Data Analytics & Computational Sciences Job Sub Function: Data Science Job Category: Scientific ... Deep expertise in cheminformatics software (e.g., KNIME, OpenEye, RDKit) and programming languages ...
Data Analytics & Computational Sciences Job Sub Function: Data Science Job Category: Scientific ... Deep expertise in cheminformatics software (e.g., KNIME, OpenEye, RDKit) and programming languages ...
Data Analytics & Computational Sciences Job Sub Function: Data Science Job Category: Scientific ... Deep expertise in cheminformatics software (e.g., KNIME, OpenEye, RDKit) and programming languages ...
Data Analytics & Computational Sciences Job Sub Function: Data Science Job Category: Scientific ... Deep expertise in cheminformatics software (e.g., KNIME, OpenEye, RDKit) and programming languages ...
... RDKit, ESM/fair-esm, Biopython, etc.). * Structural Biology and Co-folding: Deep expertise in ... Senior Scientist, AI Computational Structural Biology
... RDKit, ESM/fair-esm, Biopython, etc.). * Structural Biology and Co-folding: Deep expertise in ... Senior Scientist, AI Computational Structural Biology
Required : • A seasoned computational scientist with a proven track record of machine learning ... RDKit or OpenEye. • A scientist who speaks the language of experimental drug discovery, with a ...
Required : • A seasoned computational scientist with a proven track record of machine learning ... RDKit or OpenEye. • A scientist who speaks the language of experimental drug discovery, with a ...
Machine Learning Scientist/Senior Machine Learning Scientist - Agents for Applied Small Molecul[...]
South San Francisco, CA · On-site
$120 - $160/hr
Collaborate broadly with computational and experimental researchers at Roche and with academic ... RDKit, OpenEye). * Ph.D. or equivalent research depth in machine learning, computer science ...
Machine Learning Scientist/Senior Machine Learning Scientist - Agents for Applied Small Molecul[...]
South San Francisco, CA · On-site
$120 - $160/hr
Collaborate broadly with computational and experimental researchers at Roche and with academic ... RDKit, OpenEye). * Ph.D. or equivalent research depth in machine learning, computer science ...
... RDKit, DataWarrior, Spotfire, and related systems. AI/ML and Digital Chemistry Tools Apply user ... Represent computational chemistry in project team meetings and program discussions. Maintain ...
... RDKit, DataWarrior, Spotfire, and related systems. AI/ML and Digital Chemistry Tools Apply user ... Represent computational chemistry in project team meetings and program discussions. Maintain ...
Applied ML Scientist (Staff / Principal)
San Mateo, CA · On-site
$120 - $160/hr
This role requires a deep understanding of cheminformatics, computational chemistry, and ... RDKit or OpenEye. * A scientist who speaks the language of experimental drug discovery, with a ...
Applied ML Scientist (Staff / Principal)
San Mateo, CA · On-site
$120 - $160/hr
This role requires a deep understanding of cheminformatics, computational chemistry, and ... RDKit or OpenEye. * A scientist who speaks the language of experimental drug discovery, with a ...
... RDKit, DataWarrior, Spotfire, and related systems. AI/ML and Digital Chemistry Tools Apply user ... Represent computational chemistry in project team meetings and program discussions. Maintain ...
... RDKit, DataWarrior, Spotfire, and related systems. AI/ML and Digital Chemistry Tools Apply user ... Represent computational chemistry in project team meetings and program discussions. Maintain ...
This role requires a deep understanding of cheminformatics, computational chemistry, and ... RDKit or OpenEye. * A scientist who speaks the language of experimental drug discovery, with a ...
This role requires a deep understanding of cheminformatics, computational chemistry, and ... RDKit or OpenEye. * A scientist who speaks the language of experimental drug discovery, with a ...
CADD Scientist / Senior CADD Scientist
San Francisco, CA · On-site +1
$116K - $147K/yr
This gives our computational scientists something rare: a direct, high-throughput bridge from in ... RDKit, OpenEye); real experience inside the drug-discovery loop (SAR, MPO, DMTL cycles, library ...
