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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
SQLAlchemy
Rank 853 933 967
Rank change year-on-year
+80 +34
Permanent jobs citing SQLAlchemy 24 25 9
As % of all permanent IT jobs located in the UK 0.026% 0.024% 0.008%
As % of the Libraries, Frameworks & Software Standards category 0.067% 0.061% 0.021%
Number of salaries quoted 22 23 9
Median salary £57,500 £52,500 £40,000
Median salary % change year-on-year
+9.52% +31.25%
90% offered a salary of more than £40,500 £47,500 £34,000
10% offered a salary of more than £80,000 £60,000 £50,000
UK excluding London median salary £40,000 - £35,000

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
35610 40712 42399
As % of all permanent IT jobs located in the UK 39.21% 38.33% 36.96%
Number of salaries quoted 30761 34923 36449
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £31,500 £30,459 £30,000
10% offered a salary of more than £70,000 £62,500 £67,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 5 December 2016 within the UK.

SQLAlchemy Salary Histogram in the UK

SQLAlchemy
Top 8 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 5 December 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 +71 23 £57,500 +9.52% 2
London +70 20 £60,000 +14.28% 1
Tyne and Wear - 2 £40,000 -
Newcastle upon Tyne - 2 £40,000 -
North East - 2 £40,000 -
South East - 1 £32,500 -
Oxfordshire - 1 £32,500 -
Witney - 1 £32,500 -

SQLAlchemy
Top 30 Related IT Skills

For the 6 months to 5 December 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 28 (66.67%) PostgreSQL
3 26 (61.90%) Django
3 26 (61.90%) Git (software)
4 25 (59.52%) Flask
5 21 (50.00%) JavaScript
6 20 (47.62%) Agile Software Development
7 18 (42.86%) SQL
7 18 (42.86%) Linux
8 17 (40.48%) REST
9 16 (38.10%) MySQL
10 14 (33.33%) Go
10 14 (33.33%) Celery
11 12 (28.57%) Ansible
11 12 (28.57%) DevOps
11 12 (28.57%) Elasticsearch
11 12 (28.57%) Redis
11 12 (28.57%) RabbitMQ
11 12 (28.57%) OO
12 11 (26.19%) HTML
12 11 (26.19%) Unit Testing
13 10 (23.81%) Amazon AWS
13 10 (23.81%) CSS
13 10 (23.81%) JIRA
13 10 (23.81%) Relational Database
14 9 (21.43%) Pyramid
14 9 (21.43%) OOP
14 9 (21.43%) PHP
14 9 (21.43%) SOA
14 9 (21.43%) Varnish

