Overview:
Medpace is a full-service clinical contract research organization (CRO). We provide Phase I-IV clinical development services to the biotechnology, pharmaceutical and medical device industries. Our mission is to accelerate the global development of safe and effective medical therapeutics through its scientific and disciplined approach. We leverage local regulatory and therapeutic expertise across all major areas including oncology, cardiology, metabolic disease, endocrinology, central nervous system, anti-viral and anti-infective. Headquartered in Cincinnati, Ohio, employing more than 5,000 people across 40+ countries.
Responsibilities:
* Design, implement, and deploy machine learning models and systems to solve complex problems and drive business outcomes;
* Research, develop, and implement machine learning algorithms and models for tasks such as classification, regression, clustering, anomaly detection, and recommendation systems;
* Research, develop, and implement AI tools such as NLP, LLM, and IA;
* Collect, preprocess, and curate large datasets required for training generative models;
* Experiment with different machine learning techniques and algorithms, including supervised, unsupervised, semi-supervised, reinforcement, and deep learning;
* Design and optimize machine learning pipelines and workflows, incorporating techniques for data cleaning, feature engineering, model selection, and hyperparameter tuning; and
* Develop scalable and efficient machine learning infrastructure and systems for training, testing, and deploying models in production environments.
Qualifications:
* Bachelor's degree or higher in Artificial Intelligence, Computer or Data Science, or related field. Master's degree preferred;
* Proven experience implementing and fine-tuning Large Language Models or interactive AI applications (>1 year post-graduate experience);
* Technical proficiency in programming languages and frameworks commonly used in NLP and AI (e.g., Python, TensorFlow, PyTorch);
* Preferably several years of experience working with different AI capabilities and showcasing your passion both at work and outside work in the utilization of AI;
* Excellent communication skills to collaborate effectively with cross-functional teams;
* A passion for staying up-to-date with the latest advancements in NLP and AI technologies; and
* Analytical thinker with great attention to detail.
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