CADD Scientist / Senior CADD Scientist
San Francisco, CA · On-site +1
$116K - $147K/yr
This gives our computational scientists something rare: a direct, high-throughput bridge from in ... RDKit, OpenEye); real experience inside the drug-discovery loop (SAR, MPO, DMTL cycles, library ...
Senior Computational Chemist
La Jolla, CA · On-site +1
$106K - $176K/yr
Position Summary The Machine Learning & Computational Sciences (MLCS) organization within Medicine ... RDKit or equivalent). * Experience with standard data science packages (numpy, pandas, etc)
Senior Computational Chemist
La Jolla, CA · On-site +1
$106K - $176K/yr
Position Summary The Machine Learning & Computational Sciences (MLCS) organization within Medicine ... RDKit or equivalent). * Experience with standard data science packages (numpy, pandas, etc)
Machine Learning Scientist/Senior Machine Learning Scientist - Synthesis Planning and Optimizat[...]
San Francisco, CA · On-site
$147.60 - $274/hr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... RDKit or Openeye. * You are fluent in Python and have experience with modern ML frameworks like ...
Machine Learning Scientist/Senior Machine Learning Scientist - Synthesis Planning and Optimizat[...]
San Francisco, CA · On-site
$147.60 - $274/hr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... RDKit or Openeye. * You are fluent in Python and have experience with modern ML frameworks like ...
Machine Learning Scientist/Senior Machine Learning Scientist - Synthesis Planning and Optimizatio...
San Francisco, CA · On-site +1
$160K - $297K/yr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... RDKit or Openeye. * You are fluent in Python and have experience with modern ML frameworks like ...
Machine Learning Scientist/Senior Machine Learning Scientist - Synthesis Planning and Optimizatio...
San Francisco, CA · On-site +1
$160K - $297K/yr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... RDKit or Openeye. * You are fluent in Python and have experience with modern ML frameworks like ...
Senior Computational Chemist
La Jolla, CA · On-site
$106K - $176K/yr
Position Summary The Machine Learning & Computational Sciences (MLCS) organization within Medicine ... RDKit or equivalent). * Experience with standard data science packages (numpy, pandas, etc)
Senior Computational Chemist
La Jolla, CA · On-site
$106K - $176K/yr
Position Summary The Machine Learning & Computational Sciences (MLCS) organization within Medicine ... RDKit or equivalent). * Experience with standard data science packages (numpy, pandas, etc)
Machine Learning Scientist/Senior Machine Learning Scientist - Agents for Applied Small Molecule ...
San Francisco, CA · On-site +1
$160K - $297K/yr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... RDKit or OpenEye. * You hold a PhD or equivalent research depth in machine learning, computer ...
Machine Learning Scientist/Senior Machine Learning Scientist - Agents for Applied Small Molecule ...
San Francisco, CA · On-site +1
$160K - $297K/yr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... RDKit or OpenEye. * You hold a PhD or equivalent research depth in machine learning, computer ...
Machine Learning Scientist/Senior Machine Learning Scientist - Synthesis Planning and Optimization,
San Francisco, CA · On-site
$160K - $297K/yr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... RDKit or Openeye. * You are fluent in Python and have experience with modern ML frameworks like ...
Machine Learning Scientist/Senior Machine Learning Scientist - Synthesis Planning and Optimization,
San Francisco, CA · On-site
$160K - $297K/yr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... RDKit or Openeye. * You are fluent in Python and have experience with modern ML frameworks like ...
Machine Learning Scientist/Senior Machine Learning Scientist - Agents for Applied Small Molecul[...]
San Francisco, CA · On-site
$147.60 - $274/hr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... RDKit or OpenEye. * You hold a PhD or equivalent research depth in machine learning, computer ...
Machine Learning Scientist/Senior Machine Learning Scientist - Agents for Applied Small Molecul[...]
San Francisco, CA · On-site
$147.60 - $274/hr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... RDKit or OpenEye. * You hold a PhD or equivalent research depth in machine learning, computer ...
Machine Learning Scientist/Senior Machine Learning Scientist - Agents for Applied Small Molecule Dru
San Francisco, CA · On-site
$160K - $297K/yr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... RDKit or OpenEye. * You hold a PhD or equivalent research depth in machine learning, computer ...
