The following table provides summary statistics for permanent job vacancies with a requirement for SQLAlchemy skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SQLAlchemy over the 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
SQLAlchemy
UK
Rank 852 912 944
Rank change year-on-year +60 +32  
Permanent jobs citing SQLAlchemy 15 52 12
As % of all permanent IT jobs advertised in the UK 0.018% 0.050% 0.011%
As % of the Libraries, Frameworks & Software Standards category 0.044% 0.13% 0.030%
Number of salaries quoted 14 51 12
Median salary £60,000 £52,500 £65,000
Median salary % change year-on-year +14.28% -19.23%  
90% offered a salary of more than £35,000 £47,500 £55,000
10% offered a salary of more than £78,750 £60,000 £75,000
UK excluding London median salary £35,000 - -

SQLAlchemy is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
UK
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 33911 39617 40053
As % of all permanent IT job vacancies advertised in the UK 39.92% 38.35% 37.71%
Number of salaries quoted 28948 34112 33994
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27%  
90% offered a salary of more than £31,500 £30,500 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £40,000 £42,500 £40,000
% change year-on-year -5.88% +6.25%  

SQLAlchemy
Job Vacancy Trend

The job posting trend of jobs advertised citing SQLAlchemy as a proportion of all permanent or contract IT jobs with a match in the Libraries, Frameworks & Software Standards category.

Job vacancy trend for SQLAlchemy in the UK

SQLAlchemy
Salary Trend

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

Salary trend for SQLAlchemy in the UK

SQLAlchemy
Salary Histogram

The salary distribution of IT jobs citing SQLAlchemy over the 3 months to 25 March 2017.

Salary histogram for SQLAlchemy in the UK

SQLAlchemy
Top 9 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 25 March 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 +53 13 £60,000 +14.28% 3
London +31 10 £62,500 +19.04% 2
North East - 2 £35,000 - 1
Newcastle upon Tyne - 2 £35,000 - 1
Tyne and Wear - 2 £35,000 - 1
City of London +46 1 £70,000 +33.33% 1
Oxford - 1 - -
Oxfordshire - 1 - -
South East - 1 - -

SQLAlchemy
Top 30 Related IT Skills

For the 6 months to 25 March 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 40 (100.00%) Python
2 32 (80.00%) Flask
3 28 (70.00%) Django
4 23 (57.50%) Git (software)
5 18 (45.00%) Amazon AWS
5 18 (45.00%) PostgreSQL
6 17 (42.50%) HTML
6 17 (42.50%) JavaScript
6 17 (42.50%) HTML5
7 16 (40.00%) Linux
7 16 (40.00%) Celery
8 15 (37.50%) OO
8 15 (37.50%) NoSQL
9 14 (35.00%) CSS
9 14 (35.00%) SQL
9 14 (35.00%) MySQL
9 14 (35.00%) Agile Software Development
10 13 (32.50%) TDD
10 13 (32.50%) OOP
10 13 (32.50%) REST
10 13 (32.50%) AngularJS
11 12 (30.00%) DevOps
11 12 (30.00%) PHP
11 12 (30.00%) Degree
12 11 (27.50%) Continuous Integration
12 11 (27.50%) Finance
12 11 (27.50%) Elasticsearch
13 10 (25.00%) Go
13 10 (25.00%) CSS3
13 10 (25.00%) RabbitMQ

