Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for SQLAlchemy skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SQLAlchemy over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

SQLAlchemy
England > London
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 801 808 895
Rank change year-on-year +7 +87 +23
Permanent jobs citing SQLAlchemy 43 36 21
As % of all permanent IT jobs advertised in London 0.057% 0.047% 0.024%
As % of the Libraries, Frameworks & Software Standards category 0.15% 0.12% 0.063%
Number of salaries quoted 38 35 19
London median annual salary £55,000 £55,000 £52,500
Median salary % change year-on-year - +4.76% +20.00%
10th Percentile £43,750 £25,000 £33,750
90th Percentile £76,625 £80,000 £62,000
England median annual salary £55,000 £53,250 £52,500
% change year-on-year +3.29% +1.43% +31.25%

SQLAlchemy is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
London
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 29278 30494 33564
As % of all permanent IT jobs advertised in London 39.03% 40.14% 37.60%
Number of salaries quoted 23816 26848 28766
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £36,250 £35,000 £34,142
90th Percentile £90,000 £86,250 £83,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

SQLAlchemy
Job Vacancy Trend in London

Job postings citing SQLAlchemy as a percentage of all IT jobs advertised in London.

Job vacancy trend for SQLAlchemy in London

SQLAlchemy
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SQLAlchemy in London.

Salary trend for SQLAlchemy in London

SQLAlchemy
Salary Histogram in London

The salary distribution of IT jobs citing SQLAlchemy in London over the 6 months to 18 November 2017.

Salary histogram for SQLAlchemy in London

SQLAlchemy
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SQLAlchemy within the London region over the 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +12 2 £60,000 +60.00% 1
East London - 1 £46,000 -
SQLAlchemy
England

For the 6 months to 18 November 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 London region with a requirement for SQLAlchemy.

1 43 (100.00%) Python
2 34 (79.07%) Flask
3 30 (69.77%) Django
4 23 (53.49%) PostgreSQL
5 22 (51.16%) JavaScript
6 21 (48.84%) SQL
7 20 (46.51%) Agile Software Development
7 20 (46.51%) Machine Learning
8 19 (44.19%) Docker
9 15 (34.88%) Ruby
9 15 (34.88%) Finance
10 14 (32.56%) Kubernetes
11 13 (30.23%) Apache Spark
11 13 (30.23%) Information Security
11 13 (30.23%) Git (software)
12 12 (27.91%) Amazon AWS
12 12 (27.91%) Natural Language Processing
12 12 (27.91%) Cybersecurity
12 12 (27.91%) HTML
13 11 (25.58%) Cyberthreat
13 11 (25.58%) Continuous Delivery
13 11 (25.58%) Legal
13 11 (25.58%) Artificial Intelligence
13 11 (25.58%) Analytical Skills
13 11 (25.58%) Data Protection
14 10 (23.26%) Linux
14 10 (23.26%) MySQL
15 9 (20.93%) Software Engineering
15 9 (20.93%) REST
16 8 (18.60%) CSS3

