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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
SQLAlchemy
UK / England
Rank 808 854 923
Rank change year-on-year
+46 +69
Permanent jobs citing SQLAlchemy 16 59 10
As % of all permanent IT jobs located in England 0.020% 0.062% 0.010%
As % of the Libraries, Frameworks & Software Standards category 0.052% 0.16% 0.027%
Number of salaries quoted 16 58 10
Median salary £67,500 £52,500 £50,000
Median salary % change year-on-year
+28.57% +5.00%
90% offered a salary of more than £41,250 £47,500 £35,000
10% offered a salary of more than £102,500 £60,000 £77,500
UK excluding London median salary £35,000 - £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 in the England region.

Libraries, Frameworks & Software Standards Category
England
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
31004 36718 37275
As % of all permanent IT jobs located in England 39.41% 38.51% 37.45%
Number of salaries quoted 26794 31949 32183
Median salary £45,000 £45,000 £43,500
Median salary % change year-on-year
- +3.44%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 23 February 2017.

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 23 February 2017. 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 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 +34 15 £70,000 +33.33% 2
North East - 1 £35,000 -
SQLAlchemy
UK

SQLAlchemy
Top 30 Related IT Skills in England

For the 6 months to 23 February 2017, 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 32 (76.19%) Flask
3 27 (64.29%) Django
4 23 (54.76%) Git (software)
5 22 (52.38%) PostgreSQL
6 17 (40.48%) OO
7 16 (38.10%) Linux
7 16 (38.10%) JavaScript
7 16 (38.10%) Amazon AWS
7 16 (38.10%) Celery
8 14 (33.33%) Elasticsearch
8 14 (33.33%) SQL
8 14 (33.33%) MySQL
8 14 (33.33%) Agile Software Development
8 14 (33.33%) TDD
8 14 (33.33%) Degree
9 13 (30.95%) DevOps
9 13 (30.95%) NoSQL
9 13 (30.95%) REST
10 12 (28.57%) Redis
10 12 (28.57%) HTML5
10 12 (28.57%) CSS
10 12 (28.57%) OOP
10 12 (28.57%) Finance
10 12 (28.57%) HTML
11 11 (26.19%) PHP
11 11 (26.19%) Computer Science
11 11 (26.19%) RabbitMQ
12 10 (23.81%) Go
12 10 (23.81%) AngularJS

