Technology Product Manager - Cheminformatics and Machine Learning
Beerse, Flanders, Belgium · Hybrid
$80k–$138k/yr
Senior
At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less in…
Skills: Cheminformatics, Machine Learning, Computational Chemistry, Data Science, Bioinformatics
At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less in…
Skills: Data Science, Real-world evidence, Epidemiology, Biostatistics, R
At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less in…
At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less in…
Skills: Procurement, Finance, Leadership, Stakeholder Management, Process Standardization
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$122k–$213k/yr
Senior
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At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less in…
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At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less in…
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Cleveland, Ohio, United States · On-site
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At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less in…
At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less in…
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Birmingham, Alabama, United States · Remote OK
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$102k–$176k/yr
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Director, Translational Medicine Clinical Lead-Immunology
San Diego, California, United States · Hybrid
$199k–$398k/yr
Senior
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Product Manager, Bispecifics Community Expansion Marketing
Horsham, Pennsylvania, United States · Hybrid
Senior
At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less in…
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Technology Product Manager - Cheminformatics and Machine Learning
The role involves leading cross-site, multi-disciplinary projects to modernize discovery informatics platforms and managing the global deployment of AI and ML models for molecular invention. The successful candidate will collaborate with business partners to define scientific IT requirements and drive strategic partnerships to support small molecule research.
Requirements
Candidates must hold a master's degree in a relevant scientific or technical field and possess at least 5 years of experience enabling chemistry informatics systems in the pharmaceutical industry. Demonstrable bilingual proficiency in both chemistry and technology is required, along with strong interpersonal and leadership skills.
Full job description
At Johnson & Johnson, we believe health is everything. Our strength in healthcare innovation empowers us to build a world where complex diseases are prevented, treated, and cured, where treatments are smarter and less invasive, and solutions 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:
Technology Product & Platform Management
Job Sub Function:
Technical Product Management
Job Category:
People Leader
All Job Posting Locations:
Beerse, Antwerp, Belgium
Job Description:
Johnson & Johnson Innovative Medicine is recruiting for a Technical Product Manager - Cheminformatics and Machine Learning,located in Beerse - Belgium or Spring House - US
The Technology Product Manager for Cheminformatics and Machine Learning for Molecular Invention will work directly with business partners, providing strategic analysis of business processes, defining scientific IT requirements and developing strategic partnerships with research and business technology colleagues to deliver complex cross-site and multi-disciplinary projects and programs.
In this business technology role, the successful candidate will help shape and realize enterprise-wide discovery informatics platforms, to modernize and support lead discovery and optimization activities in the small molecule space. Our mission is to use the best technology to design and deliver high-performing, scalable platforms, enabling our business organization to capitalize on opportunities that could not have been done before.
Responsibilities
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.
Qualifications
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.
Comfort working in a fast-paced environment with competing priorities, multiple partners, multi-functional teams, and evolving needs.
Demonstrable competence to influence, negotiate, and build collaborative partnerships and trust across functions.
Excellent written and verbal communication skills.
Johnson & Johnson is an Affirmative Action and 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, or protected veteran status and will not be discriminated against on the basis of disability.
Required Skills:
Preferred Skills:
Analytical Reasoning, Consulting, Cost Management, Developing Others, Human-Computer Interaction (HCI), Inclusive Leadership, Leadership, People Performance Management, Performance Measurement, Product Development, Product Strategies, Project Management Methodology (PMM), Research and Development, Resource Management, Software Development Management, Strategic Supply Chain Management, Team Management
The anticipated base pay range for this position is:
€79.800,00 - €137.770,00
Benefits:
In addition to base pay, we offer the following benefits: an annual bonus with set target (% of pay) depending on pay grade / location, where the actual amount is based on the employees’ and companies’ performance of the previous calendar year, or sales commissions. Moreover, we offer vacation days, parental leave for a minimum of 12 weeks, bereavement leave, caregiver leave, volunteer leave, well-being reimbursement, programs for financial, physical and mental health. We also offer service anniversary and recognition awards, and subject to the terms of their respective plans, employees - and in some location’s eligible dependents - can participate in several insurance plans. For more information, visit Employee benefits | Supporting well-being & career growth | Johnson & Johnson Careers.
This is for informative purposes only. Amounts and actual benefits may vary by location and are subject to change.
At Johnson & Johnson Innovative Medicine, we innovate with purpose, to lead where medicine is going. The experiences of patients around the world inform and inspire our science-based innovations, which continue to change and save lives. Applying rigorous science with compassion, we confidently address the most complex diseases of our time and develop the potential medicines of tomorrow. We are continuously working to develop treatments, aspiring to find cures, pioneering the path from lab to life, and championing patients every step of the way. https://bit.ly/3reuMvK
Health CareBiotechnologyMedicalManufacturingPharmaceutical
At Johnson & Johnson Innovative Medicine, we innovate with purpose, to lead where medicine is going. The experiences of patients around the world inform and inspire our science-based innovations, which continue to change and save lives. Applying rigorous science with compassion, we confidently address the most complex diseases of our time and develop the potential medicines of tomorrow. We are continuously working to develop treatments, aspiring to find cures, pioneering the path from lab to life, and championing patients every step of the way. https://bit.ly/3reuMvK
Health CareBiotechnologyMedicalManufacturingPharmaceutical