The table below looks at the statistics for SQLAlchemy skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited SQLAlchemy over the 3 months to 25 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Aug 2016
Same period 2015 Same period 2014
SQLAlchemy
Rank 887 935 962
Rank change year-on-year
+48 +27
Permanent jobs citing SQLAlchemy 18 8 9
As % of all permanent IT jobs located in England 0.020% 0.008% 0.008%
As % of the Libraries, Frameworks & Software Standards category 0.050% 0.021% 0.021%
Number of salaries quoted 16 8 8
Median salary £52,500 £28,750 £38,750
Median salary % change year-on-year
+82.61% -25.80%
90% offered a salary of more than £30,000 £18,000 £37,500
10% offered a salary of more than £73,750 £52,500 £43,000
UK excluding London median salary £56,250 £19,000 £40,000
% change year-on-year
+196.06% -52.50%
SQLAlchemy
UK

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the England region.

Libraries, Frameworks & Software Standards Category
England
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
35664 38627 42642
As % of all permanent IT jobs located in England 38.94% 37.71% 38.96%
Number of salaries quoted 31370 33278 36207
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £40,500 £40,000 £40,000
% change year-on-year
+1.25% -

SQLAlchemy
Jobs Demand Trend in England

The demand trend of job ads across the England region citing SQLAlchemy as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

SQLAlchemy Jobs Demand Trend in England

SQLAlchemy
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SQLAlchemy across the England region.

SQLAlchemy Salary Trend in England

SQLAlchemy
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing SQLAlchemy across the England region over the 3 months to 25 August 2016.

SQLAlchemy Salary Histogram in England

SQLAlchemy
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SQLAlchemy within the England region over the 3 months to 25 August 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +75 14 £52,500 - 1
South East - 4 £56,250 - 3
SQLAlchemy
UK

SQLAlchemy
Top 30 Related IT Skills in England

For the 6 months to 25 August 2016, IT jobs citing SQLAlchemy 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 England region with a requirement for SQLAlchemy.

1 53 (100.00%) Python
2 41 (77.36%) PostgreSQL
3 35 (66.04%) Git (software)
4 32 (60.38%) Celery
5 28 (52.83%) SQL
6 26 (49.06%) Django
7 21 (39.62%) JavaScript
7 21 (39.62%) Linux
7 21 (39.62%) TDD
8 19 (35.85%) Flask
9 18 (33.96%) NumPy
9 18 (33.96%) NoSQL
9 18 (33.96%) REST
10 17 (32.08%) RabbitMQ
11 16 (30.19%) MySQL
12 15 (28.30%) Web Services
12 15 (28.30%) RESTful
12 15 (28.30%) Ansible
12 15 (28.30%) Cython
13 14 (26.42%) CSS
13 14 (26.42%) HTML
13 14 (26.42%) Agile Software Development
14 13 (24.53%) Big Data
14 13 (24.53%) Pyramid
15 12 (22.64%) Amazon AWS
16 11 (20.75%) Go
16 11 (20.75%) Apache Cassandra
16 11 (20.75%) Redis
16 11 (20.75%) VMware
16 11 (20.75%) Ubuntu

