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Dinarys is looking for Senior Machine Learning Engineer to join a HealthTech project. The platform is used by millions of people worldwide. The product focuses on improving access to care and delivering measurable health outcomes through technology. The mobile application provides: an AI-powered virtual companion chatbot combining evidence-based AI and 1-2-1 human expert support, personalised health content, 1-2-1 video consultations with healthcare experts, virtual communities, expert webinars and drop-ins. The role focuses on building and operating production ML systems that support mobile applications and backend services running on GCP, ensuring the platform remains performant, resilient and secure during rapid international growth.
Job Responsibility:
Develop new machine learning models from inception to production
Optimise and maintain ML systems in production for scalability, reliability, and cost efficiency
Research and integrate state-of-the-art ML techniques
Design experiments, gather data, and rapidly prototype solutions
Build and maintain model serving and inference infrastructure
Ensure high availability and performance of ML services
Resolve production incidents and operational issues
Requirements:
10+ years of machine learning / engineering experience
Relevant engineering degree
Strong Python development skills
Hands-on experience with PyTorch, Transformers, scikit-learn, LangChain and similar frameworks
Experience implementing ML models from scratch
Experience fine-tuning off-the-shelf (open and closed source) models
Experience with model serving, deployment and production ML systems
Experience building scalable and reliable ML systems