Period
to 15 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Pandas skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pandas over the 6 months to 15 November 2018 with a comparison to the same period in the previous 2 years.

Pandas
East of England > Cambridgeshire
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 181 201 -
Rank change year-on-year +20 - -
Permanent jobs citing Pandas 4 5 0
As % of all permanent IT jobs advertised in Cambridgeshire 0.12% 0.12% -
As % of the Libraries, Frameworks & Software Standards category 0.35% 0.29% -
Number of salaries quoted 4 5 0
Cambridgeshire median annual salary £62,500 £40,000 -
Median salary % change year-on-year +56.25% - -
East of England median annual salary £62,500 £42,500 -
% change year-on-year +47.06% - -

Pandas is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Cambridgeshire
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,157 1,715 1,514
As % of all permanent IT jobs advertised in Cambridgeshire 35.98% 41.33% 42.79%
Number of salaries quoted 923 1,407 1,292
Cambridgeshire median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £31,250 £30,000 £26,250
90th Percentile £70,000 £70,000 £61,250
East of England median annual salary £47,500 £46,902 £45,000
% change year-on-year +1.27% +4.23% +5.88%

Pandas
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Pandas in Cambridgeshire

Pandas
Salary Trend in Cambridgeshire

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

Salary trend for Pandas in Cambridgeshire

Pandas
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Pandas in Cambridgeshire over the 6 months to 15 November 2018.

Salary histogram for Pandas in Cambridgeshire

Pandas
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pandas within the Cambridgeshire region over the 6 months to 15 November 2018. 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 +43 4 £62,500 +56.25% 1
Pandas
East of England

For the 6 months to 15 November 2018, IT jobs citing Pandas 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 Cambridgeshire region with a requirement for Pandas.

1 4 (100.00%) Python
1 4 (100.00%) PhD
1 4 (100.00%) Mathematics
1 4 (100.00%) Physics
1 4 (100.00%) Computer Science
1 4 (100.00%) Operations Research
1 4 (100.00%) Hadoop
1 4 (100.00%) Visualisation
1 4 (100.00%) Data Visualisation
1 4 (100.00%) Machine Learning
1 4 (100.00%) Big Data
1 4 (100.00%) Analytics
1 4 (100.00%) Apache Spark
1 4 (100.00%) scikit-learn
1 4 (100.00%) SciPy
1 4 (100.00%) NumPy
1 4 (100.00%) Keras
1 4 (100.00%) Data Science
2 3 (75.00%) Degree
3 1 (25.00%) Rapid Prototyping
3 1 (25.00%) Data Analytics
3 1 (25.00%) Numerical Analysis
3 1 (25.00%) SMS
3 1 (25.00%) Data Management
3 1 (25.00%) Artificial Intelligence
3 1 (25.00%) Backtesting
3 1 (25.00%) Stochastic Modelling
3 1 (25.00%) Prototyping

Pandas
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 4 (100.00%) Apache Spark
Communications & Networking
1 1 (25.00%) SMS
Database & Business Intelligence
1 4 (100.00%) Big Data
1 4 (100.00%) Hadoop
Job Titles
1 4 (100.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 4 (100.00%) Keras
1 4 (100.00%) NumPy
1 4 (100.00%) scikit-learn
1 4 (100.00%) SciPy
Miscellaneous
1 4 (100.00%) Computer Science
Processes & Methodologies
1 4 (100.00%) Analytics
1 4 (100.00%) Data Science
1 4 (100.00%) Data Visualisation
1 4 (100.00%) Machine Learning
1 4 (100.00%) Mathematics
1 4 (100.00%) Operations Research
1 4 (100.00%) Physics
1 4 (100.00%) Visualisation
2 1 (25.00%) Artificial Intelligence
2 1 (25.00%) Backtesting
2 1 (25.00%) Data Analytics
2 1 (25.00%) Data Management
2 1 (25.00%) Numerical Analysis
2 1 (25.00%) Prototyping
2 1 (25.00%) Rapid Prototyping
2 1 (25.00%) Stochastic Modelling
Programming Languages
1 4 (100.00%) Python
Qualifications
1 4 (100.00%) PhD
2 3 (75.00%) Degree