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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
SQLAlchemy
UK / England
Rank 805 870 902
Rank change year-on-year
+65 +32
Permanent jobs citing SQLAlchemy 22 45 12
As % of all permanent IT jobs located in England 0.028% 0.048% 0.012%
As % of the Libraries, Frameworks & Software Standards category 0.072% 0.13% 0.033%
Number of salaries quoted 21 44 12
Median salary £65,000 £52,500 £45,000
Median salary % change year-on-year
+23.80% +16.66%
90% offered a salary of more than £47,500 £47,500 £34,000
10% offered a salary of more than £95,000 £60,000 £55,000
UK excluding London median salary £40,000 - £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
30769 35746 36620
As % of all permanent IT jobs located in England 39.56% 38.34% 37.34%
Number of salaries quoted 26762 31111 31728
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 21 January 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 21 January 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 +38 20 £70,000 +33.33% 3
North East - 2 £40,000 -
SQLAlchemy
UK

SQLAlchemy
Top 30 Related IT Skills in England

For the 6 months to 21 January 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 45 (100.00%) Python
2 31 (68.89%) Flask
3 28 (62.22%) PostgreSQL
4 25 (55.56%) Django
5 22 (48.89%) Git (software)
6 20 (44.44%) Agile Software Development
7 18 (40.00%) SQL
8 17 (37.78%) JavaScript
9 16 (35.56%) MySQL
9 16 (35.56%) REST
10 15 (33.33%) Linux
10 15 (33.33%) OO
10 15 (33.33%) Degree
11 14 (31.11%) Go
11 14 (31.11%) Amazon AWS
12 12 (26.67%) Elasticsearch
12 12 (26.67%) Redis
12 12 (26.67%) OOP
12 12 (26.67%) Ansible
13 11 (24.44%) DevOps
13 11 (24.44%) Celery
13 11 (24.44%) Unit Testing
14 10 (22.22%) Relational Database
14 10 (22.22%) JIRA
14 10 (22.22%) TDD
15 9 (20.00%) Banking
15 9 (20.00%) Finance
15 9 (20.00%) PHP
15 9 (20.00%) SOA
15 9 (20.00%) RabbitMQ

