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 28 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Aug 2016
Same period 2015 Same period 2014
SQLAlchemy
Rank 882 967 987
Rank change year-on-year
+85 +20
Permanent jobs citing SQLAlchemy 17 10 7
As % of all permanent IT jobs located in the UK 0.018% 0.009% 0.006%
As % of the Libraries, Frameworks & Software Standards category 0.045% 0.024% 0.016%
Number of salaries quoted 15 10 6
Median salary £52,500 £37,500 £37,500
Median salary % change year-on-year
+40.00% -
UK excluding London median salary £56,250 £19,000 £40,000
% change year-on-year
+196.06% -52.50%

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
37367 41054 44673
As % of all permanent IT jobs located in the UK 38.76% 37.53% 38.44%
Number of salaries quoted 32553 35063 37550
Median salary £46,500 £45,000 £42,500
Median salary % change year-on-year
+3.33% +5.88%
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £70,000 £64,000 £67,500
UK excluding London median salary £41,000 £40,000 £40,000
% change year-on-year
+2.50% -

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 28 August 2016 within the UK.

SQLAlchemy Salary Histogram in the UK

SQLAlchemy
Top 6 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 28 August 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 +73 17 £52,500 +40.00% 6
London +52 13 £52,500 +7.69% 2
City of London +54 4 £52,500 - 1
Oxfordshire - 4 £56,250 - 2
South East - 4 £56,250 - 3
Oxford - 2 £56,250 - 2

