Period
to

The following table provides summary statistics for contract job vacancies advertised in the East of England with a requirement for Pandas skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Pandas over the 6 months to 19 August 2022 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Pandas
England > East of England
6 months to
19 Aug 2022
Same period 2021 Same period 2020
Rank 134 - 93
Rank change year-on-year - - +82
Contract jobs citing Pandas 4 0 6
As % of all contract jobs advertised in the East of England 0.16% - 0.40%
As % of the Libraries, Frameworks & Software Standards category 0.98% - 1.48%
Number of daily rates quoted 3 0 3
10th Percentile - - £504
25th Percentile £408 - £509
Median daily rate (50th Percentile) £415 - £538
Median % change year-on-year - - -10.42%
75th Percentile £423 - £572
90th Percentile - - £581
England median daily rate £600 £550 £575
% change year-on-year +9.09% -4.35% +4.55%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £52.50 - -
Median hourly rate £55.00 - -
75th Percentile £57.50 - -
90th Percentile - - -
England median hourly rate £57.18 - £57.50
% change year-on-year - - +9.52%

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

All Software Libraries and Frameworks
East of England
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 408 463 406
As % of all contract IT jobs advertised in the East of England 16.23% 20.45% 27.03%
Number of daily rates quoted 291 292 285
10th Percentile £360 £335 £313
25th Percentile £425 £400 £388
Median daily rate (50th Percentile) £523 £486 £473
Median % change year-on-year +7.59% +2.91% +5.00%
75th Percentile £625 £560 £531
90th Percentile £711 £613 £556
England median daily rate £575 £525 £500
% change year-on-year +9.52% +5.00% -
Number of hourly rates quoted 21 17 8
10th Percentile £37.00 £11.25 £41.93
25th Percentile £50.00 £26.98 £48.94
Median hourly rate £55.00 £45.00 £55.00
Median % change year-on-year +22.22% -18.18% +25.00%
75th Percentile £65.76 £56.50 £66.00
90th Percentile £76.64 £58.05 £68.70
England median hourly rate £60.00 £48.27 £45.00
% change year-on-year +24.31% +7.26% -0.55%

Pandas
Job Vacancy Trend in the East of England

Job postings citing Pandas as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for Pandas in the East of England

Pandas
Contractor Daily Rate Trend in the East of England

3-month moving average daily rate quoted in jobs citing Pandas in the East of England.

Daily rate trend for Pandas in the East of England

Pandas
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Pandas within the East of England region over the 6 months to 19 August 2022. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Cambridgeshire - 3 £415 - 5
Hertfordshire - 1 - -
Pandas
England

For the 6 months to 19 August 2022, IT contractor 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 contract job ads across the East of England region with a requirement for Pandas.

1 4 (100.00%) Python
1 4 (100.00%) Data Modelling
1 4 (100.00%) AWS
1 4 (100.00%) NumPy
1 4 (100.00%) NoSQL
1 4 (100.00%) Relational Database
1 4 (100.00%) Data Science
2 3 (75.00%) Snowflake
2 3 (75.00%) Data-Driven Decision Making
2 3 (75.00%) Shiny
2 3 (75.00%) Model Validation
2 3 (75.00%) NLTK
2 3 (75.00%) Visualisation
2 3 (75.00%) Jupyter
2 3 (75.00%) Data Munging
2 3 (75.00%) Bayesian Methods
2 3 (75.00%) Analytical Skills
2 3 (75.00%) Apache Spark
2 3 (75.00%) TensorFlow
2 3 (75.00%) Exploratory Data Analysis
2 3 (75.00%) AWS Lambda
2 3 (75.00%) Matrix Organization
2 3 (75.00%) Data Engineering
2 3 (75.00%) Decision Tree
2 3 (75.00%) Serverless
2 3 (75.00%) Amazon SageMaker
2 3 (75.00%) R
2 3 (75.00%) Data Visualisation
2 3 (75.00%) SciPy
2 3 (75.00%) Machine Learning

Pandas
Co-occurring IT Skills in the East of England 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 3 (75.00%) Apache Spark
1 3 (75.00%) Jupyter
2 1 (25.00%) Apache Airflow
Cloud Services
1 4 (100.00%) AWS
2 3 (75.00%) Amazon EMR
2 3 (75.00%) Amazon SageMaker
2 3 (75.00%) AWS Lambda
2 3 (75.00%) Serverless
2 3 (75.00%) Snowflake
3 1 (25.00%) GitHub
Database & Business Intelligence
1 4 (100.00%) NoSQL
1 4 (100.00%) Relational Database
2 3 (75.00%) Data Warehouse
2 3 (75.00%) Triplestore
3 1 (25.00%) MongoDB
Development Applications
1 1 (25.00%) git-flow
1 1 (25.00%) GitLab
General
1 3 (75.00%) Analytical Skills
2 1 (25.00%) Publishing
Job Titles
1 3 (75.00%) Data Scientist
2 1 (25.00%) Developer
2 1 (25.00%) Python Developer
Libraries, Frameworks & Software Standards
1 4 (100.00%) NumPy
2 3 (75.00%) Kafka
2 3 (75.00%) NLTK
2 3 (75.00%) SciPy
2 3 (75.00%) Shiny
2 3 (75.00%) TensorFlow
3 1 (25.00%) Django
3 1 (25.00%) FastAPI
3 1 (25.00%) Flask
3 1 (25.00%) REST
Processes & Methodologies
1 4 (100.00%) Data Modelling
1 4 (100.00%) Data Science
2 3 (75.00%) Bayesian Methods
2 3 (75.00%) Data Analysis
2 3 (75.00%) Data Analytics
2 3 (75.00%) Data Engineering
2 3 (75.00%) Data Management
2 3 (75.00%) Data Munging
2 3 (75.00%) Data Visualisation
2 3 (75.00%) Data-Driven Decision Making
2 3 (75.00%) Decision Tree
2 3 (75.00%) Exploratory Data Analysis
2 3 (75.00%) Machine Learning
2 3 (75.00%) Mathematics
2 3 (75.00%) Matrix Organization
2 3 (75.00%) Model Validation
2 3 (75.00%) Neural Network
2 3 (75.00%) Statistics
2 3 (75.00%) Validation
2 3 (75.00%) Visualisation
Programming Languages
1 4 (100.00%) Python
2 3 (75.00%) R
3 1 (25.00%) SQL
System Software
1 1 (25.00%) Docker
Systems Management
1 1 (25.00%) Kubernetes