Period
to 21 November 2017

The following table provides summary statistics for contract job vacancies advertised in Norfolk with a requirement for Python skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Python over the 6 months to 21 November 2017 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.

Python
East of England > Norfolk
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 31 39 40
Rank change year-on-year +8 +1 +8
Contract jobs citing Python 17 4 6
As % of all contract IT jobs advertised in Norfolk 4.75% 1.14% 1.60%
As % of the Programming Languages category 11.33% 2.52% 5.22%
Number of daily rates quoted 5 3 3
Norfolk median daily rate £550 £350 £300
Median daily rate % change year-on-year +57.14% +16.67% -
10th Percentile £420 £318 £248
90th Percentile £625 £363 £353
East of England median daily rate £425 £430 £400
% change year-on-year -1.16% +7.50% +14.29%
Number of hourly rates quoted 0 0 0
Norfolk median hourly rate - - -
East of England median hourly rate £41.50 £39.50 £38.75
% change year-on-year +5.06% +1.94% -11.43%

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Norfolk with a requirement for coding skills.

All Programming Languages
Norfolk
Contract vacancies with a requirement for coding skills 150 159 115
As % of all contract IT jobs advertised in Norfolk 41.90% 45.17% 30.67%
Number of daily rates quoted 83 111 84
Norfolk median daily rate £350 £375 £286
Median daily rate % change year-on-year -6.67% +31.00% -6.22%
10th Percentile £275 £225 £182
90th Percentile £559 £515 £475
East of England median daily rate £400 £375 £375
% change year-on-year +6.67% - +2.74%
Number of hourly rates quoted 0 4 4
Norfolk median hourly rate - £24.22 £15.25
Median hourly rate % change year-on-year - +58.79% +1.94%
East of England median hourly rate £40.50 £40.50 £37.50
% change year-on-year - +8.00% +1.35%

Python
Job Vacancy Trend in Norfolk

Job postings citing Python as a percentage of all IT jobs advertised in Norfolk.

Job vacancy trend for Python in Norfolk

Python
Contractor Daily Rate Trend in Norfolk

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Python in Norfolk.

Contractor daily rate trend for Python in Norfolk

Python
Contractor Daily Rate Histogram in Norfolk

The daily rate distribution of IT jobs citing Python in Norfolk over the 6 months to 21 November 2017.

Contractor daily rate histogram for Python in Norfolk

Python
Contract Job Locations in Norfolk

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Python within the Norfolk region over the 6 months to 21 November 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Norwich +9 13 £563 +60.71% 3
Python
East of England

For the 6 months to 21 November 2017, IT contractor jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Norfolk region with a requirement for Python.

1 13 (76.47%) Agile Software Development
1 13 (76.47%) Amazon AWS
2 11 (64.71%) Hadoop
3 10 (58.82%) Big Data
3 10 (58.82%) Kafka
3 10 (58.82%) Apache Spark
4 9 (52.94%) Cloudera
4 9 (52.94%) Apache Cassandra
4 9 (52.94%) Spring
4 9 (52.94%) Java
4 9 (52.94%) Apache
5 7 (41.18%) DevOps
6 6 (35.29%) Terraform
6 6 (35.29%) Perl
6 6 (35.29%) SQL
6 6 (35.29%) MySQL
6 6 (35.29%) SQL Server
6 6 (35.29%) MapReduce
6 6 (35.29%) Jenkins
7 5 (29.41%) HDFS
7 5 (29.41%) Data Integration
7 5 (29.41%) Apache Solr
7 5 (29.41%) Spring MVC
7 5 (29.41%) Tomcat
7 5 (29.41%) Eclipse
7 5 (29.41%) Software Engineering
7 5 (29.41%) MVC
7 5 (29.41%) Shell Script
7 5 (29.41%) Coaching
7 5 (29.41%) Hadoop YARN

