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

3 months to
9 Dec 2016
Same period 2015 Same period 2014
SQLAlchemy
Rank 841 907 957
Rank change year-on-year
+66 +50
Permanent jobs citing SQLAlchemy 23 27 9
As % of all permanent IT jobs located in England 0.027% 0.027% 0.008%
As % of the Libraries, Frameworks & Software Standards category 0.070% 0.071% 0.023%
Number of salaries quoted 22 25 9
Median salary £58,750 £52,500 £40,000
Median salary % change year-on-year
+11.90% +31.25%
90% offered a salary of more than £40,750 £46,000 £34,000
10% offered a salary of more than £80,000 £60,000 £50,000
UK excluding London median salary £40,000 - £35,000
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
32981 38268 39459
As % of all permanent IT jobs located in England 39.24% 38.48% 37.04%
Number of salaries quoted 28683 33066 34139
Median salary £46,000 £45,000 £42,500
Median salary % change year-on-year
+2.22% +5.88%
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £70,000 £62,500 £67,500
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +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 9 December 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 9 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
London +58 20 £60,000 +14.28% 5
North East - 2 £40,000 -
South East - 1 £32,500 -
SQLAlchemy
UK

SQLAlchemy
Top 30 Related IT Skills in England

For the 6 months to 9 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 across the England region with a requirement for SQLAlchemy.

1 42 (100.00%) Python
2 28 (66.67%) PostgreSQL
3 25 (59.52%) Django
3 25 (59.52%) Git (software)
3 25 (59.52%) Flask
4 20 (47.62%) Agile Software Development
4 20 (47.62%) JavaScript
5 18 (42.86%) SQL
5 18 (42.86%) Linux
6 16 (38.10%) MySQL
6 16 (38.10%) REST
7 14 (33.33%) Go
7 14 (33.33%) Celery
8 13 (30.95%) OO
9 12 (28.57%) Ansible
9 12 (28.57%) Elasticsearch
9 12 (28.57%) Redis
9 12 (28.57%) RabbitMQ
10 11 (26.19%) Amazon AWS
10 11 (26.19%) Unit Testing
10 11 (26.19%) DevOps
11 10 (23.81%) Relational Database
11 10 (23.81%) OOP
11 10 (23.81%) CSS
11 10 (23.81%) HTML
11 10 (23.81%) Degree
11 10 (23.81%) JIRA
12 9 (21.43%) PHP
12 9 (21.43%) SOA
12 9 (21.43%) Varnish

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 12 (28.57%) Elasticsearch
2 2 (4.76%) Apache Pig
2 2 (4.76%) nginx
3 1 (2.38%) Jupyter
Cloud Services
1 11 (26.19%) 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 25 (59.52%) 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 6 (14.29%) Banking
2 4 (9.52%) Automotive
2 4 (9.52%) Finance
3 2 (4.76%) Games
3 2 (4.76%) Marketing
4 1 (2.38%) Retail
Job Titles
1 36 (85.71%) Developer
2 33 (78.57%) Python Developer
3 9 (21.43%) Full Stack Developer
4 8 (19.05%) Django Developer
4 8 (19.05%) Python/Django Developer
5 6 (14.29%) SQL Developer
6 5 (11.90%) JavaScript Developer
7 3 (7.14%) Senior Developer
8 2 (4.76%) Cloud Developer
8 2 (4.76%) Games Developer
8 2 (4.76%) Junior
8 2 (4.76%) Junior Developer
8 2 (4.76%) Junior Python Developer
8 2 (4.76%) Lead Developer
8 2 (4.76%) Machine Learning Developer
8 2 (4.76%) Senior Python Developer
8 2 (4.76%) Senior SQL Developer
9 1 (2.38%) Linux Developer
9 1 (2.38%) PostgreSQL Developer
Libraries, Frameworks & Software Standards
1 25 (59.52%) Django
1 25 (59.52%) Flask
2 16 (38.10%) REST
3 14 (33.33%) Celery
4 12 (28.57%) RabbitMQ
5 10 (23.81%) CSS
5 10 (23.81%) HTML
6 9 (21.43%) Pyramid
7 7 (16.67%) AngularJS
7 7 (16.67%) HTML5
8 5 (11.90%) jQuery
9 4 (9.52%) JSON
9 4 (9.52%) NumPy
9 4 (9.52%) React
10 3 (7.14%) CSS3
10 3 (7.14%) Pandas
10 3 (7.14%) Pylons
10 3 (7.14%) RESTful
10 3 (7.14%) Web Services
11 2 (4.76%) Sass
Miscellaneous
1 6 (14.29%) Fintech
2 5 (11.90%) Mobile App
2 5 (11.90%) Mobile Banking
3 4 (9.52%) Computer Science
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%) Algorithms
6 1 (2.38%) Clustering
6 1 (2.38%) Virtual Team
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 13 (30.95%) OO
3 11 (26.19%) DevOps
3 11 (26.19%) Unit Testing
4 10 (23.81%) OOP
5 9 (21.43%) SOA
6 7 (16.67%) Scrum
6 7 (16.67%) TDD
7 6 (14.29%) Web Development
8 5 (11.90%) Fraud Detection
8 5 (11.90%) Software Engineering
9 4 (9.52%) Continuous Integration
9 4 (9.52%) Machine Learning
10 3 (7.14%) MVC
11 2 (4.76%) Asset Management
11 2 (4.76%) Business Intelligence
11 2 (4.76%) Dimensional Modelling
11 2 (4.76%) E-Commerce
11 2 (4.76%) ETL
11 2 (4.76%) OOD
Programming Languages
1 42 (100.00%) Python
2 20 (47.62%) 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 10 (23.81%) Degree
Quality Assurance & Compliance
1 2 (4.76%) QA
System Software
1 9 (21.43%) Varnish
2 6 (14.29%) 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
North London
Client Server
Salary: £60k to £70k + benefits
Posted: 22 hours ago
City, London
E-synergy Solutions
Salary: £60000 - £80000 per annum + benefits
Posted: 2 days ago
City, London
Oho Group Ltd.
Salary: £60000 - £70000 per annum
Posted: 3 days ago
Central London
OHO Group Ltd.
Salary: £60000 - £70000 per annum
Posted: 4 days ago
Central London
Savvy Recruitment
Salary: £60,000 - £70,000 per year
Posted: 9 days ago