Insilico Medicine

www.Insilico.com

1 Job

282 Employees

About the Company

Insilico Medicine, a clinical stage biotech company powered by generative AI, is connecting biology, chemistry, and clinical trials analysis using next-generation AI systems. The company has developed AI platforms that utilize deep generative models, reinforcement learning, transformers, and other modern machine learning techniques for novel target discovery and the generation of novel molecular structures with desired properties. Insilico Medicine is developing breakthrough solutions to discover and develop innovative drugs for cancer, fibrosis, immunity, central nervous system diseases, infectious diseases, autoimmune diseases, and aging-related diseases.

Listed Jobs

Company Name: Insilico Medicine
Job Title: Senior NLP Engineer
Job Description: **Job Title:** Senior NLP Engineer **Role Summary:** Lead the development and deployment of advanced NLP solutions for biomedical and materials science data. Focus on fine‑tuning large language models, building domain‑specific datasets, and translating research into scalable engineering products. **Expectations:** - Deliver high‑performance LLM models tailored to chemical and biomedical applications. - Drive continuous improvement through error analysis and system enhancements. - Stay abreast of cutting‑edge research, datasets, and tools. - Collaborate with research and business teams to align model capabilities with strategic objectives. **Key Responsibilities:** - Fine‑tune and optimize LLMs on domain‑specific or custom datasets. - Analyze model errors, identify limitations, and propose enhancements. - Search and evaluate state‑of‑the‑art solutions and datasets for NLP tasks. - Design scalable, maintainable engineering architectures based on emerging research. - Translate academic NLP innovations into production‑ready systems. - Build, curate, and annotate datasets using annotation tools, distant supervision, and expert review. - Collaborate with clients and stakeholders to prioritize research initiatives and business needs. **Required Skills:** - 5+ years of hands‑on NLP, ML, and DL experience. - Expertise in Python, and deep learning frameworks (PyTorch, TensorFlow). - Proven experience with LLM training frameworks (DeepSpeed, FSDP, Megatron‑LM, etc.). - Knowledge of distributed training (multi‑GPU/multi‑node) and performance optimization. - Experience fine‑tuning models such as GPT, LLaMA, or Mistral on custom datasets. - Strong problem‑diagnosis and debugging skills in large‑scale ML systems. - Excellent communication, collaboration, and independent work ability. - Optional: knowledge of chemistry/biology for life‑sciences NLP, familiarity with RL concepts. **Required Education & Certifications:** - Master’s degree or PhD in Computer Science, Machine Learning, or a related field.