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 12 (28.57%) Elasticsearch
2 2 (4.76%) Apache Pig
2 2 (4.76%) nginx
3 1 (2.38%) Jupyter
Cloud Services
1 10 (23.81%) Amazon AWS
2 5 (11.90%) Amazon EC2
2 5 (11.90%) Amazon S3
2 5 (11.90%) Amazon SQS
2 5 (11.90%) Google Cloud Platform
3 3 (7.14%) Google App Engine
4 2 (4.76%) Cloud Computing
Communications & Networking
1 4 (9.52%) HTTP
Database & Business Intelligence
1 28 (66.67%) PostgreSQL
2 16 (38.10%) MySQL
3 12 (28.57%) Redis
4 10 (23.81%) Relational Database
5 8 (19.05%) NoSQL
6 7 (16.67%) Amazon DynamoDB
7 6 (14.29%) Amazon RDS
8 5 (11.90%) Apache Cassandra
8 5 (11.90%) Big Data
9 2 (4.76%) Apache Hive
9 2 (4.76%) Data Warehouse
9 2 (4.76%) Hadoop
9 2 (4.76%) Impala
9 2 (4.76%) MongoDB
9 2 (4.76%) SQL Server
9 2 (4.76%) SQL Server Integration Services
10 1 (2.38%) Oracle Database
10 1 (2.38%) RDBMS
Development Applications
1 26 (61.90%) Git (software)
2 10 (23.81%) JIRA
3 5 (11.90%) Subversion
4 4 (9.52%) Jenkins
5 1 (2.38%) Mercurial
5 1 (2.38%) Vagrant
General
1 5 (11.90%) Banking
2 4 (9.52%) Automotive
3 3 (7.14%) Finance
4 2 (4.76%) Games
4 2 (4.76%) Marketing
5 1 (2.38%) Retail
Job Titles
1 37 (88.10%) Developer
2 34 (80.95%) Python Developer
3 9 (21.43%) Django Developer
3 9 (21.43%) Full Stack Developer
3 9 (21.43%) Python/Django Developer
4 6 (14.29%) SQL Developer
5 5 (11.90%) JavaScript Developer
6 3 (7.14%) Senior Developer
7 2 (4.76%) Cloud Developer
7 2 (4.76%) Games Developer
7 2 (4.76%) Junior
7 2 (4.76%) Junior Developer
7 2 (4.76%) Junior Python Developer
7 2 (4.76%) Lead Developer
7 2 (4.76%) Machine Learning Developer
7 2 (4.76%) Senior Python Developer
7 2 (4.76%) Senior SQL Developer
8 1 (2.38%) Linux Developer
8 1 (2.38%) PostgreSQL Developer
Libraries, Frameworks & Software Standards
1 26 (61.90%) Django
2 25 (59.52%) Flask
3 17 (40.48%) REST
4 14 (33.33%) Celery
5 12 (28.57%) RabbitMQ
6 11 (26.19%) HTML
7 10 (23.81%) CSS
8 9 (21.43%) Pyramid
9 8 (19.05%) AngularJS
9 8 (19.05%) HTML5
10 5 (11.90%) jQuery
10 5 (11.90%) React
11 4 (9.52%) JSON
11 4 (9.52%) NumPy
12 3 (7.14%) CSS3
12 3 (7.14%) Pandas
12 3 (7.14%) Pylons
12 3 (7.14%) RESTful
12 3 (7.14%) Sass
12 3 (7.14%) Web Services
Miscellaneous
1 5 (11.90%) Fintech
1 5 (11.90%) Mobile App
1 5 (11.90%) Mobile Banking
2 3 (7.14%) Computer Science
3 2 (4.76%) Analytical Skills
3 2 (4.76%) Mathematics
3 2 (4.76%) NHS
3 2 (4.76%) Physics
4 1 (2.38%) Clustering
Operating Systems
1 18 (42.86%) Linux
2 4 (9.52%) Ubuntu
3 1 (2.38%) CoreOS
3 1 (2.38%) Unix
Processes & Methodologies
1 20 (47.62%) Agile Software Development
2 12 (28.57%) DevOps
2 12 (28.57%) OO
3 11 (26.19%) Unit Testing
4 9 (21.43%) OOP
4 9 (21.43%) SOA
5 7 (16.67%) Scrum
5 7 (16.67%) TDD
6 6 (14.29%) Web Development
7 5 (11.90%) Fraud Detection
7 5 (11.90%) Software Engineering
8 3 (7.14%) Continuous Integration
8 3 (7.14%) Machine Learning
8 3 (7.14%) MVC
9 2 (4.76%) Business Intelligence
9 2 (4.76%) Dimensional Modelling
9 2 (4.76%) E-Commerce
9 2 (4.76%) ETL
9 2 (4.76%) Process Improvement
9 2 (4.76%) Software Architecture
Programming Languages
1 42 (100.00%) Python
2 21 (50.00%) JavaScript
3 18 (42.86%) SQL
4 14 (33.33%) Go
5 9 (21.43%) PHP
6 5 (11.90%) Ruby
7 3 (7.14%) C++
8 2 (4.76%) C
8 2 (4.76%) Cython
9 1 (2.38%) Perl
Qualifications
1 9 (21.43%) Degree
Quality Assurance & Compliance
1 2 (4.76%) QA
System Software
1 9 (21.43%) Varnish
2 7 (16.67%) Docker
Systems Management
1 12 (28.57%) Ansible
2 6 (14.29%) Opscode Chef
2 6 (14.29%) Puppet
3 2 (4.76%) Hadoop YARN
Vendors
1 6 (14.29%) Google
2 3 (7.14%) VMware
3 1 (2.38%) Oracle
3 1 (2.38%) Red Hat
3 1 (2.38%) SaltStack
Central London
Savvy Recruitment
Salary: £60,000 - £70,000 per year
Posted: 5 days ago
Cambridge, Cambridgeshire
Enthought
Salary: Commensurate with experience
Posted: 24 days ago