12 дней назад
Engineer II (Gen AI)
70 481 - 91 266$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Engineer II (Gen AI) (Healthcare AI/MLOps): Building and operating production-grade generative AI and machine learning solutions for remote patient monitoring with an accent on LLMOps, clinical workflows, observability, and HIPAA-compliant deployment. Focus on designing scalable ML pipelines, optimizing inference performance, integrating RAG and vector databases, and securing AI applications in regulated healthcare environments.
Location: United States; the role supports 's Remote Patient Monitoring platform and is subject to New York State salary-transparency requirements.
Salary: $70,481.61–$91,266 annually.
Company
is an academic medical and healthcare institution focused on medical education, scientific research, direct patient care, and remote patient monitoring.
What you will do
- Design, implement, and operate production-grade Generative AI, machine learning, MLOps, and LLMOps solutions for remote patient monitoring.
- Build data and ML pipelines for ingestion, preprocessing, validation, training, evaluation, and deployment.
- Deploy and fine-tune language models for summarization, triage, patient messaging, and other clinical workflows.
- Implement monitoring and observability for performance, latency, model drift, safety, and data quality, including model versioning and experiment tracking.
- Evaluate RAG, vector databases, embedding models, LLM providers, and cloud-native tools while balancing compliance, performance, and cost.
- Collaborate with data scientists, clinicians, care teams, IT, and product stakeholders; contribute to architecture reviews, documentation, code reviews, CI/CD, technical guidance, and the full AI software development lifecycle.
Requirements
- Bachelor's degree in computer science, data science, biomedical informatics, software engineering, or a related field.
- At least 1–3 years of experience developing AI solutions.
- Strong programming skills in Python or another language used for AI development.
- Substantial knowledge of AI, machine learning, and deep learning, with experience using PyTorch or TensorFlow.
- Experience with large-scale or compute-intensive applications on HPC, Spark, or Kubernetes clusters, plus knowledge of software development principles, data modeling, and software architecture.
- Strong problem-solving, communication, and teamwork skills.
Nice to have
- Master's degree in a relevant quantitative discipline.
- 3–5 years of hands-on experience delivering production AI or LLM-based solutions.
- Experience with Azure or AWS, CI/CD for AI applications, RAG, semantic search, embedding models, vector databases, and MLOps or LLMOps tools such as MLflow, Kubeflow, Airflow, or Weights & Biases.
- Experience building healthcare AI applications, integrating with EHR systems, working in regulated environments, and using prompt engineering, fine-tuning, and LLM provider APIs.
Culture & Benefits
- Work in an academic healthcare environment focused on research, patient care, inclusion, and equity.
- Comprehensive benefits and wellness support for employees and their families.
- Financial security benefits, generous paid time off, employee resource groups, and retirement support.
- Holistic wellness resources covering physical, mental, nutritional, sleep, social, financial, and preventive care.
Hiring process
- Submit a completed online application.
- Be prepared to discuss salary and hourly specifics during the application and hiring process.
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