SQLAlchemy
Top Related IT Skills in 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 6 (11.32%) Elasticsearch
2 2 (3.77%) Apache Pig
Cloud Services
1 12 (22.64%) Amazon AWS
2 9 (16.98%) Cloud Computing
3 6 (11.32%) Google Cloud Platform
4 5 (9.43%) Amazon EC2
4 5 (9.43%) Amazon S3
4 5 (9.43%) Amazon SQS
Communications & Networking
1 5 (9.43%) HTTP
Database & Business Intelligence
1 41 (77.36%) PostgreSQL
2 18 (33.96%) NoSQL
3 16 (30.19%) MySQL
4 13 (24.53%) Big Data
5 11 (20.75%) Apache Cassandra
5 11 (20.75%) Redis
6 5 (9.43%) Amazon DynamoDB
6 5 (9.43%) Amazon RDS
7 2 (3.77%) Apache Hive
7 2 (3.77%) Data Warehouse
7 2 (3.77%) Hadoop
7 2 (3.77%) Impala
7 2 (3.77%) InfluxDB
7 2 (3.77%) MongoDB
7 2 (3.77%) SQL Server
7 2 (3.77%) SQL Server Integration Services
8 1 (1.89%) Oracle Database
8 1 (1.89%) RDBMS
8 1 (1.89%) Relational Database
Development Applications
1 35 (66.04%) Git (software)
2 6 (11.32%) JIRA
3 1 (1.89%) Cucumber
3 1 (1.89%) Jenkins
3 1 (1.89%) Selenium
3 1 (1.89%) WebDriver
General
1 7 (13.21%) Finance
2 5 (9.43%) Banking
3 3 (5.66%) Pharmaceutical
4 2 (3.77%) Automotive
Job Titles
1 52 (98.11%) Developer
2 51 (96.23%) Python Developer
3 13 (24.53%) Django Developer
3 13 (24.53%) Python/Django Developer
4 7 (13.21%) Senior Developer
5 6 (11.32%) Full Stack Developer
5 6 (11.32%) JavaScript Developer
5 6 (11.32%) Senior Python Developer
5 6 (11.32%) Software Developer
6 5 (9.43%) Machine Learning Developer
7 4 (7.55%) AWS Developer
8 3 (5.66%) C++ Developer
8 3 (5.66%) Lead Developer
9 2 (3.77%) Agile Developer
9 2 (3.77%) Analytics Developer
9 2 (3.77%) Junior
9 2 (3.77%) Junior Developer
9 2 (3.77%) Junior Python Developer
9 2 (3.77%) NoSQL Developer
9 2 (3.77%) Senior C++ Developer
Libraries, Frameworks & Software Standards
1 32 (60.38%) Celery
2 26 (49.06%) Django
3 19 (35.85%) Flask
4 18 (33.96%) NumPy
4 18 (33.96%) REST
5 17 (32.08%) RabbitMQ
6 15 (28.30%) RESTful
6 15 (28.30%) Web Services
7 14 (26.42%) CSS
7 14 (26.42%) HTML
8 13 (24.53%) Pyramid
9 5 (9.43%) JSON
9 5 (9.43%) WSGI
10 3 (5.66%) CSS3
10 3 (5.66%) HTML5
10 3 (5.66%) Pandas
11 2 (3.77%) jQuery
11 2 (3.77%) Pylons
12 1 (1.89%) Ruby on Rails
12 1 (1.89%) SciPy
Miscellaneous
1 8 (15.09%) Computer Science
1 8 (15.09%) Fintech
2 5 (9.43%) Mobile App
2 5 (9.43%) Mobile Banking
3 4 (7.55%) Mathematics
3 4 (7.55%) Physics
4 3 (5.66%) Analytical Skills
5 1 (1.89%) Clustering
Operating Systems
1 21 (39.62%) Linux
2 11 (20.75%) Ubuntu
3 2 (3.77%) Debian
4 1 (1.89%) Unix
Processes & Methodologies
1 21 (39.62%) TDD
2 14 (26.42%) Agile Software Development
3 10 (18.87%) OO
4 9 (16.98%) DevOps
4 9 (16.98%) Machine Learning
5 7 (13.21%) Continuous Integration
5 7 (13.21%) Microservices
5 7 (13.21%) Software Engineering
6 6 (11.32%) Bayesian Methods
6 6 (11.32%) E-Commerce
6 6 (11.32%) Unit Testing
6 6 (11.32%) Web Development
7 5 (9.43%) Fraud Detection
7 5 (9.43%) OOD
7 5 (9.43%) Scrum
7 5 (9.43%) Software Architecture
8 3 (5.66%) High Availability
8 3 (5.66%) Open Source
9 2 (3.77%) Dimensional Modelling
9 2 (3.77%) Process Architecture
Programming Languages
1 53 (100.00%) Python
2 28 (52.83%) SQL
3 21 (39.62%) JavaScript
4 15 (28.30%) Cython
5 11 (20.75%) Go
6 8 (15.09%) C++
7 7 (13.21%) PHP
8 6 (11.32%) Ruby
9 5 (9.43%) C
10 1 (1.89%) Perl
Qualifications
1 7 (13.21%) Degree
Quality Assurance & Compliance
1 5 (9.43%) QA
System Software
1 10 (18.87%) Docker
2 6 (11.32%) Varnish
Systems Management
1 15 (28.30%) Ansible
2 6 (11.32%) Opscode Chef
2 6 (11.32%) Puppet
3 2 (3.77%) Hadoop YARN
Vendors
1 11 (20.75%) VMware
2 7 (13.21%) Google
3 1 (1.89%) Oracle
3 1 (1.89%) Red Hat
3 1 (1.89%) SaltStack
London
Burns Sheehan
Salary: £40000 - £60000 per annum + Stock options
Posted: 6 days ago
Redruth, Cornwall
Headforwards
Salary: Competitive + Benefits
Posted: 8 days ago
Oxford
Hays West And Wales
Salary: £57000.00 - £60000.00 per annum + Benefits
Posted: 13 days ago
Oxford
Hays West And Wales
Salary: £53000.00 - £55000.00 per annum + Benefits
Posted: 14 days ago