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 12 (26.67%) Elasticsearch
2 2 (4.44%) Apache Pig
2 2 (4.44%) nginx
3 1 (2.22%) Jupyter
Cloud Services
1 14 (31.11%) Amazon AWS
2 5 (11.11%) Amazon EC2
2 5 (11.11%) Amazon S3
2 5 (11.11%) Amazon SQS
2 5 (11.11%) Google Cloud Platform
3 3 (6.67%) GitHub
3 3 (6.67%) Google App Engine
4 2 (4.44%) Cloud Computing
Communications & Networking
1 4 (8.89%) HTTP
Database & Business Intelligence
1 28 (62.22%) PostgreSQL
2 16 (35.56%) MySQL
3 12 (26.67%) Redis
4 10 (22.22%) Relational Database
5 8 (17.78%) Amazon DynamoDB
5 8 (17.78%) NoSQL
6 6 (13.33%) Amazon RDS
7 3 (6.67%) Big Data
8 2 (4.44%) Apache Cassandra
8 2 (4.44%) Apache Hive
8 2 (4.44%) Data Warehouse
8 2 (4.44%) Hadoop
8 2 (4.44%) Impala
8 2 (4.44%) MongoDB
8 2 (4.44%) SQL Server
8 2 (4.44%) SQL Server Integration Services
9 1 (2.22%) Oracle Database
9 1 (2.22%) RDBMS
Development Applications
1 22 (48.89%) Git (software)
2 10 (22.22%) JIRA
3 5 (11.11%) Subversion
4 4 (8.89%) Jenkins
5 3 (6.67%) Team Foundation Server
6 1 (2.22%) Mercurial
6 1 (2.22%) Vagrant
General
1 9 (20.00%) Banking
1 9 (20.00%) Finance
2 4 (8.89%) Automotive
3 3 (6.67%) Financial Institution
4 2 (4.44%) Games
4 2 (4.44%) Marketing
5 1 (2.22%) Advertising
5 1 (2.22%) Retail
Job Titles
1 37 (82.22%) Developer
2 34 (75.56%) Python Developer
3 9 (20.00%) Full Stack Developer
4 6 (13.33%) SQL Developer
5 5 (11.11%) Django Developer
5 5 (11.11%) JavaScript Developer
5 5 (11.11%) Python/Django Developer
6 3 (6.67%) Senior Developer
7 2 (4.44%) Cloud Developer
7 2 (4.44%) Games Developer
7 2 (4.44%) Junior
7 2 (4.44%) Junior Developer
7 2 (4.44%) Junior Python Developer
7 2 (4.44%) Lead Developer
7 2 (4.44%) Machine Learning Developer
7 2 (4.44%) Senior Python Developer
7 2 (4.44%) Senior SQL Developer
8 1 (2.22%) Linux Developer
8 1 (2.22%) PostgreSQL Developer
8 1 (2.22%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 31 (68.89%) Flask
2 25 (55.56%) Django
3 16 (35.56%) REST
4 11 (24.44%) Celery
5 9 (20.00%) RabbitMQ
6 7 (15.56%) AngularJS
6 7 (15.56%) CSS
6 7 (15.56%) HTML
6 7 (15.56%) HTML5
6 7 (15.56%) NumPy
7 6 (13.33%) Pandas
7 6 (13.33%) Pyramid
8 5 (11.11%) jQuery
9 4 (8.89%) JSON
9 4 (8.89%) React
10 3 (6.67%) CSS3
10 3 (6.67%) Pylons
10 3 (6.67%) RESTful
10 3 (6.67%) TensorFlow
10 3 (6.67%) Web Services
Miscellaneous
1 9 (20.00%) Computer Science
2 7 (15.56%) Fintech
3 6 (13.33%) Mobile Banking
4 5 (11.11%) Algorithms
4 5 (11.11%) Mathematics
4 5 (11.11%) Mobile App
4 5 (11.11%) Physics
5 3 (6.67%) Data Structures
5 3 (6.67%) Virtual Team
6 2 (4.44%) Analytical Skills
6 2 (4.44%) NHS
7 1 (2.22%) Clustering
7 1 (2.22%) Social Media
Operating Systems
1 15 (33.33%) Linux
2 1 (2.22%) CoreOS
2 1 (2.22%) Ubuntu
2 1 (2.22%) Unix
Processes & Methodologies
1 20 (44.44%) Agile Software Development
2 15 (33.33%) OO
3 12 (26.67%) OOP
4 11 (24.44%) DevOps
4 11 (24.44%) Unit Testing
5 10 (22.22%) TDD
6 9 (20.00%) Continuous Integration
6 9 (20.00%) SOA
7 7 (15.56%) Scrum
7 7 (15.56%) Software Engineering
8 6 (13.33%) Fraud Detection
8 6 (13.33%) Machine Learning
8 6 (13.33%) Web Development
9 4 (8.89%) Microservices
10 3 (6.67%) Continuous Delivery
10 3 (6.67%) Data Modelling
10 3 (6.67%) MVC
10 3 (6.67%) SDLC
10 3 (6.67%) Software Architecture
11 2 (4.44%) OOD
Programming Languages
1 45 (100.00%) Python
2 18 (40.00%) SQL
3 17 (37.78%) JavaScript
4 14 (31.11%) Go
5 9 (20.00%) PHP
6 5 (11.11%) Ruby
7 3 (6.67%) C++
8 2 (4.44%) C
8 2 (4.44%) Cython
9 1 (2.22%) Perl
Qualifications
1 15 (33.33%) Degree
Quality Assurance & Compliance
1 2 (4.44%) QA
System Software
1 9 (20.00%) Varnish
2 6 (13.33%) Docker
Systems Management
1 12 (26.67%) Ansible
2 6 (13.33%) Opscode Chef
2 6 (13.33%) Puppet
3 2 (4.44%) Hadoop YARN
Vendors
1 6 (13.33%) Google
2 1 (2.22%) Oracle
2 1 (2.22%) Red Hat
2 1 (2.22%) SaltStack
North West London
Client Server
Salary: £60k to £70k + benefits
Posted: 2 days ago
London
Client Server
Salary: £55k to £70k + benefits
Posted: 10 days ago
London
Client Server
Salary: £55k to £70k + benefits
Posted: 17 days ago