обновлено 3 дня назад
Principal AI/ML Software Engineer
83 520 - 125 280€
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Principal AI/ML Software Engineer (Computer Vision/MLOps): Designing, deploying, and operationalizing production-grade machine learning and computer vision systems for connected healthcare technologies with an accent on scalable software, model lifecycle management, and cloud-based deployment. Focus on building end-to-end ML pipelines, integrating models into reliable services, and leading technical work on monitoring, CI/CD, and continuous model improvement.
Location: Galway, Ireland; remote and hybrid work model
Salary: €83,520–€125,280 per year, plus eligibility for a short-term incentive plan
Company
Global healthcare technology organization developing medical devices, digital technologies, analytics, and artificial intelligence to improve patient outcomes.
What you will do
- Provide technical leadership for the design, development, deployment, and operationalization of machine learning and computer vision solutions.
- Explore data, engineer features, develop models, run experiments, and apply robust validation and evaluation methods.
- Build end-to-end ML pipelines covering data ingestion, training, validation, deployment, monitoring, and continuous improvement.
- Develop scalable, maintainable, and testable Python software, APIs, services, and batch-processing pipelines.
- Implement cloud infrastructure, CI/CD, model retraining automation, monitoring, observability, versioning, and lifecycle management.
- Partner with data engineers, software engineers, product teams, and domain experts to shape AI platform architecture and technical direction.
Requirements
- Bachelor’s degree with at least 7 years, master’s degree with 5 years, or PhD with 3 years of relevant experience.
- At least 7 years of experience developing, deploying, and maintaining machine learning models in production.
- Strong expertise in machine learning, statistical methods, data science, and model evaluation.
- Strong Python skills and experience building scalable, maintainable, and testable software systems.
- Experience with ML pipelines, cloud-based deployment workflows, CI/CD, and model lifecycle management.
- Role based in Ireland, with remote and hybrid work options.
Nice to have
- 8+ years of experience deploying machine learning models in production.
- 8+ years of experience developing computer vision solutions and working with large-scale datasets.
- Experience with scalable data processing, distributed computing, or large-scale machine learning systems.
- Experience with Docker, Kubernetes, monitoring, and observability for ML services.
Culture & Benefits
- Flexible benefits package and hybrid work model.
- Annual performance bonus and pension contribution.
- Family healthcare coverage.
- Continuous professional development opportunities.
- Work focused on healthcare technologies intended to improve patient outcomes.
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