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Data Engineer(Machine Learning/Clinical Development) Contractor
5 months ago
Data Engineer (Machine Learning/Clinical Development) Contractor –Remote – BB530
6+ Months
Part-time or Full-time
We are seeking a Data Engineer Contractor position with a strong background in Machine Learning and software development to enhance our innovative applications of Generative AI in clinical development. This position involves close collaboration with biostatisticians to deploy automated solutions and fine-tune large language models using frameworks such as RAG, PyTorch and various foundation models
Key Responsibilities:
- Work alongside biostatisticians to automate and refine data processes within clinical development databases.
- Develop and maintain automated ETL systems using LangChain and ensure seamless data integration.
- Utilize Python for object-oriented programming to develop scalable and efficient data solutions.
- Fine-tune large language foundation models using PyTorch and Hugging Face, applying techniques like direct preference optimization to improve model accuracy and reliability.
- Test and validate automated systems to comply with industry standards and regulatory guidelines.
- Continuously learn and apply the latest advancements in AI, machine learning, and data management.
Qualifications:
- Bachelor Degree or students currently enrolled in Master/PhD Program in Data Science, Statistics, Bioinformatics, Computer Science, or related field.
- Extensive experience in Python/R, with a strong understanding of object-oriented programming.
- Experience with PyTorch and Hugging Face for model development and fine-tuning.
- Demonstrated expertise in designing automated data systems, preferably within a clinical or healthcare setting.
- Ability to collaborate effectively with biostatisticians and other technical teams.
- Strong problem-solving skills and a proven track record of managing complex data projects.
- Excellent communication skills, able to articulate technical concepts to non-technical stakeholders.
