The table below looks at the statistics for SQLAlchemy skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited SQLAlchemy over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
SQLAlchemy
Rank 890 963 983
Rank change year-on-year
+73 +20
Permanent jobs citing SQLAlchemy 22 12 4
As % of all permanent IT jobs located in the UK 0.023% 0.011% 0.003%
As % of the Libraries, Frameworks & Software Standards category 0.060% 0.029% 0.009%
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% -

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

Libraries, Frameworks & Software Standards Category
UK
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
36848 41127 43590
As % of all permanent IT jobs located in the UK 38.68% 37.70% 38.11%
Number of salaries quoted 31898 35336 36668
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 £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

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

SQLAlchemy Jobs Demand Trend in the UK

SQLAlchemy
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SQLAlchemy within the UK.

SQLAlchemy Salary Trend in the UK

SQLAlchemy
Salary Histogram

This chart provides a salary histogram for IT jobs citing SQLAlchemy over the 3 months to 30 September 2016 within the UK.

SQLAlchemy Salary Histogram in the UK

SQLAlchemy
Top 7 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SQLAlchemy within the UK over the 3 months to 30 September 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
England +67 21 £50,000 +33.33% 3
London +55 16 £47,500 -2.56% 1
Oxfordshire - 5 £54,000 -
South East - 5 £54,000 - 1
City of London +46 2 £37,500 -28.57%
Oxford - 2 £56,250 -
Witney - 1 £32,500 -

SQLAlchemy
Top 30 Related IT Skills

For the 6 months to 30 September 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 with a requirement for SQLAlchemy.

1 42 (100.00%) Python
2 29 (69.05%) PostgreSQL
3 23 (54.76%) Git (software)
4 22 (52.38%) SQL
5 21 (50.00%) Django
6 20 (47.62%) JavaScript
7 19 (45.24%) Linux
7 19 (45.24%) Celery
8 16 (38.10%) Ansible
8 16 (38.10%) Flask
9 15 (35.71%) Agile Software Development
10 14 (33.33%) TDD
10 14 (33.33%) REST
11 13 (30.95%) Amazon AWS
12 11 (26.19%) NumPy
12 11 (26.19%) RabbitMQ
12 11 (26.19%) CSS
12 11 (26.19%) Pyramid
13 10 (23.81%) MySQL
13 10 (23.81%) HTML
13 10 (23.81%) Big Data
13 10 (23.81%) Docker
14 9 (21.43%) DevOps
14 9 (21.43%) NoSQL
14 9 (21.43%) RESTful
14 9 (21.43%) Web Services
14 9 (21.43%) OO
14 9 (21.43%) Web Development
15 8 (19.05%) Degree
15 8 (19.05%) Ubuntu

