for Data Analysis.

1 14 (51.85%) C++
1 14 (51.85%) PhD
1 14 (51.85%) MATLAB
1 14 (51.85%) Telecoms
1 14 (51.85%) LabVIEW
1 14 (51.85%) Mathematics
1 14 (51.85%) Physics
1 14 (51.85%) Computer Science
1 14 (51.85%) Signal Processing
1 14 (51.85%) Machine Learning
1 14 (51.85%) Algorithms
1 14 (51.85%) Data Acquisition
2 12 (44.44%) Finite Element Analysis
3 7 (25.93%) Marketing
4 6 (22.22%) Degree
4 6 (22.22%) Google
4 6 (22.22%) Pay per click
4 6 (22.22%) Advertising
4 6 (22.22%) Online Marketing
4 6 (22.22%) Numerate Degree
5 4 (14.81%) SQL Server Integration Services
5 4 (14.81%) ETL
6 3 (11.11%) Business Intelligence
6 3 (11.11%) BusinessObjects
6 3 (11.11%) Microsoft Excel
6 3 (11.11%) SQL
6 3 (11.11%) Benchmarking
6 3 (11.11%) Business Analysis
6 3 (11.11%) Orchard
6 3 (11.11%) Digital Marketing

Data Analysis
Co-occurring IT Skills in Watford 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:

Applications
1 3 (11.11%) Microsoft Excel
Business Applications
1 3 (11.11%) Orchard Housing
Communications & Networking
1 1 (3.70%) Firewall
1 1 (3.70%) MPLS
1 1 (3.70%) VPN
Database & Business Intelligence
1 4 (14.81%) SQL Server Integration Services
2 3 (11.11%) BusinessObjects
3 1 (3.70%) Adabas
3 1 (3.70%) SQL Server
Development Applications
1 14 (51.85%) LabVIEW
2 3 (11.11%) SQL Server Management Studio (SSMS)
3 1 (3.70%) Talend Open Studio
General
1 14 (51.85%) Telecoms
2 7 (25.93%) Marketing
3 6 (22.22%) Advertising
4 1 (3.70%) Automotive
Job Titles
1 14 (51.85%) MATLAB Engineer
1 14 (51.85%) Process Engineer
2 6 (22.22%) Marketing Executive
3 3 (11.11%) Analyst
3 3 (11.11%) Business Improvement Analyst
3 3 (11.11%) Graduate
3 3 (11.11%) PPC Executive
4 2 (7.41%) Business IT Analyst
4 2 (7.41%) IT Analyst
5 1 (3.70%) Business Development Manager
5 1 (3.70%) Business Manager
5 1 (3.70%) Consultant
5 1 (3.70%) Data Consultant
5 1 (3.70%) Data Migration Consultant
5 1 (3.70%) Development Manager
5 1 (3.70%) Head of Infrastructure
5 1 (3.70%) Head of Production
5 1 (3.70%) Infrastructure Engineer
5 1 (3.70%) Migration Consultant
5 1 (3.70%) Senior Infrastructure Engineer
Miscellaneous
1 14 (51.85%) Algorithms
1 14 (51.85%) Computer Science
2 2 (7.41%) Management Information System
2 2 (7.41%) Replication
3 1 (3.70%) Analytical Skills
Operating Systems
1 2 (7.41%) Linux
Processes & Methodologies
1 14 (51.85%) Data Acquisition
1 14 (51.85%) Machine Learning
1 14 (51.85%) Mathematics
1 14 (51.85%) Physics
1 14 (51.85%) Signal Processing
2 12 (44.44%) Finite Element Analysis
3 6 (22.22%) Online Marketing
3 6 (22.22%) Pay per click
4 4 (14.81%) ETL
5 3 (11.11%) Benchmarking
5 3 (11.11%) Business Analysis
5 3 (11.11%) Business Intelligence
5 3 (11.11%) Business Process Analysis
5 3 (11.11%) Digital Marketing
5 3 (11.11%) Process Improvement
5 3 (11.11%) Regulatory Compliance
6 2 (7.41%) BCP
6 2 (7.41%) Continuous Improvement
6 2 (7.41%) Data Management
6 2 (7.41%) Risk Analysis
Programming Languages
1 14 (51.85%) C++
1 14 (51.85%) MATLAB
2 3 (11.11%) SQL
Qualifications
1 14 (51.85%) PhD
2 6 (22.22%) Degree
2 6 (22.22%) Numerate Degree
3 2 (7.41%) VMware Certified Professional (VCP)
4 1 (3.70%) Security Cleared
Quality Assurance & Compliance
1 1 (3.70%) Data Quality
System Software
1 1 (3.70%) VMware Infrastructure
1 1 (3.70%) vSphere
Vendors
1 6 (22.22%) Google
2 3 (11.11%) Orchard
3 2 (7.41%) Microsoft
3 2 (7.41%) Veeam
3 2 (7.41%) VMware
4 1 (3.70%) Oracle
4 1 (3.70%) Sybase
4 1 (3.70%) Talend