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 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
Rank 830 874 950
Rank change year-on-year
+44 +76
Permanent jobs citing SQLAlchemy 16 59 10
As % of all permanent IT jobs located in the UK 0.019% 0.058% 0.009%
As % of the Libraries, Frameworks & Software Standards category 0.048% 0.15% 0.025%
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 across the UK.

Libraries, Frameworks & Software Standards Category
UK
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
33030 39021 39938
As % of all permanent IT jobs located in the UK 39.35% 38.18% 37.40%
Number of salaries quoted 28353 33585 34234
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,250 £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

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 23 February 2017 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 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
England +46 16 £67,500 +28.57% 3
London +34 15 £70,000 +33.33% 2
City of London +36 3 £70,000 +33.33%
North East - 1 £35,000 -
Tyne and Wear - 1 £35,000 -
Newcastle upon Tyne - 1 £35,000 -

SQLAlchemy
Top 30 Related IT Skills

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 with a requirement for SQLAlchemy.

1 43 (100.00%) Python
2 33 (76.74%) Flask
3 28 (65.12%) Django
4 24 (55.81%) Git (software)
5 23 (53.49%) PostgreSQL
6 17 (39.53%) OO
6 17 (39.53%) JavaScript
7 16 (37.21%) Linux
7 16 (37.21%) Amazon AWS
7 16 (37.21%) Celery
8 14 (32.56%) REST
8 14 (32.56%) DevOps
8 14 (32.56%) Elasticsearch
8 14 (32.56%) SQL
8 14 (32.56%) MySQL
8 14 (32.56%) Agile Software Development
8 14 (32.56%) TDD
8 14 (32.56%) Degree
9 13 (30.23%) HTML
9 13 (30.23%) NoSQL
9 13 (30.23%) HTML5
10 12 (27.91%) Redis
10 12 (27.91%) Finance
10 12 (27.91%) CSS
10 12 (27.91%) OOP
11 11 (25.58%) PHP
11 11 (25.58%) Computer Science
11 11 (25.58%) RabbitMQ
11 11 (25.58%) AngularJS
12 10 (23.26%) Go