Machine Learning Scientist/Senior Machine Learning Scientist - Agents for Applied Small Molecule Dru
San Francisco, CA · On-site
$160K - $297K/yr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... RDKit or OpenEye. * You hold a PhD or equivalent research depth in machine learning, computer ...
Machine Learning Scientist/Senior Machine Learning Scientist - Agents for Applied Small Molecul[...]
San Francisco, CA · On-site
$147.60 - $274/hr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... RDKit or OpenEye. * You hold a PhD or equivalent research depth in machine learning, computer ...
Machine Learning Scientist/Senior Machine Learning Scientist - Agents for Applied Small Molecul[...]
San Francisco, CA · On-site
$147.60 - $274/hr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... RDKit or OpenEye. * You hold a PhD or equivalent research depth in machine learning, computer ...
Machine Learning Scientist/Senior Machine Learning Scientist - Synthesis Planning and Optimizat[...]
South San Francisco, CA · On-site
$147.60 - $274/hr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... as RDKit or OpenEye. * Fluent in Python and experienced with modern ML frameworks like PyTorch or ...
Machine Learning Scientist/Senior Machine Learning Scientist - Synthesis Planning and Optimizat[...]
South San Francisco, CA · On-site
$147.60 - $274/hr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... as RDKit or OpenEye. * Fluent in Python and experienced with modern ML frameworks like PyTorch or ...
Computational Scientist Rdkit information
What is a computational scientist RDKit?
What are the key skills and qualifications needed to thrive as a computational scientist RDKit, and why are they important?
What is the difference between Computational Scientist Rdkit vs Computational Chemist?
| Aspect | Computational Scientist Rdkit | Computational Chemist |
|---|---|---|
| Required Credentials | Degree in Chemistry, Bioinformatics, or related; programming skills in Python; familiarity with RDKit | Degree in Chemistry, Chemical Engineering, or related; strong background in molecular modeling and programming |
| Work Environment | Research labs, biotech companies, pharmaceutical firms; focus on software development and data analysis | Academic or industrial labs; focus on experimental design, molecular simulations, and data interpretation |
| Industry Usage | Used in cheminformatics, drug discovery, and molecular data analysis | Applied in pharmaceuticals, materials science, and chemical research |
Computational Scientist Rdkit specializes in developing and applying cheminformatics tools using RDKit, often combining programming and data analysis. Computational Chemist focuses on molecular modeling, simulations, and chemical research. While both roles require chemistry knowledge and programming skills, the Computational Scientist Rdkit role emphasizes software development and data processing, whereas the Computational Chemist emphasizes experimental and theoretical chemistry applications.
How does a computational scientist RDKit typically collaborate with chemists and software engineers on research projects?

Principal Scientist - Molecular Informatics & Computational Platforms
San Diego, CA • Hybrid
Full-time
Retirement, PTO
This job post has expired 1 day ago. Applications are no longer accepted.
Johnson & Johnson rating
8.3
Based on 112 frontline employees who took The Breakroom Quiz
25th of 86 rated pharmaceutical
Job description
At Johnson & Johnson,we believe health is everything. Our strength in healthcare innovation empowers us to build aworld where complex diseases are prevented, treated, and cured,where treatments are smarter and less invasive, andsolutions are personal.Through our expertise in Innovative Medicine and MedTech, we are uniquely positioned to innovate across the full spectrum of healthcare solutions today to deliver the breakthroughs of tomorrow, and profoundly impact health for humanity.Learn more at jnj.com
As guided by Our Credo, Johnson & Johnson is responsible to our employees who work with us throughout the world. We provide an inclusive work environment where each person is considered as an individual. At Johnson & Johnson, we respect the diversity and dignity of our employees and recognize their merit.
Job Function:
Data Analytics & Computational SciencesJob Sub Function:
Data ScienceJob Category:
Scientific/TechnologyAll Job Posting Locations:
San Diego, California, United States of AmericaJob Description:
About Innovative Medicine
Our expertise in Innovative Medicine is informed and inspired by patients, whose insights fuel our science-based advancements. Visionaries like you work on teams that save lives by developing the medicines of tomorrow.
Join us in developing treatments, finding cures, and pioneering the path from lab to life while championing patients every step of the way.
