Technology Product Manager – Cheminformatics, Machine Learning
Johnson & Johnson
full-time
Posted on:
Location Type: Hybrid
Location: Beerse • Belgium
Visit company websiteExplore more
Tech Stack
About the role
- Contribute to delivering cheminformatics and the broader discovery informatics platforms on behalf of Johnson and Johnson Innovative Medicine’s research organization globally
- Define, scout, implement and champion new data-driven and scientific IT approaches across discovery sciences globally
- Lead cross-site, multi-disciplinary projects with internal and external partners
- Provide vendor management for global cheminformatics applications
- Contribute to the efficient management of a global cheminformatics infrastructure, including maintaining specific databases and resources
- Identify and drive opportunities to enable the modernization of chemistry-centric decision-making
- Manage the global deployment of AI and ML models for molecular invention
- Promote the engagement and commitment of team members and ensure excellent communication between researchers and developers/engineers
- Define project goals and manage risks/budgets to ensure impact, including post project evaluations
- Evaluate and communicate the strengths and weaknesses of business processes
- Identify new business requirements and develop the business change strategies to address the needs of stakeholders by improving information systems, procedures and championing organizational change
Requirements
- A minimum of a master’s degree in Cheminformatics, Computational Chemistry, Bioinformatics, Data Science, or related subjects
- OR a Chemistry related master’s degree and demonstrable experience working with informatics and scientific IT applications
- OR a master’s degree in Computer Science and experience applying computational methods in chemistry application areas
- Minimum 5 years’ experience enabling chemistry informatics systems within big pharma
- Demonstrable ability to be bilingual in both chemistry and technology is a must
- Experience leading Machine Learning initiatives in cheminformatics is desirable
- Experience with pipelining applications such as KNIME or PipeLine Pilot is desirable
- Experience with Python is desirable
- Experience with commercial chemistry software providers such as Schrodinger, Chemical Computing Group, OpenEye, ChemAxon etc is desirable
- Experience with open source cheminformatics applications, such as RDKit or CDK is desirable
- Experience with data visualization and analytics tools such as Spotfire, Tableau, Qlick or Power BI is desirable
- Strong business sense & interpersonal skills
- Ability to collaborate with business partners to understand business requirements
Benefits
- Inclusive work environment
- Professional development opportunities
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
cheminformaticscomputational chemistrybioinformaticsdata sciencemachine learningPythondata visualizationanalyticspipelining applicationsbusiness change strategies
Soft Skills
interpersonal skillscollaborationcommunicationleadershipproject managementrisk managementvendor managementorganizational changebusiness sensestakeholder engagement