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 14 (33.33%) Elasticsearch
2 3 (7.14%) nginx
3 2 (4.76%) Apache Airflow
3 2 (4.76%) Apache Spark
3 2 (4.76%) Luigi
3 2 (4.76%) uWSGI
4 1 (2.38%) Jupyter
Cloud Services
1 16 (38.10%) Amazon AWS
2 5 (11.90%) Google Cloud Platform
3 3 (7.14%) GitHub
3 3 (7.14%) Google App Engine
4 2 (4.76%) AWS Lambda
4 2 (4.76%) Cloud Computing
4 2 (4.76%) Microsoft Azure
5 1 (2.38%) Amazon EC2
5 1 (2.38%) Amazon S3
5 1 (2.38%) Amazon SQS
Communications & Networking
1 6 (14.29%) HTTP
Database & Business Intelligence
1 22 (52.38%) PostgreSQL
2 14 (33.33%) MySQL
3 13 (30.95%) NoSQL
4 12 (28.57%) Redis
5 9 (21.43%) Relational Database
6 6 (14.29%) Amazon DynamoDB
7 5 (11.90%) MongoDB
8 3 (7.14%) Apache Cassandra
9 2 (4.76%) Amazon RDS
9 2 (4.76%) GIS
9 2 (4.76%) Hadoop
9 2 (4.76%) Neo4j
10 1 (2.38%) Big Data
Development Applications
1 23 (54.76%) Git (software)
2 10 (23.81%) JIRA
3 8 (19.05%) Subversion
4 4 (9.52%) Jenkins
5 3 (7.14%) Team Foundation Server
6 1 (2.38%) Mercurial
6 1 (2.38%) Vagrant
General
1 12 (28.57%) Finance
2 6 (14.29%) Banking
3 3 (7.14%) Automotive
3 3 (7.14%) Financial Institution
4 2 (4.76%) Games
4 2 (4.76%) Marketing
5 1 (2.38%) Advertising
5 1 (2.38%) Retail
5 1 (2.38%) Telecoms
Job Titles
1 31 (73.81%) Developer
2 29 (69.05%) Python Developer
3 9 (21.43%) Django Developer
3 9 (21.43%) Python/Django Developer
4 5 (11.90%) Full Stack Developer
4 5 (11.90%) SQL Developer
5 4 (9.52%) Software Engineer
6 3 (7.14%) JavaScript Developer
6 3 (7.14%) Python Software Engineer
6 3 (7.14%) Senior Developer
6 3 (7.14%) Senior Python Developer
7 2 (4.76%) Cloud Developer
7 2 (4.76%) DevOps Engineer
7 2 (4.76%) Games Developer
7 2 (4.76%) HTML CSS Developer
7 2 (4.76%) HTML Developer
7 2 (4.76%) Machine Learning Developer
8 1 (2.38%) Data Engineer
8 1 (2.38%) Linux Developer
8 1 (2.38%) PostgreSQL Developer
Libraries, Frameworks & Software Standards
1 32 (76.19%) Flask
2 27 (64.29%) Django
3 16 (38.10%) Celery
4 13 (30.95%) REST
5 12 (28.57%) CSS
5 12 (28.57%) HTML
5 12 (28.57%) HTML5
6 11 (26.19%) RabbitMQ
7 10 (23.81%) AngularJS
8 9 (21.43%) NumPy
9 7 (16.67%) CSS3
10 6 (14.29%) Pyramid
11 5 (11.90%) JSON
11 5 (11.90%) Pandas
11 5 (11.90%) React
12 4 (9.52%) jQuery
13 3 (7.14%) CherryPy
13 3 (7.14%) Node.js
13 3 (7.14%) RESTful
13 3 (7.14%) SciPy
Miscellaneous
1 11 (26.19%) Computer Science
2 8 (19.05%) Algorithms
3 6 (14.29%) Fintech
4 3 (7.14%) Data Structures
4 3 (7.14%) Mobile App
4 3 (7.14%) Mobile Banking
4 3 (7.14%) Virtual Team
5 2 (4.76%) Linux Command Line
5 2 (4.76%) NHS
6 1 (2.38%) Analytical Skills
6 1 (2.38%) Client/Server
6 1 (2.38%) Social Media
Operating Systems
1 16 (38.10%) Linux
2 3 (7.14%) Ubuntu
3 1 (2.38%) CoreOS
Processes & Methodologies
1 17 (40.48%) OO
2 14 (33.33%) Agile Software Development
2 14 (33.33%) TDD
3 13 (30.95%) DevOps
4 12 (28.57%) OOP
5 10 (23.81%) Unit Testing
6 9 (21.43%) Continuous Integration
6 9 (21.43%) SOA
6 9 (21.43%) Software Engineering
7 8 (19.05%) Machine Learning
8 6 (14.29%) Scrum
9 5 (11.90%) Microservices
9 5 (11.90%) Web Development
10 4 (9.52%) Analytics
10 4 (9.52%) Mathematics
10 4 (9.52%) Physics
11 3 (7.14%) Data Modelling
11 3 (7.14%) ETL
11 3 (7.14%) Software Architecture
11 3 (7.14%) Use Case
Programming Languages
1 42 (100.00%) Python
2 16 (38.10%) JavaScript
3 14 (33.33%) SQL
4 11 (26.19%) PHP
5 10 (23.81%) Go
6 3 (7.14%) C++
6 3 (7.14%) Ruby
7 2 (4.76%) C
7 2 (4.76%) Cython
7 2 (4.76%) R
Qualifications
1 14 (33.33%) Degree
Quality Assurance & Compliance
1 1 (2.38%) QA
System Software
1 9 (21.43%) Varnish
2 6 (14.29%) Docker
Systems Management
1 7 (16.67%) Ansible
2 1 (2.38%) Opscode Chef
2 1 (2.38%) Puppet
Vendors
1 5 (11.90%) Google
2 3 (7.14%) Salesforce.com
2 3 (7.14%) Tableau
Birmingham, West Midlands (County)
Premier IT
Salary: £35000 - £50000 per annum
Posted: 5 days ago
London
Harrington Starr
Salary: £55000 - £65000 per annum + Benefits + Bonus
Posted: 2 days ago
London
Client Server
Salary: £55000 - £70000 per annum + benefits
Posted: 13 days ago