SQLAlchemy
Co-occurring IT Skills in London 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 13 (30.23%) Apache Spark
2 6 (13.95%) Elasticsearch
3 2 (4.65%) Apache Airflow
3 2 (4.65%) Confluence
3 2 (4.65%) Gunicorn
3 2 (4.65%) nginx
3 2 (4.65%) Tornado
3 2 (4.65%) uWSGI
4 1 (2.33%) Jupyter
Business Applications
1 4 (9.30%) Salesforce.com CRM
Cloud Services
1 12 (27.91%) Amazon AWS
2 7 (16.28%) Amazon EC2
3 3 (6.98%) Cloud Computing
3 3 (6.98%) GitHub
4 2 (4.65%) Amazon S3
4 2 (4.65%) Google Cloud Platform
4 2 (4.65%) SaaS
5 1 (2.33%) AWS Elastic Beanstalk
5 1 (2.33%) AWS Lambda
5 1 (2.33%) CloudFront
5 1 (2.33%) DigitalOcean
5 1 (2.33%) Heroku
5 1 (2.33%) Serverless
Communications & Networking
1 8 (18.60%) HTTP
Database & Business Intelligence
1 23 (53.49%) PostgreSQL
2 10 (23.26%) MySQL
3 6 (13.95%) NoSQL
4 4 (9.30%) Redis
5 2 (4.65%) Amazon RDS
5 2 (4.65%) Apache Hive
5 2 (4.65%) Big Data
5 2 (4.65%) Hadoop
5 2 (4.65%) Impala
5 2 (4.65%) MongoDB
5 2 (4.65%) SQL Server
6 1 (2.33%) Amazon DynamoDB
Development Applications
1 13 (30.23%) Git (software)
2 6 (13.95%) Subversion
3 4 (9.30%) Oracle APEX
4 3 (6.98%) Vagrant
5 2 (4.65%) git-flow
5 2 (4.65%) gulp
6 1 (2.33%) GitLab
6 1 (2.33%) JIRA
6 1 (2.33%) PyCharm
6 1 (2.33%) Wing IDE
General
1 15 (34.88%) Finance
2 11 (25.58%) Legal
3 4 (9.30%) Telecoms
4 2 (4.65%) Advertising
4 2 (4.65%) Front Office
4 2 (4.65%) Marketing
5 1 (2.33%) Billing
5 1 (2.33%) Games
Job Titles
1 27 (62.79%) Developer
1 27 (62.79%) Python Developer
2 12 (27.91%) JavaScript Engineer
3 8 (18.60%) Senior Developer
3 8 (18.60%) Senior Python Developer
4 7 (16.28%) Django Developer
4 7 (16.28%) Python/Django Developer
5 3 (6.98%) Junior
5 3 (6.98%) Junior Developer
5 3 (6.98%) Junior Python Developer
6 2 (4.65%) Data Engineer
6 2 (4.65%) DBA
6 2 (4.65%) PostgreSQL DBA
7 1 (2.33%) AWS Developer
7 1 (2.33%) AWS Engineer
7 1 (2.33%) PostgreSQL Developer
7 1 (2.33%) Senior DBA
Libraries, Frameworks & Software Standards
1 34 (79.07%) Flask
2 30 (69.77%) Django
3 12 (27.91%) HTML
3 12 (27.91%) Natural Language Processing
4 9 (20.93%) REST
5 8 (18.60%) CSS
5 8 (18.60%) CSS3
5 8 (18.60%) HTML5
5 8 (18.60%) NumPy
6 7 (16.28%) AngularJS
6 7 (16.28%) Celery
7 6 (13.95%) JSON
7 6 (13.95%) Pandas
7 6 (13.95%) PyGTK
7 6 (13.95%) Pyramid
7 6 (13.95%) Twisted
8 5 (11.63%) RabbitMQ
8 5 (11.63%) RESTful
8 5 (11.63%) SciPy
9 4 (9.30%) Symfony
Miscellaneous
1 11 (25.58%) Analytical Skills
1 11 (25.58%) Cyberthreat
2 7 (16.28%) Computer Science
3 6 (13.95%) Mobile App
4 3 (6.98%) Algorithms
5 2 (4.65%) Data Structures
5 2 (4.65%) Replication
6 1 (2.33%) Derivative
6 1 (2.33%) Equities
6 1 (2.33%) Fintech
Operating Systems
1 10 (23.26%) Linux
2 6 (13.95%) Ubuntu
Processes & Methodologies
1 20 (46.51%) Agile Software Development
1 20 (46.51%) Machine Learning
2 13 (30.23%) Information Security
3 12 (27.91%) Cybersecurity
4 11 (25.58%) Artificial Intelligence
4 11 (25.58%) Continuous Delivery
4 11 (25.58%) Data Protection
5 9 (20.93%) Software Engineering
6 6 (13.95%) Mathematics
6 6 (13.95%) TDD
7 5 (11.63%) DevOps
7 5 (11.63%) Front End Development
8 4 (9.30%) Applied Mathematics
8 4 (9.30%) CRM
8 4 (9.30%) Microservices
8 4 (9.30%) Price Optimisation
8 4 (9.30%) Statistics
8 4 (9.30%) Workflow
9 3 (6.98%) Wealth Management
9 3 (6.98%) Web Development
Programming Languages
1 43 (100.00%) Python
2 22 (51.16%) JavaScript
3 21 (48.84%) SQL
4 15 (34.88%) Ruby
5 4 (9.30%) Apex Code
5 4 (9.30%) Bash Shell
5 4 (9.30%) C
5 4 (9.30%) C++
5 4 (9.30%) Java
5 4 (9.30%) Perl
5 4 (9.30%) PHP
6 2 (4.65%) Go
Qualifications
1 6 (13.95%) Degree
2 2 (4.65%) PhD
3 1 (2.33%) Computer Science Degree
3 1 (2.33%) Numerate Degree
System Software
1 19 (44.19%) Docker
Systems Management
1 14 (32.56%) Kubernetes
2 5 (11.63%) Ansible
3 1 (2.33%) Docker Swarm
3 1 (2.33%) Kibana
3 1 (2.33%) logstash
3 1 (2.33%) Opscode Chef
3 1 (2.33%) Puppet
Vendors
1 5 (11.63%) Google
1 5 (11.63%) Microsoft
2 4 (9.30%) Oracle
2 4 (9.30%) Salesforce.com