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 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
SQLAlchemy
Rank 855 920 959
Rank change year-on-year
+65 +39
Permanent jobs citing SQLAlchemy 21 12 4
As % of all permanent IT jobs located in England 0.024% 0.012% 0.004%
As % of the Libraries, Frameworks & Software Standards category 0.061% 0.031% 0.010%
Number of salaries quoted 19 12 4
Median salary £50,000 £37,500 £37,500
Median salary % change year-on-year
+33.33% -
UK excluding London median salary £54,000 £19,000 -
% change year-on-year
+184.21% -
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
34266 38607 40770
As % of all permanent IT jobs located in England 38.76% 37.98% 38.21%
Number of salaries quoted 29838 33424 34593
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 £32,000 £30,000 £30,000
10% offered a salary of more than £70,000 £62,500 £67,500
UK excluding London median salary £42,000 £40,000 £40,000
% change year-on-year
+5.00% -

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 1 October 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 1 October 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 +69 16 £47,500 -2.56% 2
South East - 5 £54,000 - 1
SQLAlchemy
UK

SQLAlchemy
Top 30 Related IT Skills in England

For the 6 months to 1 October 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 41 (100.00%) Python
2 28 (68.29%) PostgreSQL
3 22 (53.66%) SQL
3 22 (53.66%) Git (software)
4 20 (48.78%) Django
5 19 (46.34%) JavaScript
5 19 (46.34%) Linux
5 19 (46.34%) Celery
6 16 (39.02%) Ansible
7 15 (36.59%) Flask
7 15 (36.59%) Agile Software Development
8 14 (34.15%) TDD
9 13 (31.71%) Amazon AWS
9 13 (31.71%) REST
10 11 (26.83%) NumPy
10 11 (26.83%) RabbitMQ
10 11 (26.83%) CSS
10 11 (26.83%) Pyramid
11 10 (24.39%) MySQL
11 10 (24.39%) Big Data
12 9 (21.95%) Docker
12 9 (21.95%) NoSQL
12 9 (21.95%) RESTful
12 9 (21.95%) HTML
12 9 (21.95%) Web Services
12 9 (21.95%) OO
12 9 (21.95%) Web Development
13 8 (19.51%) Degree
13 8 (19.51%) Ubuntu
13 8 (19.51%) VMware

