Senior AI Platform Engineer (Medtech)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior AI Platform Engineer (AI/ML Ops): Architecting and building robust AI/ML systems for production environments with an accent on distributed backend systems, microservices, and operational reliability. Focus on optimizing model training workflows, real-time inference, and developing tools for the complete ML lifecycle.
Location: Remote (USA)
Salary: $180,000 - $200,000
Company
leverages AI Digital Twin technology to help people prevent and improve chronic metabolic diseases, such as type 2 diabetes and obesity.
What you will do
- Architect and design robust AI/ML systems for production, focusing on distributed backend systems and microservices.
- Lead cross-functional initiatives end-to-end, coordinating between Data, Infrastructure, and ML Engineering teams.
- Optimize workflows for model training, real-time inference, monitoring, and troubleshooting in collaboration with AI/ML engineers.
- Serve as the subject matter expert on ML infrastructure, enforcing SLAs for latency, throughput, and resource utilization.
- Develop tools for model management and continuous monitoring to improve the overall ML lifecycle.
- Mentor team members and promote a culture of continuous learning.
Requirements
- 5+ years of industry experience with a Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
- Must be based in the USA.
- Experience with architectural frameworks of large-scale, distributed ML applications.
- Proficiency in Python, with additional experience in Java or Go.
- Strong expertise in deploying scalable ML models using Docker, Kubernetes, and microservices.
- Solid understanding of MLOps, data structures, and software design principles.
Nice to have
- Experience implementing applications using LLMs and GenAI.
- Knowledge of database technologies (SQL, NoSQL) and big data frameworks like Spark.
Culture & Benefits
- Competitive compensation package with equity participation.
- Unlimited vacation with manager approval.
- 100% employer-sponsored healthcare, dental, and vision.
- 401k retirement savings plan.
- Comprehensive paid parental leave (16 weeks for delivering parents, 8 weeks for non-delivering).
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