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Principal Scientist – Ai/Ml Workflow & Ecosystem Lead (Large Molecule Discovery Informatics)

India, Hyderabad · Job Posted April 24, 2026
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Job Description

You will serve as a Principal Scientist within the Research organization, leading the integration and scaling of artificial intelligence and machine learning (AI/ML) capabilities across the Large Molecule Discovery (LMD) informatics ecosystem. You will be responsible for translating advanced computational models into robust, production-ready solutions that are embedded within scientific workflows and drive measurable impact across biologics research.

Job Responsibility

  • Lead the transition of AI/ML models from research into production-ready solutions within LMD, ensuring successful integration into domain-specific scientific workflows and informatics systems
  • Lead and develop a multidisciplinary team responsible for AI enablement, data standards, and workflow integration within the LMD ecosystem
  • Drive adoption of AI/ML capabilities within LMD by defining and implementing research-to-production handoff patterns to implement machine learning models into end-to-end discovery workflows and enabling intuitive, reliable user experiences for scientists
  • Provide clear priorities, coaching, and execution oversight to ensure delivery of high-quality, scalable capabilities across a diverse technical team
  • Establish best practices for model reproducibility, documentation, governance, and compliance, aligned with enterprise standards and deployment frameworks
  • Partner directly with experimental and computational scientists to identify high-impact opportunities for AI/ML integration and ensure solutions align with real-world scientific workflows
  • Translate scientific research needs into clear technical, data, and workflow requirements, partnering with technology teams to deliver scalable, production-grade solutions
  • Partner across scientific, data, and technology functions to ensure availability of high-quality, ML-ready datasets and robust data pipelines supporting LMD workflows
  • Enable standardization of complex biological data (e.g., sequencing and assay data) to support reproducible model training and downstream use in LMD
  • Define and advance ontology and metadata frameworks to ensure interoperability and long-term reuse of data across LMD systems and modalities
  • Monitor adoption, performance, and impact of deployed AI/ML capabilities within LMD, including development of metrics, dashboards, and reporting
  • Lead cross-functional initiatives within LMD and coordinate across stakeholders to ensure alignment, manage scientific dependencies, and deliver integrated solutions at scale
  • Collaborate with enterprise AI/ML strategy and platform teams to ensure alignment while representing LMD-specific needs and priorities

Requirements

  • Doctorate degree PhD OR PharmD OR MD and relevant post-doc where applicable and 5 years of directly related experience
  • Master's degree and 8 years of directly related experience
  • Bachelor's degree and 10 years of directly related experience

Nice to have

  • PhD with 5+ years of experience applying AI/ML in biotechnology, pharmaceutical, or related R&D environments
  • Familiarity with large molecule or biologics discovery workflows
  • Demonstrated experience translating computational models into production systems used in scientific or technical workflows
  • Experience leading multidisciplinary teams across data, software, and scientific domains
  • Strong understanding of machine learning lifecycle management, data engineering, and scalable system integration
  • Experience with scientific data platforms, data modeling, and development of ML-ready datasets
  • Proven ability to lead complex, cross-functional initiatives in matrixed organizations
  • Strong communication skills with the ability to influence and align stakeholders across scientific and technical domains
  • Experience defining and measuring adoption and impact of digital or AI-driven capabilities

What we offer

  • Comprehensive employee benefits package, including a Retirement and Savings Plan with generous company contributions, group medical, dental and vision coverage, life and disability insurance, and flexible spending accounts
  • A discretionary annual bonus program, or for field sales representatives, a sales-based incentive plan
  • Stock-based long-term incentives
  • Award-winning time-off plans and bi-annual company-wide shutdowns
  • Flexible work models, including remote work arrangements, where possible

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