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 5 (12.20%) Elasticsearch
2 2 (4.88%) Apache Pig
3 1 (2.44%) Jupyter
Cloud Services
1 13 (31.71%) Amazon AWS
2 6 (14.63%) Cloud Computing
2 6 (14.63%) Google Cloud Platform
3 5 (12.20%) Amazon EC2
3 5 (12.20%) Amazon S3
3 5 (12.20%) Amazon SQS
Communications & Networking
1 2 (4.88%) HTTP
Database & Business Intelligence
1 28 (68.29%) PostgreSQL
2 10 (24.39%) Big Data
2 10 (24.39%) MySQL
3 9 (21.95%) NoSQL
4 8 (19.51%) Apache Cassandra
5 6 (14.63%) Amazon RDS
5 6 (14.63%) Redis
6 5 (12.20%) Amazon DynamoDB
7 2 (4.88%) Apache Hive
7 2 (4.88%) Data Warehouse
7 2 (4.88%) Hadoop
7 2 (4.88%) Impala
7 2 (4.88%) Relational Database
7 2 (4.88%) SQL Server
7 2 (4.88%) SQL Server Integration Services
8 1 (2.44%) Oracle Database
8 1 (2.44%) RDBMS
Development Applications
1 22 (53.66%) Git (software)
2 4 (9.76%) JIRA
3 2 (4.88%) Jenkins
4 1 (2.44%) Cucumber
4 1 (2.44%) Selenium
4 1 (2.44%) WebDriver
General
1 5 (12.20%) Banking
1 5 (12.20%) Finance
2 2 (4.88%) Automotive
3 1 (2.44%) Pharmaceutical
3 1 (2.44%) Retail
Job Titles
1 40 (97.56%) Developer
2 39 (95.12%) Python Developer
3 9 (21.95%) Django Developer
3 9 (21.95%) Python/Django Developer
4 8 (19.51%) Full Stack Developer
5 6 (14.63%) JavaScript Developer
5 6 (14.63%) Senior Developer
6 5 (12.20%) Senior Python Developer
7 4 (9.76%) AWS Developer
8 3 (7.32%) C++ Developer
9 2 (4.88%) Agile Developer
9 2 (4.88%) Analytics Developer
9 2 (4.88%) Junior
9 2 (4.88%) Junior Developer
9 2 (4.88%) Junior Python Developer
9 2 (4.88%) Lead Developer
9 2 (4.88%) Senior C++ Developer
9 2 (4.88%) Software Developer
9 2 (4.88%) SQL Developer
10 1 (2.44%) HTML CSS Developer
Libraries, Frameworks & Software Standards
1 20 (48.78%) Django
2 19 (46.34%) Celery
3 15 (36.59%) Flask
4 13 (31.71%) REST
5 11 (26.83%) CSS
5 11 (26.83%) NumPy
5 11 (26.83%) Pyramid
5 11 (26.83%) RabbitMQ
6 9 (21.95%) HTML
6 9 (21.95%) RESTful
6 9 (21.95%) Web Services
7 4 (9.76%) Pandas
8 3 (7.32%) jQuery
8 3 (7.32%) JSON
8 3 (7.32%) Pylons
9 2 (4.88%) WSGI
10 1 (2.44%) PostGIS
10 1 (2.44%) pytest
10 1 (2.44%) Ruby on Rails
10 1 (2.44%) Sass
Miscellaneous
1 8 (19.51%) Fintech
2 7 (17.07%) Computer Science
3 5 (12.20%) Mobile App
3 5 (12.20%) Mobile Banking
4 3 (7.32%) Mathematics
4 3 (7.32%) Physics
5 2 (4.88%) Analytical Skills
5 2 (4.88%) NHS
6 1 (2.44%) Clustering
Operating Systems
1 19 (46.34%) Linux
2 8 (19.51%) Ubuntu
3 1 (2.44%) Unix
Processes & Methodologies
1 15 (36.59%) Agile Software Development
2 14 (34.15%) TDD
3 9 (21.95%) OO
3 9 (21.95%) Web Development
4 8 (19.51%) DevOps
5 6 (14.63%) Software Engineering
6 5 (12.20%) Fraud Detection
6 5 (12.20%) Machine Learning
6 5 (12.20%) Unit Testing
7 4 (9.76%) E-Commerce
7 4 (9.76%) Scrum
8 3 (7.32%) Analytics
8 3 (7.32%) Bayesian Methods
8 3 (7.32%) Continuous Integration
8 3 (7.32%) Microservices
8 3 (7.32%) MVC
8 3 (7.32%) OOD
8 3 (7.32%) Software Architecture
9 2 (4.88%) Dimensional Modelling
9 2 (4.88%) Open Source
Programming Languages
1 41 (100.00%) Python
2 22 (53.66%) SQL
3 19 (46.34%) JavaScript
4 8 (19.51%) Cython
4 8 (19.51%) Go
5 6 (14.63%) C++
5 6 (14.63%) Ruby
6 4 (9.76%) PHP
7 3 (7.32%) C
8 1 (2.44%) Perl
Qualifications
1 8 (19.51%) Degree
Quality Assurance & Compliance
1 6 (14.63%) QA
System Software
1 9 (21.95%) Docker
2 3 (7.32%) Varnish
Systems Management
1 16 (39.02%) Ansible
2 6 (14.63%) Opscode Chef
2 6 (14.63%) Puppet
3 2 (4.88%) Hadoop YARN
Vendors
1 8 (19.51%) VMware
2 7 (17.07%) Google
3 1 (2.44%) Oracle
3 1 (2.44%) Red Hat
3 1 (2.44%) SaltStack
London
Burns Sheehan
Salary: £40000 - £60000 per annum + Stock options
Posted: 1 hour ago
St. Albans, Hertfordshire
Digitech Resourcing Ltd
Salary: From £35,000 to £50,000 per annum plus benefits and relocation
Posted: 3 days ago
London
Burns Sheehan
Salary: £40000 - £60000 per annum + Stock options
Posted: 2 days ago
Ascot, Berkshire
Stafford-Sharp Associates
Salary: £75000 per annum + Share options
Posted: 4 days ago