Python
Co-occurring IT Skills in Norfolk 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 10 (58.82%) Apache Spark
2 9 (52.94%) Apache
3 5 (29.41%) Apache Solr
3 5 (29.41%) Tomcat
4 1 (5.88%) Apache Pig
Cloud Services
1 13 (76.47%) Amazon AWS
2 4 (23.53%) Amazon S3
3 3 (17.65%) Amazon ELB
3 3 (17.65%) AWS CloudFormation
3 3 (17.65%) GitHub
3 3 (17.65%) Route 53
4 1 (5.88%) Amazon EMR
4 1 (5.88%) AWS Lambda
4 1 (5.88%) Serverless
Communications & Networking
1 3 (17.65%) Internet
1 3 (17.65%) Intrusion Detection
1 3 (17.65%) Network Security
Database & Business Intelligence
1 11 (64.71%) Hadoop
2 10 (58.82%) Big Data
3 9 (52.94%) Apache Cassandra
4 6 (35.29%) MySQL
4 6 (35.29%) SQL Server
5 2 (11.76%) Apache Hive
6 1 (5.88%) Amazon DynamoDB
6 1 (5.88%) Amazon Redshift
6 1 (5.88%) HBase
6 1 (5.88%) Mahout
6 1 (5.88%) MongoDB
6 1 (5.88%) PostgreSQL
6 1 (5.88%) SQL Server Analysis Services
6 1 (5.88%) SQL Server Integration Services
6 1 (5.88%) SQL Server Reporting Services
6 1 (5.88%) Sqoop
6 1 (5.88%) Yellowfin
Development Applications
1 6 (35.29%) Jenkins
2 5 (29.41%) Eclipse
3 4 (23.53%) Maven
Job Titles
1 6 (35.29%) DevOps Engineer
2 3 (17.65%) AWS DevOps
2 3 (17.65%) AWS DevOps Engineer
2 3 (17.65%) AWS Engineer
2 3 (17.65%) Cloud Engineer
3 1 (5.88%) Architect
3 1 (5.88%) Database Architect
3 1 (5.88%) Solutions Architect
3 1 (5.88%) Technical Leader
Libraries, Frameworks & Software Standards
1 10 (58.82%) Kafka
2 9 (52.94%) Spring
3 5 (29.41%) Spring MVC
4 4 (23.53%) Web Services
Miscellaneous
1 1 (5.88%) Fintech
1 1 (5.88%) Linux Command Line
Operating Systems
1 4 (23.53%) Linux
2 3 (17.65%) Unix
Processes & Methodologies
1 13 (76.47%) Agile Software Development
2 7 (41.18%) DevOps
3 6 (35.29%) MapReduce
4 5 (29.41%) Coaching
4 5 (29.41%) Data Integration
4 5 (29.41%) MVC
4 5 (29.41%) Software Engineering
5 4 (23.53%) Continuous Delivery
5 4 (23.53%) ITIL
5 4 (23.53%) Scrum
6 3 (17.65%) Configuration Management
6 3 (17.65%) Penetration Testing
6 3 (17.65%) Programme Delivery
7 1 (5.88%) Analytics
7 1 (5.88%) Business Intelligence
7 1 (5.88%) ITSM
7 1 (5.88%) Stakeholder Management
Programming Languages
1 9 (52.94%) Java
2 6 (35.29%) Perl
2 6 (35.29%) SQL
3 5 (29.41%) Shell Script
4 4 (23.53%) C++
4 4 (23.53%) Ruby
5 1 (5.88%) Bash Shell
5 1 (5.88%) C#
5 1 (5.88%) VB
Qualifications
1 3 (17.65%) AWS Certification
System Software
1 5 (29.41%) HDFS
Systems Management
1 6 (35.29%) Terraform
2 5 (29.41%) Hadoop YARN
3 4 (23.53%) Puppet
4 3 (17.65%) Ansible
Vendors
1 9 (52.94%) Cloudera
2 3 (17.65%) Rackspace