Solstice
Founding Machine Learning Engineer
New York City. Posted 2 days ago
The role
You will design, build and optimize machine learning and generative AI systems that check pharmaceutical marketing content for scientific accuracy, evidence support and regulatory compliance. You will also build and run the production infrastructure, evaluation systems and monitoring that these AI applications depend on.
What you will do
- Design, develop and optimize machine learning and generative AI systems for evaluating pharmaceutical marketing content.
- Develop large language model applications using prompt engineering, retrieval-augmented generation, multi-agent orchestration, fine-tuning and benchmarking.
- Build machine learning pipelines for content classification, claim extraction, source attribution, evidence verification and compliance analysis.
- Design and deploy scalable production infrastructure, including model serving, retrieval systems, data processing and integrations.
- Develop and maintain evaluation systems that measure model factuality, groundedness, accuracy and reliability.
- Monitor, debug and optimize production machine learning systems for accuracy, reliability, scalability and latency.
- Work with engineering, product, regulatory and business teams to turn requirements into production-ready AI solutions.
Required qualifications
- Master's degree, or foreign equivalent, in Computer Science or a related field.
- Machine learning and deep learning model development.
- Natural language processing and large language model applications.
- Applied AI and machine learning engineering.
- Python and machine learning frameworks, including PyTorch or TensorFlow.
- Machine learning data pipeline development and processing.
- Model evaluation, experimentation and performance benchmarking, including factuality, groundedness or accuracy evaluation.
- Deployment of machine learning models and systems in production environments.
- Software debugging, testing, monitoring and performance optimization.
Before you apply
- To apply, email your resume to jobs@solsticehealth.co and reference Job Code #FMLE.
About the company
Solstice builds AI software that helps life sciences teams create, refine and review pharmaceutical marketing content. It has worked with leading life sciences manufacturers and more than 50 pharma brands.