Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Staines with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Surrey > Staines
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 48 36 42
Rank change year-on-year -12 +6 -3
Permanent jobs citing Data Modelling 2 16 22
As % of all permanent IT jobs advertised in Staines 0.70% 4.69% 4.52%
As % of the Processes & Methodologies category 0.78% 4.86% 4.99%
Number of salaries quoted 2 10 23
Staines median annual salary £57,500 £72,500 £38,500
Median salary % change year-on-year -20.69% +88.31% -42.96%
10th Percentile £50,500 £51,125 £36,750
90th Percentile £64,500 £90,000 £63,750
Surrey median annual salary £60,000 £52,500 £50,000
% change year-on-year +14.29% +5.00% -13.04%

Data Modelling 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 Staines with a requirement for process or methodology skills.

All Process and Methodology Skills
Staines
Permanent vacancies with a requirement for process or methodology skills 258 329 441
As % of all permanent IT jobs advertised in Staines 90.53% 96.48% 90.55%
Number of salaries quoted 188 185 383
Staines median annual salary £57,500 £55,000 £51,500
Median salary % change year-on-year +4.55% +6.80% +14.44%
10th Percentile £33,675 £29,000 £29,000
90th Percentile £83,750 £90,000 £73,750
Surrey median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Data Modelling
Job Vacancy Trend in Staines

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Staines.

Job vacancy trend for Data Modelling in Staines

Data Modelling
Salary Trend in Staines

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

Salary trend for Data Modelling in Staines

For the 6 months to 24 November 2017, IT jobs citing Data Modelling 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 Staines region with a requirement for Data Modelling.

1 2 (100.00%) Electronics
1 2 (100.00%) Computer Science
1 2 (100.00%) Apache Hive
1 2 (100.00%) Big Data
1 2 (100.00%) Apache Pig
1 2 (100.00%) Impala
1 2 (100.00%) Apache Spark
2 1 (50.00%) GNU Octave
2 1 (50.00%) Decision Tree
2 1 (50.00%) Data Privacy
2 1 (50.00%) Kalman Filter
2 1 (50.00%) Pandas
2 1 (50.00%) Amazon DynamoDB
2 1 (50.00%) Oozie
2 1 (50.00%) Relational Database
2 1 (50.00%) Statistical Modelling
2 1 (50.00%) Analytics
2 1 (50.00%) MongoDB
2 1 (50.00%) R
2 1 (50.00%) MapReduce
2 1 (50.00%) Data Quality
2 1 (50.00%) Machine Learning
2 1 (50.00%) Hadoop
2 1 (50.00%) Predictive Modelling
2 1 (50.00%) NumPy
2 1 (50.00%) Workflow
2 1 (50.00%) Artificial Intelligence
2 1 (50.00%) Software Engineering
2 1 (50.00%) Statistical Analysis
2 1 (50.00%) Degree

Data Modelling
Co-occurring IT Skills in Staines 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 2 (100.00%) Apache Pig
1 2 (100.00%) Apache Spark
Applications
1 1 (50.00%) GNU Octave
Database & Business Intelligence
1 2 (100.00%) Apache Hive
1 2 (100.00%) Big Data
1 2 (100.00%) Impala
2 1 (50.00%) Amazon DynamoDB
2 1 (50.00%) Hadoop
2 1 (50.00%) MongoDB
2 1 (50.00%) Relational Database
General
1 2 (100.00%) Electronics
Job Titles
1 1 (50.00%) Big Data Engineer
1 1 (50.00%) Data Engineer
1 1 (50.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (50.00%) NumPy
1 1 (50.00%) Pandas
Miscellaneous
1 2 (100.00%) Computer Science
Processes & Methodologies
1 1 (50.00%) Analytics
1 1 (50.00%) Artificial Intelligence
1 1 (50.00%) Data Privacy
1 1 (50.00%) Decision Tree
1 1 (50.00%) ETL
1 1 (50.00%) Kalman Filter
1 1 (50.00%) Machine Learning
1 1 (50.00%) MapReduce
1 1 (50.00%) Mathematics
1 1 (50.00%) Predictive Modelling
1 1 (50.00%) Software Engineering
1 1 (50.00%) Statistical Analysis
1 1 (50.00%) Statistical Modelling
1 1 (50.00%) Workflow
Programming Languages
1 1 (50.00%) C++
1 1 (50.00%) Java
1 1 (50.00%) Python
1 1 (50.00%) R
1 1 (50.00%) SQL
Qualifications
1 1 (50.00%) Degree
1 1 (50.00%) PhD
Quality Assurance & Compliance
1 1 (50.00%) Data Quality
Systems Management
1 1 (50.00%) Oozie