Insilicom LLC · 8 hours ago
AI Data Scientist
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Responsibilities
Develop and implement advanced machine learning models for biomedical data analysis
Design and optimize NLP models for entity recognition, classification, and relation extraction
Lead end-to-end model development, from data preprocessing to production deployment
Fine-tune and integrate large language models into existing frameworks
Collaborate with cross-functional teams on model implementation
Conduct thorough model evaluation and performance optimization
Maintain comprehensive documentation and code repositories
Stay current with latest developments in ML/AI research
Qualification
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Required
Master's or Ph.D. in Computer Science, Statistics, Computational Biology, Bioinformatics, Physics, or related fields
Strong programming skills in Python
Efficiency in working with Linux OS and shell scripting
Demonstrated experience with ML frameworks (TensorFlow, PyTorch)
Expertise in large-scale data processing and analysis
Expertise in machine learning and neural networks
Expertise in natural language processing
Expertise in LLM prompt engineering (GPT-4, Claude)
Proven analytical and problem-solving abilities
Strong collaborative skills
Preferred
Experience with transformer-based architectures and LLMs
Proficiency in Git and version control
Cloud platform experience (AWS, GCP, Azure)
Advanced knowledge of feature engineering and model optimization
Published research in ML/AI or related fields
Outstanding communication skills
Experience in prompt engineering and optimization
Company
Insilicom LLC
We help scientists more effectively use Big Data to accelerate their research and development efforts with our innovative technologies.