SQLAlchemy
Top 30 Related IT Skills

For the 6 months to 28 August 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 52 (100.00%) Python
2 40 (76.92%) PostgreSQL
3 35 (67.31%) Git (software)
4 31 (59.62%) Celery
5 28 (53.85%) SQL
6 26 (50.00%) Django
7 21 (40.38%) JavaScript
7 21 (40.38%) Linux
8 20 (38.46%) TDD
9 19 (36.54%) Flask
10 17 (32.69%) NumPy
10 17 (32.69%) NoSQL
10 17 (32.69%) RabbitMQ
10 17 (32.69%) REST
11 16 (30.77%) MySQL
12 15 (28.85%) Ansible
13 14 (26.92%) Cython
13 14 (26.92%) RESTful
13 14 (26.92%) HTML
13 14 (26.92%) CSS
13 14 (26.92%) Web Services
13 14 (26.92%) Agile Software Development
14 13 (25.00%) Big Data
14 13 (25.00%) Pyramid
15 12 (23.08%) Amazon AWS
16 11 (21.15%) Apache Cassandra
16 11 (21.15%) Go
16 11 (21.15%) Redis
16 11 (21.15%) VMware
16 11 (21.15%) 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 6 (11.54%) Elasticsearch
2 2 (3.85%) Apache Pig
Cloud Services
1 12 (23.08%) Amazon AWS
2 9 (17.31%) Cloud Computing
3 6 (11.54%) Google Cloud Platform
4 5 (9.62%) Amazon EC2
4 5 (9.62%) Amazon S3
4 5 (9.62%) Amazon SQS
Communications & Networking
1 5 (9.62%) HTTP
Database & Business Intelligence
1 40 (76.92%) PostgreSQL
2 17 (32.69%) NoSQL
3 16 (30.77%) MySQL
4 13 (25.00%) Big Data
5 11 (21.15%) Apache Cassandra
5 11 (21.15%) Redis
6 5 (9.62%) Amazon DynamoDB
6 5 (9.62%) Amazon RDS
7 2 (3.85%) Apache Hive
7 2 (3.85%) Data Warehouse
7 2 (3.85%) Hadoop
7 2 (3.85%) Impala
7 2 (3.85%) InfluxDB
7 2 (3.85%) MongoDB
7 2 (3.85%) SQL Server
7 2 (3.85%) SQL Server Integration Services
8 1 (1.92%) Oracle Database
8 1 (1.92%) RDBMS
8 1 (1.92%) Relational Database
Development Applications
1 35 (67.31%) Git (software)
2 6 (11.54%) JIRA
3 1 (1.92%) Cucumber
3 1 (1.92%) Jenkins
3 1 (1.92%) Selenium
3 1 (1.92%) WebDriver
General
1 6 (11.54%) Finance
2 5 (9.62%) Banking
3 3 (5.77%) Pharmaceutical
4 2 (3.85%) Automotive
Job Titles
1 51 (98.08%) Developer
2 50 (96.15%) Python Developer
3 13 (25.00%) Django Developer
3 13 (25.00%) Python/Django Developer
4 7 (13.46%) Senior Developer
5 6 (11.54%) Full Stack Developer
5 6 (11.54%) JavaScript Developer
5 6 (11.54%) Senior Python Developer
5 6 (11.54%) Software Developer
6 4 (7.69%) AWS Developer
6 4 (7.69%) Machine Learning Developer
7 3 (5.77%) C++ Developer
7 3 (5.77%) Lead Developer
8 2 (3.85%) Agile Developer
8 2 (3.85%) Analytics Developer
8 2 (3.85%) Junior
8 2 (3.85%) Junior Developer
8 2 (3.85%) Junior Python Developer
8 2 (3.85%) NoSQL Developer
8 2 (3.85%) Senior C++ Developer
Libraries, Frameworks & Software Standards
1 31 (59.62%) Celery
2 26 (50.00%) Django
3 19 (36.54%) Flask
4 17 (32.69%) NumPy
4 17 (32.69%) RabbitMQ
4 17 (32.69%) REST
5 14 (26.92%) CSS
5 14 (26.92%) HTML
5 14 (26.92%) RESTful
5 14 (26.92%) Web Services
6 13 (25.00%) Pyramid
7 5 (9.62%) JSON
7 5 (9.62%) WSGI
8 3 (5.77%) CSS3
8 3 (5.77%) HTML5
8 3 (5.77%) Pandas
9 2 (3.85%) jQuery
9 2 (3.85%) Pylons
10 1 (1.92%) Laravel
10 1 (1.92%) SciPy
Miscellaneous
1 8 (15.38%) Computer Science
1 8 (15.38%) Fintech
2 5 (9.62%) Mobile App
2 5 (9.62%) Mobile Banking
3 4 (7.69%) Mathematics
3 4 (7.69%) Physics
4 3 (5.77%) Analytical Skills
5 1 (1.92%) Clustering
Operating Systems
1 21 (40.38%) Linux
2 11 (21.15%) Ubuntu
3 2 (3.85%) Debian
4 1 (1.92%) Unix
Processes & Methodologies
1 20 (38.46%) TDD
2 14 (26.92%) Agile Software Development
3 10 (19.23%) OO
4 9 (17.31%) DevOps
5 8 (15.38%) Machine Learning
6 7 (13.46%) Microservices
6 7 (13.46%) Software Engineering
7 6 (11.54%) Continuous Integration
7 6 (11.54%) Unit Testing
7 6 (11.54%) Web Development
8 5 (9.62%) Bayesian Methods
8 5 (9.62%) E-Commerce
8 5 (9.62%) Fraud Detection
8 5 (9.62%) OOD
8 5 (9.62%) Scrum
8 5 (9.62%) Software Architecture
9 3 (5.77%) High Availability
9 3 (5.77%) Open Source
10 2 (3.85%) Dimensional Modelling
10 2 (3.85%) Process Architecture
Programming Languages
1 52 (100.00%) Python
2 28 (53.85%) SQL
3 21 (40.38%) JavaScript
4 14 (26.92%) Cython
5 11 (21.15%) Go
6 8 (15.38%) C++
7 7 (13.46%) PHP
8 6 (11.54%) Ruby
9 5 (9.62%) C
10 1 (1.92%) Perl
Qualifications
1 7 (13.46%) Degree
Quality Assurance & Compliance
1 5 (9.62%) QA
System Software
1 10 (19.23%) Docker
2 6 (11.54%) Varnish
Systems Management
1 15 (28.85%) Ansible
2 6 (11.54%) Opscode Chef
2 6 (11.54%) Puppet
3 2 (3.85%) Hadoop YARN
Vendors
1 11 (21.15%) VMware
2 7 (13.46%) Google
3 1 (1.92%) Oracle
3 1 (1.92%) Red Hat
3 1 (1.92%) SaltStack
City, London
Venturi
Salary: £35000 - £40000 per annum + Benefits
Posted: 3 days ago
Redruth, Cornwall
Headforwards
Salary: Competitive + Benefits
Posted: 11 days ago
Oxford
Hays West And Wales
Salary: £57000.00 - £60000.00 per annum + Benefits
Posted: 16 days ago
Oxford
Hays West And Wales
Salary: £53000.00 - £55000.00 per annum + Benefits
Posted: 18 days ago