Period
to 25 November 2017

The following table provides summary statistics for contract job vacancies advertised in Norwich 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 25 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
Norfolk > Norwich
6 months to
25 Nov 2017
Same period 2016 Same period 2015
Rank 23 30 27
Rank change year-on-year +7 -3 +16
Contract jobs citing Python 13 4 6
As % of all contract IT jobs advertised in Norwich 6.57% 1.81% 2.41%
As % of the Programming Languages category 13.98% 4.30% 7.69%
Number of daily rates quoted 4 3 3
Norwich median daily rate £563 £350 £300
Median daily rate % change year-on-year +60.71% +16.67% -
10th Percentile £409 £318 £248
90th Percentile £625 £363 £353
Norfolk median daily rate £575 £350 £300
% change year-on-year +64.29% +16.67% -
Number of hourly rates quoted 0 0 0
Norwich median hourly rate - - -
Norfolk median hourly rate - - -

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 Norwich with a requirement for coding skills.

All Programming Languages
Norwich
Contract vacancies with a requirement for coding skills 93 93 78
As % of all contract IT jobs advertised in Norwich 46.97% 42.08% 31.33%
Number of daily rates quoted 41 56 55
Norwich median daily rate £350 £425 £300
Median daily rate % change year-on-year -17.65% +41.67% -4.76%
10th Percentile £295 £274 £193
90th Percentile £563 £520 £495
Norfolk median daily rate £350 £368 £300
% change year-on-year -4.89% +22.67% -0.08%
Number of hourly rates quoted 0 4 3
Norwich median hourly rate - £24.22 £13.00
Median hourly rate % change year-on-year - +86.27% -0.76%
Norfolk median hourly rate - £24.22 £15.25
% change year-on-year - +58.79% +1.94%

Python
Job Vacancy Trend in Norwich

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

Job vacancy trend for Python in Norwich

Python
Contractor Daily Rate Trend in Norwich

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

Contractor daily rate trend for Python in Norwich

Python
Contractor Daily Rate Histogram in Norwich

The daily rate distribution of IT jobs citing Python in Norwich over the 6 months to 25 November 2017.

Contractor daily rate histogram for Python in Norwich

For the 6 months to 25 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 Norwich region with a requirement for Python.

1 11 (84.62%) Hadoop
2 10 (76.92%) Kafka
2 10 (76.92%) Big Data
2 10 (76.92%) Apache Spark
2 10 (76.92%) Agile Software Development
3 9 (69.23%) Spring
3 9 (69.23%) Java
3 9 (69.23%) Apache
3 9 (69.23%) Cloudera
3 9 (69.23%) Amazon AWS
3 9 (69.23%) Apache Cassandra
4 6 (46.15%) MapReduce
4 6 (46.15%) SQL
4 6 (46.15%) MySQL
4 6 (46.15%) SQL Server
5 5 (38.46%) Tomcat
5 5 (38.46%) Eclipse
5 5 (38.46%) MVC
5 5 (38.46%) Software Engineering
5 5 (38.46%) Spring MVC
5 5 (38.46%) Data Integration
5 5 (38.46%) Apache Solr
5 5 (38.46%) HDFS
5 5 (38.46%) Hadoop YARN
5 5 (38.46%) Coaching
6 4 (30.77%) Scrum
6 4 (30.77%) Ruby
6 4 (30.77%) ITIL
6 4 (30.77%) Maven
6 4 (30.77%) C++

Python
Co-occurring IT Skills in Norwich 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 (76.92%) Apache Spark
2 9 (69.23%) Apache
3 5 (38.46%) Apache Solr
3 5 (38.46%) Tomcat
4 1 (7.69%) Apache Pig
Cloud Services
1 9 (69.23%) Amazon AWS
2 2 (15.38%) GitHub
3 1 (7.69%) Amazon EMR
3 1 (7.69%) Amazon S3
3 1 (7.69%) AWS Lambda
3 1 (7.69%) Serverless
Database & Business Intelligence
1 11 (84.62%) Hadoop
2 10 (76.92%) Big Data
3 9 (69.23%) Apache Cassandra
4 6 (46.15%) MySQL
4 6 (46.15%) SQL Server
5 2 (15.38%) Apache Hive
6 1 (7.69%) Amazon DynamoDB
6 1 (7.69%) Amazon Redshift
6 1 (7.69%) HBase
6 1 (7.69%) Mahout
6 1 (7.69%) MongoDB
6 1 (7.69%) PostgreSQL
6 1 (7.69%) SQL Server Analysis Services
6 1 (7.69%) SQL Server Integration Services
6 1 (7.69%) SQL Server Reporting Services
6 1 (7.69%) Sqoop
6 1 (7.69%) Yellowfin
Development Applications
1 5 (38.46%) Eclipse
2 4 (30.77%) Maven
3 2 (15.38%) Jenkins
Job Titles
1 2 (15.38%) AWS DevOps
1 2 (15.38%) AWS DevOps Engineer
1 2 (15.38%) AWS Engineer
1 2 (15.38%) DevOps Engineer
2 1 (7.69%) Architect
2 1 (7.69%) Database Architect
2 1 (7.69%) Solutions Architect
2 1 (7.69%) Technical Leader
Libraries, Frameworks & Software Standards
1 10 (76.92%) Kafka
2 9 (69.23%) Spring
3 5 (38.46%) Spring MVC
4 1 (7.69%) Web Services
Miscellaneous
1 1 (7.69%) Fintech
1 1 (7.69%) Linux Command Line
Operating Systems
1 1 (7.69%) Linux
Processes & Methodologies
1 10 (76.92%) Agile Software Development
2 6 (46.15%) MapReduce
3 5 (38.46%) Coaching
3 5 (38.46%) Data Integration
3 5 (38.46%) MVC
3 5 (38.46%) Software Engineering
4 4 (30.77%) ITIL
4 4 (30.77%) Scrum
5 3 (23.08%) DevOps
6 2 (15.38%) Programme Delivery
7 1 (7.69%) Analytics
7 1 (7.69%) Business Intelligence
7 1 (7.69%) ITSM
7 1 (7.69%) Stakeholder Management
Programming Languages
1 9 (69.23%) Java
2 6 (46.15%) SQL
3 4 (30.77%) C++
3 4 (30.77%) Ruby
4 2 (15.38%) Perl
5 1 (7.69%) Bash Shell
5 1 (7.69%) C#
5 1 (7.69%) Shell Script
5 1 (7.69%) VB
System Software
1 5 (38.46%) HDFS
Systems Management
1 5 (38.46%) Hadoop YARN
2 2 (15.38%) Ansible
2 2 (15.38%) Terraform
Vendors
1 9 (69.23%) Cloudera
2 2 (15.38%) Rackspace