Learn more at https://www.jnj.com/innovative-medicine
We are reimagining drug discovery through the lens of agentic AI-turning scientific expertise into composable, intelligent workflows that accelerate every stage of the DMTA cycle. We are seeking a highly skilled and innovative Principal Scientist to help lead this transformation by developing agentic-AI capabilities and computational platforms for In Silico Discovery (ISD).
The successful candidate will design and help implement computational platforms that serve as the foundation for agentic workflows- bridging end-user scientists and platform engineering teams. They will help define how scientists interact with AI-driven tools, set best practices for agentic development, and upskill scientists across the department. This role collaborates closely with project and platform engineering teams to turn ISD's scientific tools into a trusted agentic AI discovery engine.
Key Responsibilities
Serve as a key agentic-AI enablement leader for ISD: define best practices and help shape the department's agentic strategy.
Expose computational science capabilities as agent-callable services and help build specialized domain agents, in partnership with platform engineering and portfolio teams.
Lead design and development of scientific platforms and workflows-including virtual screening, active-learning triage, and ADMET-ML scoring-as reusable, agent-ready components for hit identification and compound optimization.
Advance small molecule informatics across the DMTA cycle, guiding bench scientists in analysis and decision-making.
Upskill ISD scientists in agentic-AI tools, prompt engineering, and AI-augmented research practices.
Required Qualifications
PhD in Cheminformatics, Computational Chemistry, Chemical Engineering, or a related field.
Minimum of 3 years of industry experience with a proven track record of delivering end-to-end solutions from conceptualization to implementation.
Hands-on experience with LLM-based tools for scientific workflows (e.g., Claude Code), including skill/prompt engineering and MCP or RAG/knowledge-base integration.
Deep expertise in cheminformatics software (e.g., KNIME, OpenEye, RDKit) and programming languages (e.g., Python, R), including familiarity with scientific computing and ML libraries (e.g., pandas, scikit-learn, PyTorch).
Experience with SQL/Snowflake and modeling chemistry data (structures, assay and screening data). Comfort with cloud-native and containerized deployment environments.
Experience working in cross-functional teams and translating ideas from bench scientists to informatics solutions, with excellent problem-solving and communication skills.
Johnson & Johnson is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, age, national origin, disability, protected veteran status or other characteristics protected by federal, state or local law. We actively seek qualified candidates who are protected veterans and individuals with disabilities as defined under VEVRAA and Section 503 of the Rehabilitation Act.
Johnson & Johnson is committed to providing an interview process that is inclusive of our applicants' needs. If you are an individual with a disability and would like to request an accommodation, external applicants please contact us via https://www.jnj.com/contact-us/careers , internal employees contact AskGS to be directed to your accommodation resource.
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#LI-Hybrid
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Required Skills:
Preferred Skills:
Advanced Analytics, Coaching, Critical Thinking, Data Analysis, Data Privacy Standards, Data Quality, Data Reporting, Data Savvy, Data Science, Data Visualization, Digital Fluency, Econometric Models, Organizing, Process Improvements, Strategic Thinking, Technical Credibility, Workflow AnalysisThe anticipated base pay range for this position is :
$117,000.00 - $201,250.00Additional Description for Pay Transparency:
Subject to the terms of their respective plans, employees are eligible to participate in the Company's consolidated retirement plan (pension) and savings plan (401(k)).This position is eligible to participate in the Company's long-term incentive program.
Subject to the terms of their respective policies and date of hire, employees are eligible for the following time off benefits:
Vacation -120 hours per calendar year
Sick time - 40 hours per calendar year; for employees who reside in the State of Colorado -48 hours per calendar year; for employees who reside in the State of Washington -56 hours per calendar year
Holiday pay, including Floating Holidays -13 days per calendar year
Work, Personal and Family Time - up to 40 hours per calendar year
Parental Leave - 480 hours within one year of the birth/adoption/foster care of a child
Bereavement Leave - 240 hours for an immediate family member: 40 hours for an extended family member per calendar year
Caregiver Leave - 80 hours in a 52-week rolling period10 days
Volunteer Leave - 32 hours per calendar year
Military Spouse Time-Off - 80 hours per calendar year
For additional general information on Company benefits, please go to: - https://www.careers.jnj.com/employee-benefits
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