DevGrid is a UK-based high-end software consultancy with its development base in Brazil and operations across Europe and the USA. We believe that world-class software can only be built by a motivated and enthusiastic team, and in an environment that promotes creativity and free-thinking.
You will join a team of world-class engineers building a comprehensive IoT platform to collect, store, display, and analyze real-time data from connected sensors. The system's back-end uses advanced machine learning techniques to extract appliance-level information.
This role is a great opportunity for anyone looking to work in a progressive environment and be part of a high-performance international team with lots of opportunities to learn and grow all aspects of your technical and non-tech skills.
Summary of Responsibilities: * Implement tools to deploy and monitor multiple machine learning models * Design, develop and implement proof of concept and production-ready middleware and back-end services either stand-alone or to be consumed by other applications/layers. * Debugging and troubleshooting. * Create extensible, modular middleware/back-end services to be used by other layers. * Research and development in a variety of problem domains. * Prepare documentation and ensure proper security and compliance with our coding standards.
Required Experience: * Knowledge of Pandas, Numpy, Scikit, or other ML libraries * Extensive knowledge of multi-paradigm programming (OO, functional, procedural) * Python, Django, Tornado, Flask, SQL and Python ORMs, RESTful services, pub/sub, Amazon AWS, Linux/Unix, TDD, Virtualenv. * Experience and knowledge of distributed systems, SOA, or microservices architectures. * Have designed and implemented scalable, distributed application systems. * Problem-solving, complexity analysis, and algorithm design.
Preferred Experience: * Degree in Computer Science, Information Systems, Software Engineering or related, or 7 years equivalent work experience. * CouchBase or other NoSQL experience a plus. * MQTT, Rabbit MQ, or Redis. * Continuous Integration/Continuous Deployment a plus. * Stability and Capacity patterns a big plus. * Have worked with international and remote teams.