Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Ipswich with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Python
Suffolk > Ipswich
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 46 43 42
Rank change year-on-year -3 -1 +21
Permanent jobs citing Python 11 26 29
As % of all permanent IT jobs advertised in Ipswich 2.88% 4.78% 4.32%
As % of the Programming Languages category 5.39% 8.47% 8.31%
Number of salaries quoted 11 23 29
Ipswich median annual salary £50,000 £40,000 £35,000
Median salary % change year-on-year +25.00% +14.29% -22.22%
10th Percentile £40,250 £31,350 £30,000
90th Percentile £60,000 £62,000 £41,250
Suffolk median annual salary £47,500 £41,500 £35,000
% change year-on-year +14.46% +18.57% -

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

All Programming Languages
Ipswich
Permanent vacancies with a requirement for coding skills 204 307 349
As % of all permanent IT jobs advertised in Ipswich 53.40% 56.43% 52.01%
Number of salaries quoted 193 256 329
Ipswich median annual salary £42,500 £37,500 £39,000
Median salary % change year-on-year +13.33% -3.85% -
10th Percentile £27,100 £24,875 £21,250
90th Percentile £58,750 £60,000 £57,500
Suffolk median annual salary £39,750 £37,500 £37,500
% change year-on-year +6.00% - -6.25%

Python
Job Vacancy Trend in Ipswich

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

Job vacancy trend for Python in Ipswich

Python
Salary Trend in Ipswich

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

Salary trend for Python in Ipswich

Python
Salary Histogram in Ipswich

The salary distribution of IT jobs citing Python in Ipswich over the 6 months to 23 November 2017.

Salary histogram for Python in Ipswich

For the 6 months to 23 November 2017, IT jobs citing Python 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 Ipswich region with a requirement for Python.

1 7 (63.64%) Finance
2 6 (54.55%) Agile Software Development
2 6 (54.55%) SQL Server
2 6 (54.55%) QA
3 5 (45.45%) Analytics
3 5 (45.45%) JavaScript
4 4 (36.36%) Linux
4 4 (36.36%) Data Modelling
4 4 (36.36%) Business Intelligence
4 4 (36.36%) Microsoft
4 4 (36.36%) SQL Server Reporting Services
4 4 (36.36%) Data Analysis
4 4 (36.36%) Service Management
4 4 (36.36%) GIS
4 4 (36.36%) Enterprise Software
4 4 (36.36%) Waterfall
4 4 (36.36%) Tableau
4 4 (36.36%) PowerPivot
4 4 (36.36%) Spotfire
4 4 (36.36%) Economics
4 4 (36.36%) Statistics
4 4 (36.36%) Degree
4 4 (36.36%) Spreadsheet
4 4 (36.36%) Product Management
4 4 (36.36%) Analytical Skills
4 4 (36.36%) Algorithms
4 4 (36.36%) Microsoft Power View
4 4 (36.36%) Power BI
4 4 (36.36%) Data Strategy
4 4 (36.36%) Data Analytics

Python
Co-occurring IT Skills in Ipswich 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 (27.27%) Apache Spark
Applications
1 4 (36.36%) Spreadsheet
Cloud Services
1 3 (27.27%) Amazon AWS
2 2 (18.18%) Microsoft Azure
3 1 (9.09%) AWS CloudFormation
3 1 (9.09%) Google Cloud Platform
3 1 (9.09%) Serverless
Database & Business Intelligence
1 6 (54.55%) SQL Server
2 4 (36.36%) GIS
2 4 (36.36%) Microsoft Power View
2 4 (36.36%) Power BI
2 4 (36.36%) PowerPivot
2 4 (36.36%) Semantic Layer
2 4 (36.36%) Spotfire
2 4 (36.36%) SQL Server Reporting Services
3 3 (27.27%) Big Data
4 2 (18.18%) Hadoop
4 2 (18.18%) RDBMS
4 2 (18.18%) Relational Database
4 2 (18.18%) SQL Server Integration Services
5 1 (9.09%) Apache Hive
5 1 (9.09%) Data Warehouse
5 1 (9.09%) Impala
5 1 (9.09%) MySQL
5 1 (9.09%) NoSQL
5 1 (9.09%) PostgreSQL
5 1 (9.09%) SQL Server 2008
Development Applications
1 2 (18.18%) Git (software)
2 1 (9.09%) Jenkins
General
1 7 (63.64%) Finance
2 2 (18.18%) Retail
3 1 (9.09%) Advertising
3 1 (9.09%) Games
Job Titles
1 4 (36.36%) Analyst
1 4 (36.36%) Business Intelligence Analyst
2 3 (27.27%) Developer
3 1 (9.09%) AWS Consultant
3 1 (9.09%) AWS DevOps
3 1 (9.09%) Big Data Developer
3 1 (9.09%) Big Data Engineer
3 1 (9.09%) Consultant
3 1 (9.09%) Data Engineer
3 1 (9.09%) DevOps Consultant
3 1 (9.09%) DevOps Engineer
3 1 (9.09%) ETL Developer
3 1 (9.09%) JavaScript Developer
3 1 (9.09%) Node.js Developer
3 1 (9.09%) Python Developer
3 1 (9.09%) QA Engineer
Libraries, Frameworks & Software Standards
1 2 (18.18%) XML
2 1 (9.09%) Apache Avro
2 1 (9.09%) JSON
2 1 (9.09%) Node.js
Miscellaneous
1 4 (36.36%) Algorithms
1 4 (36.36%) Analytical Skills
1 4 (36.36%) Enterprise Software
2 1 (9.09%) Cloud Native
2 1 (9.09%) Equities
2 1 (9.09%) Linux Command Line
2 1 (9.09%) Public Cloud
Operating Systems
1 4 (36.36%) Linux
2 2 (18.18%) Windows
Processes & Methodologies
1 6 (54.55%) Agile Software Development
2 5 (45.45%) Analytics
3 4 (36.36%) Business Intelligence
3 4 (36.36%) Data Analysis
3 4 (36.36%) Data Analytics
3 4 (36.36%) Data Modelling
3 4 (36.36%) Data Strategy
3 4 (36.36%) Economics
3 4 (36.36%) Product Management
3 4 (36.36%) Service Management
3 4 (36.36%) Statistics
3 4 (36.36%) Waterfall
4 2 (18.18%) DevOps
4 2 (18.18%) Test Automation
5 1 (9.09%) ETL
5 1 (9.09%) ITIL
5 1 (9.09%) Manual Testing
5 1 (9.09%) Open Source
5 1 (9.09%) Scrum
5 1 (9.09%) Software Engineering
Programming Languages
1 5 (45.45%) JavaScript
2 1 (9.09%) Bash Shell
2 1 (9.09%) Java
2 1 (9.09%) PHP
2 1 (9.09%) PowerShell
2 1 (9.09%) Ruby
2 1 (9.09%) SQL
2 1 (9.09%) T-SQL
Qualifications
1 4 (36.36%) Degree
Quality Assurance & Compliance
1 6 (54.55%) QA
2 1 (9.09%) GCP
System Software
1 1 (9.09%) Docker
Systems Management
1 1 (9.09%) Ansible
1 1 (9.09%) Kubernetes
1 1 (9.09%) Oozie
1 1 (9.09%) Opscode Chef
1 1 (9.09%) Puppet
Vendors
1 4 (36.36%) Microsoft
1 4 (36.36%) Tableau
2 2 (18.18%) TOWER Software
3 1 (9.09%) Cloudera