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 11 (27.50%) Elasticsearch
2 4 (10.00%) nginx
3 2 (5.00%) Apache Airflow
3 2 (5.00%) Apache Spark
3 2 (5.00%) Luigi
3 2 (5.00%) uWSGI
Cloud Services
1 18 (45.00%) Amazon AWS
2 5 (12.50%) Google Cloud Platform
3 4 (10.00%) AWS Lambda
4 3 (7.50%) GitHub
4 3 (7.50%) Google App Engine
4 3 (7.50%) Microsoft Azure
5 2 (5.00%) Amazon EC2
6 1 (2.50%) Cloud Computing
Communications & Networking
1 6 (15.00%) HTTP
Database & Business Intelligence
1 18 (45.00%) PostgreSQL
2 15 (37.50%) NoSQL
3 14 (35.00%) MySQL
4 9 (22.50%) Redis
5 8 (20.00%) Relational Database
6 6 (15.00%) Amazon DynamoDB
6 6 (15.00%) MongoDB
7 4 (10.00%) Apache Cassandra
8 2 (5.00%) Big Data
8 2 (5.00%) GIS
8 2 (5.00%) Hadoop
8 2 (5.00%) Neo4j
9 1 (2.50%) Amazon RDS
9 1 (2.50%) Triplestore
Development Applications
1 23 (57.50%) Git (software)
2 10 (25.00%) Subversion
3 8 (20.00%) JIRA
4 5 (12.50%) Jenkins
5 3 (7.50%) Team Foundation Server
6 1 (2.50%) Ant
6 1 (2.50%) Hudson
6 1 (2.50%) Maven
6 1 (2.50%) Mercurial
6 1 (2.50%) Vagrant
General
1 11 (27.50%) Finance
2 5 (12.50%) Banking
3 4 (10.00%) Automotive
4 3 (7.50%) Financial Institution
5 2 (5.00%) Games
5 2 (5.00%) Marketing
6 1 (2.50%) Advertising
6 1 (2.50%) Telecoms
Job Titles
1 28 (70.00%) Developer
2 26 (65.00%) Python Developer
3 11 (27.50%) Django Developer
3 11 (27.50%) Python/Django Developer
4 4 (10.00%) Senior Developer
4 4 (10.00%) Senior Python Developer
4 4 (10.00%) Software Engineer
4 4 (10.00%) SQL Developer
5 3 (7.50%) Full Stack Developer
5 3 (7.50%) Python Software Engineer
6 2 (5.00%) Cloud Developer
6 2 (5.00%) DevOps Engineer
6 2 (5.00%) Games Developer
6 2 (5.00%) HTML CSS Developer
6 2 (5.00%) HTML Developer
6 2 (5.00%) JavaScript Developer
6 2 (5.00%) Web Engineer
7 1 (2.50%) Data Engineer
7 1 (2.50%) PostgreSQL Developer
7 1 (2.50%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 32 (80.00%) Flask
2 28 (70.00%) Django
3 17 (42.50%) HTML
3 17 (42.50%) HTML5
4 16 (40.00%) Celery
5 14 (35.00%) CSS
6 13 (32.50%) AngularJS
6 13 (32.50%) REST
7 10 (25.00%) CSS3
7 10 (25.00%) RabbitMQ
8 7 (17.50%) NumPy
8 7 (17.50%) React
9 6 (15.00%) JSON
9 6 (15.00%) Node.js
9 6 (15.00%) Pyramid
10 5 (12.50%) XML
11 4 (10.00%) CherryPy
11 4 (10.00%) jQuery
11 4 (10.00%) Laravel
11 4 (10.00%) Ruby on Rails
Miscellaneous
1 10 (25.00%) Computer Science
2 8 (20.00%) Algorithms
3 4 (10.00%) Fintech
4 3 (7.50%) Data Structures
4 3 (7.50%) Mobile App
4 3 (7.50%) Virtual Team
5 2 (5.00%) Linux Command Line
5 2 (5.00%) Mobile Banking
6 1 (2.50%) Client/Server
6 1 (2.50%) Linked Data
6 1 (2.50%) Semantic Web
6 1 (2.50%) Social Media
Operating Systems
1 16 (40.00%) Linux
2 4 (10.00%) Ubuntu
3 1 (2.50%) CoreOS
Processes & Methodologies
1 15 (37.50%) OO
2 14 (35.00%) Agile Software Development
3 13 (32.50%) OOP
3 13 (32.50%) TDD
4 12 (30.00%) DevOps
5 11 (27.50%) Continuous Integration
6 10 (25.00%) Software Engineering
7 8 (20.00%) SOA
7 8 (20.00%) Unit Testing
8 6 (15.00%) Machine Learning
8 6 (15.00%) Microservices
9 4 (10.00%) ETL
9 4 (10.00%) Scrum
10 3 (7.50%) Continuous Delivery
10 3 (7.50%) Data Modelling
10 3 (7.50%) Mathematics
10 3 (7.50%) Physics
10 3 (7.50%) SDLC
10 3 (7.50%) Use Case
10 3 (7.50%) Web Development
Programming Languages
1 40 (100.00%) Python
2 17 (42.50%) JavaScript
3 14 (35.00%) SQL
4 12 (30.00%) PHP
5 10 (25.00%) Go
6 4 (10.00%) Ruby
7 2 (5.00%) C++
7 2 (5.00%) Java
7 2 (5.00%) R
8 1 (2.50%) C
8 1 (2.50%) Cython
8 1 (2.50%) SPARQL
Qualifications
1 12 (30.00%) Degree
Quality Assurance & Compliance
1 1 (2.50%) QA
System Software
1 8 (20.00%) Varnish
2 6 (15.00%) Docker
Systems Management
1 2 (5.00%) Ansible
Vendors
1 5 (12.50%) Google
2 3 (7.50%) Salesforce.com
2 3 (7.50%) Tableau
East London
Intelletec
Salary: From £60,000 to £70,000 per annum
Posted: 23 hours ago
Newcastle Upon Tyne, Tyne and Wear
Hainton
Salary: £30000 - £40000 per annum
Posted: 4 days ago
City, London
Digital Gurus
Salary: £45000 - £65000 Per Annum Benefits, Equity
Posted: 9 days ago