Senior Scientist - Cheminformatics & Computational Chemistry Job at Nukasani Group, California

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  • Nukasani Group
  • California

Job Description

Assigned Job Details

Job Title : Senior Scientist Cheminformatics & Computational Chemistry
Location: South San Francisco, CA ,Hybrid
Rate : Best competitive rate

Position Overview

We are seeking a highly motivated Senior Scientist in Cheminformatics & Computational Chemistry to design, evaluate, and implement end-to-end computational workflows for small molecule drug discovery within the TuneLab platform.

This role sits at the intersection of cheminformatics, physics-based modeling, and machine learning , and requires strong hands-on expertise across the drug discovery pipeline-from virtual screening to lead optimization. You will collaborate closely with cross-functional teams to develop scalable, production-grade solutions that drive scientific innovation.

This is a high-impact contract role , requiring independent decision-making, including tool evaluation and build-vs-buy assessments.

Key Responsibilities 1. End-to-End Workflow Development
  • Design and implement computational workflows across the drug discovery lifecycle:
    • Virtual screening (ligand-based and structure-based)
    • Hit identification and expansion
    • Hit-to-lead selection
    • Lead optimization
2. Method Development & Application
  • Apply and integrate advanced computational chemistry and cheminformatics methods, including:

Ultra-Large Library Search

  • Substructure search
  • Fingerprint and embedding-based similarity search
  • Shape and pharmacophore-based screening

Molecular Enumeration

  • Reaction-based enumeration
  • Fragment-based design and expansion

Ligand-Based Modeling

  • QSAR modeling
  • Similarity analysis and clustering
  • Active learning and iterative design

Structure-Based Modeling

  • Docking, rescoring, and pose prediction
  • Structure-aware search techniques

Physics-Based Methods

  • Molecular Dynamics (MD) simulations
  • Free Energy Perturbation (FEP) and related approaches
3. Cross-Functional Collaboration
  • Partner with:
    • Machine Learning teams to integrate predictive and generative models
    • Software Engineering teams to productionize workflows and ensure scalability
    • Scientific stakeholders to align solutions with drug discovery objectives
Required Qualifications
  • MS or PhD in Cheminformatics, Computational Chemistry, Medicinal Chemistry, or a related field
  • 5 10 years of relevant industry experience
  • Strong understanding of small molecule drug discovery workflows
  • Demonstrated expertise in:
    • Substructure and similarity search methods
    • Shape and pharmacophore modeling
    • Docking and structure-based design
    • QSAR and ligand-based modeling
    • Active learning methodologies
    • Physics-based simulations (MD, FEP)
  • Hands-on experience with tools such as:
    • RDKit, OpenEye, or equivalent
    • Docking platforms (e.g., Glide, AutoDock, GOLD)
  • Strong programming skills in Python
Preferred Qualifications
  • Experience working with ultra-large chemical libraries (e.g., Enamine REAL, WuXi Galaxy)
  • Familiarity with generative chemistry approaches (SMILES-, graph-, or diffusion-based models)
  • Experience integrating machine learning models into production environments
  • Knowledge of workflow orchestration tools (e.g., Airflow, Nextflow)

Best,

Bhavani
Recruiter | IT & Digital Marketing

[email protected]
P: 630.454.0067
540 W Galena Blvd, Suite 200
Aurora, IL 60506

Job Tags

Contract work

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