Period
to 24 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 6 months to 24 July 2017 with a comparison to the same period in the previous 2 years.

Data Extraction
East of England > Cambridgeshire
6 months to
24 Jul 2017
Same period 2016 Same period 2015
Rank 185 191 -
Rank change year-on-year +6 - +202
Permanent jobs citing Data Extraction 10 7 0
As % of all permanent IT jobs advertised in Cambridgeshire 0.27% 0.18% -
As % of the Processes & Methodologies category 0.30% 0.20% -
Number of salaries quoted 9 6 0
Cambridgeshire median annual salary £40,000 £32,500 -
Median salary % change year-on-year +23.08% - -
East of England median annual salary £40,000 £45,000 £25,000
% change year-on-year -11.11% +80.00% -3.83%

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 Cambridgeshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridgeshire
Permanent job vacancies with a requirement for process and methodology skills 3317 3529 3696
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.86% 88.85% 85.44%
Number of salaries quoted 2528 2835 3087
Cambridgeshire median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% +8.64%
10th Percentile £27,500 £27,500 £27,500
90th Percentile £71,250 £65,000 £61,250
East of England median annual salary £45,000 £45,000 £44,492
% change year-on-year - +1.14% +4.69%

Data Extraction
Job Vacancy Trend in Cambridgeshire

Job postings citing Data Extraction as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Data Extraction in Cambridgeshire

Data Extraction
Salary Trend in Cambridgeshire

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

Salary trend for Data Extraction in Cambridgeshire

Data Extraction
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Data Extraction in Cambridgeshire over the 6 months to 24 July 2017.

Salary histogram for Data Extraction in Cambridgeshire

Data Extraction
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Extraction within the Cambridgeshire region over the 6 months to 24 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge -8 10 £40,000 +23.08% 1
Data Extraction
East of England

For the 6 months to 24 July 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 Cambridgeshire region with a requirement for Data Extraction.

1 8 (80.00%) RDBMS
1 8 (80.00%) Mathematics
1 8 (80.00%) Physics
1 8 (80.00%) Computer Science
1 8 (80.00%) Git (software)
1 8 (80.00%) Scala
1 8 (80.00%) NoSQL
1 8 (80.00%) REST
1 8 (80.00%) JUnit
1 8 (80.00%) Python
1 8 (80.00%) PhD
1 8 (80.00%) Machine Learning
1 8 (80.00%) Big Data
1 8 (80.00%) Relational Database
1 8 (80.00%) Microservices
1 8 (80.00%) Apache Spark
1 8 (80.00%) Algorithms
1 8 (80.00%) Java
1 8 (80.00%) Smart Energy
1 8 (80.00%) Complexity Analysis
1 8 (80.00%) Mathematical Modelling
1 8 (80.00%) Renewable Energy
2 1 (10.00%) SQL
2 1 (10.00%) Data Warehouse
2 1 (10.00%) Data Quality
2 1 (10.00%) GIS
2 1 (10.00%) SQL Server Reporting Services
2 1 (10.00%) Data Analysis
2 1 (10.00%) Degree

Data Extraction
Co-occurring IT Skills in Cambridgeshire 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 8 (80.00%) Apache Spark
Database & Business Intelligence
1 8 (80.00%) Big Data
1 8 (80.00%) NoSQL
1 8 (80.00%) RDBMS
1 8 (80.00%) Relational Database
2 1 (10.00%) Data Warehouse
2 1 (10.00%) GIS
2 1 (10.00%) SQL Server Reporting Services
Development Applications
1 8 (80.00%) Git (software)
1 8 (80.00%) JUnit
Job Titles
1 8 (80.00%) Data Scientist
2 1 (10.00%) Analyst
2 1 (10.00%) Data Analyst
2 1 (10.00%) Data Technician
2 1 (10.00%) Machine Learning Scientist
2 1 (10.00%) Report Analyst
2 1 (10.00%) Service Analyst
2 1 (10.00%) SQL Analyst
2 1 (10.00%) SQL Data Analyst
2 1 (10.00%) SQL Reporting Analyst
Libraries, Frameworks & Software Standards
1 8 (80.00%) REST
Miscellaneous
1 8 (80.00%) Algorithms
1 8 (80.00%) Computer Science
1 8 (80.00%) Renewable Energy
1 8 (80.00%) Smart Energy
Processes & Methodologies
1 8 (80.00%) Complexity Analysis
1 8 (80.00%) Machine Learning
1 8 (80.00%) Mathematical Modelling
1 8 (80.00%) Mathematics
1 8 (80.00%) Microservices
1 8 (80.00%) Physics
2 1 (10.00%) Data Analysis
Programming Languages
1 8 (80.00%) Java
1 8 (80.00%) Python
1 8 (80.00%) Scala
2 1 (10.00%) SQL
Qualifications
1 8 (80.00%) PhD
2 1 (10.00%) Degree
Quality Assurance & Compliance
1 1 (10.00%) Data Quality
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits & bonus
Posted: 6 days ago