The table below looks at the statistics for Validation skills in IT jobs advertised for the Macclesfield region. Included is a guide to the salaries offered in IT jobs that have cited Validation over the 3 months to 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Validation
Rank 32 - 46
Rank change year-on-year
- 0
Permanent jobs citing Validation 1 0 1
As % of all permanent IT jobs located in Macclesfield 1.11% - 0.52%
As % of the Processes & Methodologies category 1.33% - 0.56%
Number of salaries quoted 1 0 0
Median salary £34,000 - -
UK excluding London median salary £42,500 £40,000 £41,674
% change year-on-year
+6.25% -4.01%
Validation
Cheshire

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

Processes & Methodologies Category
Macclesfield
Permanent IT job ads with a match in the
Processes & Methodologies category
75 52 177
As % of all permanent IT jobs located in Macclesfield 83.33% 83.87% 91.71%
Number of salaries quoted 72 45 166
Median salary £34,000 £37,500 £40,000
Median salary % change year-on-year
-9.33% -6.25%
90% offered a salary of more than £27,500 £30,000 £29,000
10% offered a salary of more than £60,000 £55,000 £80,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Validation
Jobs Demand Trend in Macclesfield

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

Validation Jobs Demand Trend in Macclesfield

Validation
Salary Trend in Macclesfield

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

Validation Salary Trend in Macclesfield

Validation
Top 24 Related IT Skills in Macclesfield

For the 6 months to 5 December 2016, IT jobs citing Validation 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 Macclesfield region with a requirement for Validation.

1 1 (100.00%) VBA
1 1 (100.00%) Python
1 1 (100.00%) SAS
1 1 (100.00%) SPSS
1 1 (100.00%) MATLAB
1 1 (100.00%) Stata
1 1 (100.00%) Neural Network
1 1 (100.00%) Economics
1 1 (100.00%) Statistical Analysis
1 1 (100.00%) Statistics
1 1 (100.00%) Degree
1 1 (100.00%) Mathematics
1 1 (100.00%) Computer Science
1 1 (100.00%) Data Validation
1 1 (100.00%) Monte Carlo Method
1 1 (100.00%) R
1 1 (100.00%) Data Quality
1 1 (100.00%) Machine Learning
1 1 (100.00%) Analytics
1 1 (100.00%) Bayesian Methods
1 1 (100.00%) Hidden Markov Model
1 1 (100.00%) Time Series Forecasting
1 1 (100.00%) Structural Equation Modelling
1 1 (100.00%) Analytical Skills

Validation
Top Related IT Skills in Macclesfield 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 (100.00%) SAS
Applications
1 1 (100.00%) SPSS
1 1 (100.00%) Stata
Job Titles
1 1 (100.00%) Senior Statistician
1 1 (100.00%) Statistician
Miscellaneous
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Computer Science
1 1 (100.00%) Economics
1 1 (100.00%) Mathematics
1 1 (100.00%) Neural Network
1 1 (100.00%) Statistics
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Bayesian Methods
1 1 (100.00%) Data Validation
1 1 (100.00%) Hidden Markov Model
1 1 (100.00%) Machine Learning
1 1 (100.00%) Monte Carlo Method
1 1 (100.00%) Statistical Analysis
1 1 (100.00%) Structural Equation Modelling
1 1 (100.00%) Time Series Forecasting
Programming Languages
1 1 (100.00%) MATLAB
1 1 (100.00%) Python
1 1 (100.00%) R
1 1 (100.00%) VBA
Qualifications
1 1 (100.00%) Degree
Quality Assurance & Compliance
1 1 (100.00%) Data Quality