PathAI's mission is to improve patient outcomes with AI-powered pathology. Our platform promises substantial improvements to the accuracy of diagnosis and the efficacy of treatment of diseases like cancer, leveraging modern approaches in machine learning and artificial intelligence.
Requirements
- 5+ years of software engineering experience, with a focus on building production-grade frameworks or applications
- Strong software engineering skills in complex, multi-language systems and experience with scalable backend architecture
- Experience with Kubernetes and cloud computing platforms (AWS preferred)
- Experience with observability and monitoring tools (e.g., Prometheus, Grafana, Datadog)
- Understanding of DevOps principles and infrastructure-as-code (Helm, Terraform)
- Proficiency in Python + exposure to additional languages
- Exposure to ML frameworks like PyTorch or Scikit-learn
Responsibilities
- Architect and build infrastructure and automation, in AWS and on-premises, to support ML application development and deployment
- Drive system design and lead architectural discussions for our MLOps suite, ensuring it meets performance, security, and compliance requirements
- Lead technical initiatives by researching, evaluating, and implementing new MLOps tools, frameworks, and best practices
- Collaborate with machine learning engineers, data scientists, product engineering, and infrastructure teams to bridge the gap between research and production
- Optimize ML workflows, ensuring models are efficiently and reproducibly deployed & monitored
- Champion engineering excellence by enforcing high coding standards, conducting design reviews, and mentoring junior engineers
- Automate ML operations, including CI/CD for ML models, feature engineering pipelines, and deployment strategies using Kubernetes, Airflow, and other orchestration tools.
Other
- Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field (or equivalent experience)
- Experience owning development platforms and serving internal customers
- team players, are willing to do the work no matter how big or small it may be, and who are passionate about everything they do.
- We encourage you to apply. You could be exactly what we're looking for.
- PathAI is an equal opportunity employer, dedicated to creating a workplace that is free of harassment and discrimination.