SQLAlchemy
Top Related IT Skills 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 (11.90%) Elasticsearch
2 2 (4.76%) Apache Pig
3 1 (2.38%) Jupyter
Cloud Services
1 13 (30.95%) Amazon AWS
2 6 (14.29%) Cloud Computing
2 6 (14.29%) Google Cloud Platform
3 5 (11.90%) Amazon EC2
3 5 (11.90%) Amazon S3
3 5 (11.90%) Amazon SQS
Communications & Networking
1 2 (4.76%) HTTP
Database & Business Intelligence
1 29 (69.05%) PostgreSQL
2 10 (23.81%) Big Data
2 10 (23.81%) MySQL
3 9 (21.43%) NoSQL
4 8 (19.05%) Apache Cassandra
5 6 (14.29%) Amazon RDS
5 6 (14.29%) Redis
6 5 (11.90%) Amazon DynamoDB
7 2 (4.76%) Apache Hive
7 2 (4.76%) Data Warehouse
7 2 (4.76%) Hadoop
7 2 (4.76%) Impala
7 2 (4.76%) Relational Database
7 2 (4.76%) SQL Server
7 2 (4.76%) SQL Server Integration Services
8 1 (2.38%) Oracle Database
8 1 (2.38%) RDBMS
Development Applications
1 23 (54.76%) Git (software)
2 4 (9.52%) JIRA
3 2 (4.76%) Jenkins
4 1 (2.38%) Cucumber
4 1 (2.38%) Selenium
4 1 (2.38%) WebDriver
General
1 5 (11.90%) Banking
1 5 (11.90%) Finance
2 2 (4.76%) Automotive
3 1 (2.38%) Pharmaceutical
3 1 (2.38%) Retail
Job Titles
1 41 (97.62%) Developer
2 40 (95.24%) Python Developer
3 10 (23.81%) Django Developer
3 10 (23.81%) Python/Django Developer
4 8 (19.05%) Full Stack Developer
5 6 (14.29%) JavaScript Developer
5 6 (14.29%) Senior Developer
6 5 (11.90%) Senior Python Developer
7 4 (9.52%) AWS Developer
8 3 (7.14%) C++ Developer
9 2 (4.76%) Agile Developer
9 2 (4.76%) Analytics Developer
9 2 (4.76%) Junior
9 2 (4.76%) Junior Developer
9 2 (4.76%) Junior Python Developer
9 2 (4.76%) Lead Developer
9 2 (4.76%) Senior C++ Developer
9 2 (4.76%) Software Developer
9 2 (4.76%) SQL Developer
10 1 (2.38%) HTML CSS Developer
Libraries, Frameworks & Software Standards
1 21 (50.00%) Django
2 19 (45.24%) Celery
3 16 (38.10%) Flask
4 14 (33.33%) REST
5 11 (26.19%) CSS
5 11 (26.19%) NumPy
5 11 (26.19%) Pyramid
5 11 (26.19%) RabbitMQ
6 10 (23.81%) HTML
7 9 (21.43%) RESTful
7 9 (21.43%) Web Services
8 4 (9.52%) Pandas
9 3 (7.14%) jQuery
9 3 (7.14%) JSON
9 3 (7.14%) Pylons
10 2 (4.76%) HTML5
10 2 (4.76%) Sass
10 2 (4.76%) WSGI
11 1 (2.38%) AngularJS
11 1 (2.38%) PostGIS
Miscellaneous
1 8 (19.05%) Fintech
2 7 (16.67%) Computer Science
3 5 (11.90%) Mobile App
3 5 (11.90%) Mobile Banking
4 3 (7.14%) Mathematics
4 3 (7.14%) Physics
5 2 (4.76%) Analytical Skills
5 2 (4.76%) NHS
6 1 (2.38%) Clustering
Operating Systems
1 19 (45.24%) Linux
2 8 (19.05%) Ubuntu
3 1 (2.38%) Unix
Processes & Methodologies
1 15 (35.71%) Agile Software Development
2 14 (33.33%) TDD
3 9 (21.43%) DevOps
3 9 (21.43%) OO
3 9 (21.43%) Web Development
4 6 (14.29%) Software Engineering
5 5 (11.90%) Fraud Detection
5 5 (11.90%) Machine Learning
5 5 (11.90%) Unit Testing
6 4 (9.52%) E-Commerce
6 4 (9.52%) Microservices
6 4 (9.52%) Scrum
7 3 (7.14%) Analytics
7 3 (7.14%) Bayesian Methods
7 3 (7.14%) Continuous Integration
7 3 (7.14%) MVC
7 3 (7.14%) OOD
7 3 (7.14%) Software Architecture
8 2 (4.76%) Open Source
8 2 (4.76%) Process Improvement
Programming Languages
1 42 (100.00%) Python
2 22 (52.38%) SQL
3 20 (47.62%) JavaScript
4 8 (19.05%) Cython
4 8 (19.05%) Go
5 6 (14.29%) C++
5 6 (14.29%) Ruby
6 4 (9.52%) PHP
7 3 (7.14%) C
8 1 (2.38%) Perl
Qualifications
1 8 (19.05%) Degree
Quality Assurance & Compliance
1 6 (14.29%) QA
System Software
1 10 (23.81%) Docker
2 3 (7.14%) Varnish
Systems Management
1 16 (38.10%) Ansible
2 6 (14.29%) Opscode Chef
2 6 (14.29%) Puppet
3 2 (4.76%) Hadoop YARN
Vendors
1 8 (19.05%) VMware
2 7 (16.67%) Google
3 1 (2.38%) Oracle
3 1 (2.38%) Red Hat
3 1 (2.38%) SaltStack
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