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 14 (32.56%) Elasticsearch
2 3 (6.98%) nginx
3 2 (4.65%) Apache Airflow
3 2 (4.65%) Apache Spark
3 2 (4.65%) Luigi
3 2 (4.65%) uWSGI
4 1 (2.33%) Jupyter
Cloud Services
1 16 (37.21%) Amazon AWS
2 5 (11.63%) Google Cloud Platform
3 3 (6.98%) GitHub
3 3 (6.98%) Google App Engine
4 2 (4.65%) AWS Lambda
4 2 (4.65%) Cloud Computing
4 2 (4.65%) Microsoft Azure
5 1 (2.33%) Amazon EC2
5 1 (2.33%) Amazon S3
5 1 (2.33%) Amazon SQS
Communications & Networking
1 6 (13.95%) HTTP
Database & Business Intelligence
1 23 (53.49%) PostgreSQL
2 14 (32.56%) MySQL
3 13 (30.23%) NoSQL
4 12 (27.91%) Redis
5 9 (20.93%) Relational Database
6 6 (13.95%) Amazon DynamoDB
7 5 (11.63%) MongoDB
8 3 (6.98%) Apache Cassandra
9 2 (4.65%) Amazon RDS
9 2 (4.65%) GIS
9 2 (4.65%) Hadoop
9 2 (4.65%) Neo4j
10 1 (2.33%) Big Data
Development Applications
1 24 (55.81%) Git (software)
2 10 (23.26%) JIRA
3 8 (18.60%) Subversion
4 4 (9.30%) Jenkins
5 3 (6.98%) Team Foundation Server
6 1 (2.33%) Mercurial
6 1 (2.33%) Vagrant
General
1 12 (27.91%) Finance
2 6 (13.95%) Banking
3 3 (6.98%) Automotive
3 3 (6.98%) Financial Institution
4 2 (4.65%) Games
4 2 (4.65%) Marketing
5 1 (2.33%) Advertising
5 1 (2.33%) Retail
5 1 (2.33%) Telecoms
Job Titles
1 32 (74.42%) Developer
2 30 (69.77%) Python Developer
3 10 (23.26%) Django Developer
3 10 (23.26%) Python/Django Developer
4 5 (11.63%) Full Stack Developer
4 5 (11.63%) SQL Developer
5 4 (9.30%) Software Engineer
6 3 (6.98%) JavaScript Developer
6 3 (6.98%) Python Software Engineer
6 3 (6.98%) Senior Developer
6 3 (6.98%) Senior Python Developer
7 2 (4.65%) Cloud Developer
7 2 (4.65%) DevOps Engineer
7 2 (4.65%) Games Developer
7 2 (4.65%) HTML CSS Developer
7 2 (4.65%) HTML Developer
7 2 (4.65%) Machine Learning Developer
8 1 (2.33%) Data Engineer
8 1 (2.33%) Linux Developer
8 1 (2.33%) PostgreSQL Developer
Libraries, Frameworks & Software Standards
1 33 (76.74%) Flask
2 28 (65.12%) Django
3 16 (37.21%) Celery
4 14 (32.56%) REST
5 13 (30.23%) HTML
5 13 (30.23%) HTML5
6 12 (27.91%) CSS
7 11 (25.58%) AngularJS
7 11 (25.58%) RabbitMQ
8 9 (20.93%) NumPy
9 7 (16.28%) CSS3
10 6 (13.95%) Pyramid
10 6 (13.95%) React
11 5 (11.63%) JSON
11 5 (11.63%) Pandas
12 4 (9.30%) jQuery
13 3 (6.98%) Node.js
13 3 (6.98%) RESTful
13 3 (6.98%) Sass
13 3 (6.98%) SciPy
Miscellaneous
1 11 (25.58%) Computer Science
2 8 (18.60%) Algorithms
3 6 (13.95%) Fintech
4 3 (6.98%) Data Structures
4 3 (6.98%) Mobile App
4 3 (6.98%) Mobile Banking
4 3 (6.98%) Virtual Team
5 2 (4.65%) Linux Command Line
5 2 (4.65%) NHS
6 1 (2.33%) Analytical Skills
6 1 (2.33%) Client/Server
6 1 (2.33%) Social Media
Operating Systems
1 16 (37.21%) Linux
2 3 (6.98%) Ubuntu
3 1 (2.33%) CoreOS
Processes & Methodologies
1 17 (39.53%) OO
2 14 (32.56%) Agile Software Development
2 14 (32.56%) DevOps
2 14 (32.56%) TDD
3 12 (27.91%) OOP
4 10 (23.26%) Unit Testing
5 9 (20.93%) Continuous Integration
5 9 (20.93%) SOA
5 9 (20.93%) Software Engineering
6 8 (18.60%) Machine Learning
7 6 (13.95%) Microservices
7 6 (13.95%) Scrum
8 5 (11.63%) Web Development
9 4 (9.30%) Analytics
9 4 (9.30%) Mathematics
9 4 (9.30%) Physics
10 3 (6.98%) Data Modelling
10 3 (6.98%) ETL
10 3 (6.98%) Software Architecture
10 3 (6.98%) Use Case
Programming Languages
1 43 (100.00%) Python
2 17 (39.53%) JavaScript
3 14 (32.56%) SQL
4 11 (25.58%) PHP
5 10 (23.26%) Go
6 3 (6.98%) C++
6 3 (6.98%) Ruby
7 2 (4.65%) C
7 2 (4.65%) Cython
7 2 (4.65%) R
Qualifications
1 14 (32.56%) Degree
Quality Assurance & Compliance
1 1 (2.33%) QA
System Software
1 9 (20.93%) Varnish
2 7 (16.28%) Docker
Systems Management
1 7 (16.28%) Ansible
2 1 (2.33%) Opscode Chef
2 1 (2.33%) Puppet
Vendors
1 5 (11.63%) Google
2 3 (6.98%) Salesforce.com
2 3 (6.98%) Tableau
Birmingham, West Midlands (County)
Premier IT
Salary: £35000 - £50000 per annum
Posted: 6 days ago
London
Harrington Starr
Salary: £55000 - £65000 per annum + Benefits + Bonus
Posted: 3 days ago
London
Client Server
Salary: £55000 - £70000 per annum + benefits
Posted: 13 days ago