Drug Hunter

Patent Informatics Data Scientist

Drug Hunter

full-time

Posted on:

Location Type: Remote

Location: Remote • 🇺🇸 United States

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Job Level

Mid-LevelSenior

Tech Stack

Open SourcePostgresPythonSQL

About the role

  • **Key Responsibilities:**
  • - Develop and apply patent data-gathering and mining approaches to build high quality foundation data sets.
  • - Process and analyze small- and large-chemical and biological intellectual property datasets, including therapeutic use, molecular target and chemical structure data.
  • - Integrate chemical and biological databases to patent data.
  • - Develop novel data mining approaches to unearth cryptic data that enables decision making in partner organizations.
  • - Optimize data pipelines for processing and storing patent data, using text-mining, cheminformatics and bioinformatics approaches.
  • - Collaborate with cross-functional teams to integrate computational approaches into curation and analysis workflows.
  • - Contribute to thought leader articles on drug intellectual property informatics and data mining.
  • - Maintain best practices in data integrity, reproducibility, and documentation of data sources and derived content.
  • - Other responsibilities as required to support product development and maintenance.

Requirements

  • **Required Qualifications:**
  • - Ph.D. or Master’s degree in Cheminformatics, Computational Chemistry, Bioinformatics, Data Science, or a related field.
  • - 5-10+ years of experience in cheminformatics, computational drug discovery, or machine learning applications in chemistry.
  • - Proficiency in Python/R, with experience in cheminformatics libraries and topics.
  • - Strong knowledge of molecular descriptors, drug targets, and chemical/biological informatics techniques.
  • - An innate sense of how to query and derive value from patent data.
  • - Familiarity with Open Source and academic/commercial competitive intelligence/patent systems.
  • - Experience working in a structured collaborative data and software development environment (git, SQL/Postgres, python notebooks).
  • - Exceptional communication skills in written and verbal communication of science, a natural story-teller to make sense and provide insights from complex data.
  • **Preferred Qualifications:**
  • - Understanding of regulatory and patent landscapes for chemical and pharmaceutical data.
  • - Text mining experience, NER/NLP. Existing expertise in Python and relational database systems. API development and systems architecture.
  • - We understand that we are looking for a broad range of skills, so are committed to on the job coaching from experienced team members.
Benefits
  • **What We Offer:**
  • - Competitive salary and stock options.
  • - Active mentoring in data science/drug discovery within a highly experienced team
  • - Professional development opportunities and conference sponsorship.
  • - A collaborative environment working on cutting-edge computational drug discovery and data science.

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
cheminformaticscomputational chemistrybioinformaticsdata miningmachine learningPythonRmolecular descriptorstext miningAPI development
Soft skills
communication skillscollaborationstorytellingdata integrityreproducibilitydocumentation
Certifications
Ph.D.Master’s degree
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