Period
to 19 May 2019

The following table provides summary statistics for permanent job vacancies advertised in Nottingham with a requirement for Validation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Validation over the 6 months to 19 May 2019 with a comparison to the same period in the previous 2 years.

Validation
Nottinghamshire > Nottingham
6 months to
19 May 2019
Same period 2018 Same period 2017
Rank 100 118 128
Rank change year-on-year +18 +10 -6
Permanent jobs citing Validation 7 4 3
As % of all permanent IT jobs advertised in Nottingham 0.63% 0.27% 0.17%
As % of the Processes & Methodologies category 0.68% 0.28% 0.19%
Number of salaries quoted 3 2 3
Nottingham median annual salary £62,500 £41,750 £40,000
Median salary % change year-on-year +49.70% +4.38% +6.67%
10th Percentile £33,750 £38,025 £36,500
90th Percentile £76,250 £44,075 £42,500
Nottinghamshire median annual salary £62,500 £41,750 £38,750
% change year-on-year +49.70% +7.74% +3.33%

Validation 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 Nottingham with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottingham
Permanent vacancies with a requirement for process or methodology skills 1,028 1,414 1,587
As % of all permanent IT jobs advertised in Nottingham 92.95% 94.52% 90.07%
Number of salaries quoted 850 1,187 1,341
Nottingham median annual salary £45,000 £44,000 £45,000
Median salary % change year-on-year +2.27% -2.22% +12.50%
10th Percentile £26,750 £26,250 £27,500
90th Percentile £70,000 £68,000 £67,625
Nottinghamshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Validation
Job Vacancy Trend in Nottingham

Job postings citing Validation as a percentage of all IT jobs advertised in Nottingham.

Job vacancy trend for Validation in Nottingham

Validation
Salary Trend in Nottingham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Validation in Nottingham.

Salary trend for Validation in Nottingham

Validation
Salary Histogram in Nottingham

The salary distribution of IT jobs citing Validation in Nottingham over the 6 months to 19 May 2019.

Salary histogram for Validation in Nottingham

For the 6 months to 19 May 2019, IT jobs citing Validation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Nottingham region with a requirement for Validation.

1 4 (57.14%) Ethernet
2 3 (42.86%) RAD
2 3 (42.86%) C
2 3 (42.86%) Embedded C
2 3 (42.86%) Electronics
2 3 (42.86%) Software Engineering
2 3 (42.86%) RS-232
2 3 (42.86%) RS-485
3 2 (28.57%) Anomaly Detection
3 2 (28.57%) Bayesian Methods
3 2 (28.57%) XGBoost
3 2 (28.57%) Decision Tree
3 2 (28.57%) Data Science
3 2 (28.57%) Naive Bayes
3 2 (28.57%) Support Vector Machines
3 2 (28.57%) Smart Meter
3 2 (28.57%) Analytical Skills
3 2 (28.57%) Algorithms
3 2 (28.57%) Linear Regression
3 2 (28.57%) scikit-learn
3 2 (28.57%) Data Engineering
3 2 (28.57%) TensorFlow
3 2 (28.57%) R
3 2 (28.57%) Natural Language Processing
3 2 (28.57%) Machine Learning
3 2 (28.57%) Data Analytics
3 2 (28.57%) Analytics
3 2 (28.57%) Deep Learning
3 2 (28.57%) Propensity Modelling
3 2 (28.57%) Statistics

Validation
Co-occurring IT Skills in Nottingham 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 1 (14.29%) IBM Notes
Applications
1 1 (14.29%) Microsoft Office
Communications & Networking
1 4 (57.14%) Ethernet
2 3 (42.86%) RS-232
2 3 (42.86%) RS-485
3 1 (14.29%) Internet
3 1 (14.29%) TCP/IP
3 1 (14.29%) Wireless
General
1 3 (42.86%) Electronics
2 1 (14.29%) Billing
2 1 (14.29%) Finance
2 1 (14.29%) Marketing
Job Titles
1 3 (42.86%) Embedded Engineer
1 3 (42.86%) Embedded Software Engineer
1 3 (42.86%) Software Engineer
2 2 (28.57%) Data Scientist
3 1 (14.29%) Desktop Engineer
3 1 (14.29%) Desktop Support
3 1 (14.29%) Desktop Support Engineer
3 1 (14.29%) Developer
3 1 (14.29%) Senior Embedded Software Engineer
3 1 (14.29%) Senior Software Engineer
3 1 (14.29%) Support Engineer
Libraries, Frameworks & Software Standards
1 2 (28.57%) Natural Language Processing
1 2 (28.57%) scikit-learn
1 2 (28.57%) TensorFlow
1 2 (28.57%) XGBoost
2 1 (14.29%) JSON
Miscellaneous
1 2 (28.57%) Algorithms
1 2 (28.57%) Analytical Skills
1 2 (28.57%) Smart Meter
2 1 (14.29%) Blackberry
2 1 (14.29%) Client/Server
2 1 (14.29%) Management Information System
Operating Systems
1 2 (28.57%) Windows
2 1 (14.29%) Apple iOS
2 1 (14.29%) Windows 7
Processes & Methodologies
1 3 (42.86%) RAD
1 3 (42.86%) Software Engineering
2 2 (28.57%) Analytics
2 2 (28.57%) Computer Science
2 2 (28.57%) Data Analytics
2 2 (28.57%) Data Engineering
2 2 (28.57%) Data Modelling
2 2 (28.57%) Data Science
2 2 (28.57%) Decision Tree
2 2 (28.57%) Deep Learning
2 2 (28.57%) ETL
2 2 (28.57%) Linear Regression
2 2 (28.57%) Logistic Regression
2 2 (28.57%) Machine Learning
2 2 (28.57%) Mathematics
2 2 (28.57%) Naive Bayes
2 2 (28.57%) Physics
2 2 (28.57%) Propensity Modelling
2 2 (28.57%) Statistics
2 2 (28.57%) Support Vector Machines
Programming Languages
1 3 (42.86%) C
1 3 (42.86%) Embedded C
2 2 (28.57%) Python
2 2 (28.57%) R
2 2 (28.57%) SQL
3 1 (14.29%) Java
Qualifications
1 2 (28.57%) PhD
2 1 (14.29%) A+ Certification
2 1 (14.29%) ACDT
2 1 (14.29%) ACHDS
2 1 (14.29%) ACTC
2 1 (14.29%) Degree
2 1 (14.29%) MCDST
2 1 (14.29%) MCP
2 1 (14.29%) MCSA
2 1 (14.29%) MCSE
2 1 (14.29%) MCSM
2 1 (14.29%) Microsoft Certification
2 1 (14.29%) Network+ Certification
System Software
1 1 (14.29%) Active Directory
1 1 (14.29%) Virtual Servers
Vendors
1 1 (14.29%) Apple
1 1 (14.29%) Citrix
1 1 (14.29%) Lotus
1 1 (14.29%) Oracle