The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Data Extraction skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Extraction over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
Cambridgeshire / Cambridge
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 118 105 -
Rank change year-on-year -13 -  
Permanent jobs citing Data Extraction 5 2 0
As % of all permanent IT jobs advertised in Cambridge 0.36% 0.17% -
As % of the Processes & Methodologies category 0.41% 0.19% -
Number of salaries quoted 4 2 0
Median salary £40,000 £32,500 -
Median salary % change year-on-year +23.07% -  
UK excluding London median salary £40,000 £45,000 £34,000
% change year-on-year -11.11% +32.35%  

Data Extraction 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 Cambridge with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridge
Permanent job vacancies with a requirement for process and methodology skills 1213 1050 1269
As % of all permanent IT job vacancies advertised in Cambridge 88.48% 88.98% 86.56%
Number of salaries quoted 920 863 1072
Median salary £50,000 £45,500 £45,000
Median salary % change year-on-year +9.89% +1.11%  
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £70,000 £55,000 £64,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Extraction
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Data Extraction in Cambridge

Data Extraction
Salary Trend in Cambridge

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

Salary trend for Data Extraction in Cambridge

For the 6 months to 23 June 2017, IT jobs citing Data Extraction 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 Cambridge region with a requirement for Data Extraction.

1 4 (66.67%) RDBMS
1 4 (66.67%) Mathematics
1 4 (66.67%) Physics
1 4 (66.67%) Computer Science
1 4 (66.67%) Git (software)
1 4 (66.67%) Scala
1 4 (66.67%) NoSQL
1 4 (66.67%) REST
1 4 (66.67%) JUnit
1 4 (66.67%) Python
1 4 (66.67%) PhD
1 4 (66.67%) Machine Learning
1 4 (66.67%) Big Data
1 4 (66.67%) Relational Database
1 4 (66.67%) Microservices
1 4 (66.67%) Apache Spark
1 4 (66.67%) Algorithms
1 4 (66.67%) Java
1 4 (66.67%) Smart Energy
1 4 (66.67%) Complexity Analysis
1 4 (66.67%) Mathematical Modelling
2 1 (16.67%) SQL
2 1 (16.67%) Data Warehouse
2 1 (16.67%) Data Quality
2 1 (16.67%) GIS
2 1 (16.67%) SQL Server Reporting Services
2 1 (16.67%) Data Analysis
2 1 (16.67%) Degree

Data Extraction
Co-occurring IT Skills in Cambridge 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 4 (66.67%) Apache Spark
Database & Business Intelligence
1 4 (66.67%) Big Data
1 4 (66.67%) NoSQL
1 4 (66.67%) RDBMS
1 4 (66.67%) Relational Database
2 1 (16.67%) Data Warehouse
2 1 (16.67%) GIS
2 1 (16.67%) SQL Server Reporting Services
Development Applications
1 4 (66.67%) Git (software)
1 4 (66.67%) JUnit
Job Titles
1 4 (66.67%) Data Scientist
2 1 (16.67%) Analyst
2 1 (16.67%) Data Analyst
2 1 (16.67%) Data Technician
2 1 (16.67%) Report Analyst
2 1 (16.67%) Service Analyst
2 1 (16.67%) SQL Analyst
2 1 (16.67%) SQL Data Analyst
2 1 (16.67%) SQL Reporting Analyst
Libraries, Frameworks & Software Standards
1 4 (66.67%) REST
Miscellaneous
1 4 (66.67%) Algorithms
1 4 (66.67%) Computer Science
1 4 (66.67%) Smart Energy
Processes & Methodologies
1 4 (66.67%) Complexity Analysis
1 4 (66.67%) Machine Learning
1 4 (66.67%) Mathematical Modelling
1 4 (66.67%) Mathematics
1 4 (66.67%) Microservices
1 4 (66.67%) Physics
2 1 (16.67%) Data Analysis
Programming Languages
1 4 (66.67%) Java
1 4 (66.67%) Python
1 4 (66.67%) Scala
2 1 (16.67%) SQL
Qualifications
1 4 (66.67%) PhD
2 1 (16.67%) Degree
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits & bonus
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 4 days ago