Principal Scientist – AI/ML Workflow & Ecosystem Lead (Large Molecule Discovery Informatics)
Core
Lead the integration and scaling of AI/ML capabilities across the Large Molecule Discovery (LMD) informatics ecosystem, translating advanced computational models into robust, production-ready solutions embedded within scientific workflows.
Role type
Principal Scientist, AI/ML Workflow & Ecosystem Lead
Builds
Production-ready AI/ML solutions for Large Molecule Discovery (biologics research)
Domain
Biotechnology / Large Molecule Discovery Informatics
Deliverable
production ML models
Required skills
PhD or equivalent (MD/PharmD) with 5+ years experience, AI/ML model deployment, multidisciplinary team leadership, data standards definition, workflow integration, ontology and metadata framework design, cross-functional stakeholder alignment, scientific data platform management
Preferred skills
PhD with 5+ years in biotech/pharma R&D, large molecule/biologics discovery workflow expertise, machine learning lifecycle management, scalable system integration, ML-ready dataset development, complex cross-functional initiative leadership, digital capability adoption measurement
Technologies
None explicitly listed
Responsibilities
Lead transition of AI/ML models from research to production within LMD; Lead and develop multidisciplinary team for AI enablement and workflow integration; Drive adoption of AI/ML capabilities by defining research-to-production handoff patterns; Provide coaching and execution oversight for high-quality scalable capabilities; Establish best practices for model reproducibility, documentation, and governance; Partner with scientists to identify high-impact AI/ML integration opportunities; Translate scientific needs into technical requirements and deliver scalable solutions; Partner across functions to ensure availability of high-quality ML-ready datasets; Enable standardization of complex biological data; Define and advance ontology and metadata frameworks; Monitor adoption and impact of deployed AI/ML capabilities; Lead cross-functional initiatives to ensure alignment and deliver integrated solutions at scale
Seniority
Principal, strategy & mentorship