... models, real world data, multi-modal omics data, AI/ML, computational pathology, and biomarker ... Simulation), Diagnostic, Translational Research, and AI/ML teams, to evaluate and apply ...
... models, real world data, multi-modal omics data, AI/ML, computational pathology, and biomarker ... Simulation), Diagnostic, Translational Research, and AI/ML teams, to evaluate and apply ...
Applications Engineering, Staff Engineer - 16469
Canonsburg, PA · On-site +1
$112K/yr
Integrate machine learning models within simulation and digital twin pipelines to improve prediction accuracy, reduce computational cost, and enable near real-time insights. * Define and deliver ...
Applications Engineering, Staff Engineer - 16469
Canonsburg, PA · On-site +1
$112K/yr
Integrate machine learning models within simulation and digital twin pipelines to improve prediction accuracy, reduce computational cost, and enable near real-time insights. * Define and deliver ...
... computational efficiency. Explore latest numerical methods (e.g., cohesive zone modeling, phase-field fracture, multi-scale modeling) to expand simulation capabilities. * Data-Driven & Hybrid ...
... computational efficiency. Explore latest numerical methods (e.g., cohesive zone modeling, phase-field fracture, multi-scale modeling) to expand simulation capabilities. * Data-Driven & Hybrid ...
Modeling Engineer
Springdale, PA · On-site
... computational efficiency. Explore latest numerical methods (e.g., cohesive zone modeling, phase-field fracture, multi-scale modeling) to expand simulation capabilities. * Data-Driven & Hybrid ...
Modeling Engineer
Springdale, PA · On-site
... computational efficiency. Explore latest numerical methods (e.g., cohesive zone modeling, phase-field fracture, multi-scale modeling) to expand simulation capabilities. * Data-Driven & Hybrid ...
Senior Kinetics DE/CD Engineer
King Of Prussia, PA · On-site
$131K - $237K/yr
Generate high-quality computational meshes using industry-standard meshing software such as ... Required Skills: * 12+ years of experience in digital engineering, CFD modeling, simulation, and/or ...
Senior Kinetics DE/CD Engineer
King Of Prussia, PA · On-site
$131K - $237K/yr
Generate high-quality computational meshes using industry-standard meshing software such as ... Required Skills: * 12+ years of experience in digital engineering, CFD modeling, simulation, and/or ...
Senior Kinetics DE/CD Engineer
$100K - $135K/yr
Generate high-quality computational meshes using industry-standard meshing software such as ... Required Skills: * 12+ years of experience in digital engineering, CFD modeling, simulation, and/or ...
Senior Kinetics DE/CD Engineer
$100K - $135K/yr
Generate high-quality computational meshes using industry-standard meshing software such as ... Required Skills: * 12+ years of experience in digital engineering, CFD modeling, simulation, and/or ...
... computing, modeling, simulation, systems, or data analysis approaches applied to biological or ... Computational and Data Sciences (including advanced computing infrastructure), the Materials ...
... computing, modeling, simulation, systems, or data analysis approaches applied to biological or ... Computational and Data Sciences (including advanced computing infrastructure), the Materials ...
Open Rank Tenure Line Position in Computer Science (College of Engineering) /Huck Institute of Li...
University Park, PA · On-site
... computing, modeling, simulation, systems, or data analysis approaches applied to biological or ... Computational and Data Sciences (including advanced computing infrastructure), the Materials ...
Open Rank Tenure Line Position in Computer Science (College of Engineering) /Huck Institute of Li...
University Park, PA · On-site
... computing, modeling, simulation, systems, or data analysis approaches applied to biological or ... Computational and Data Sciences (including advanced computing infrastructure), the Materials ...
... and computational tools and models to hedge and manage capital market risk exposures to the ... simulation, and financial derivatives. Hands -on modeling experience of complex financial ...
... and computational tools and models to hedge and manage capital market risk exposures to the ... simulation, and financial derivatives. Hands -on modeling experience of complex financial ...
... and computational tools and models to hedge and manage capital market risk exposures to the ... simulation, and financial derivatives. • Hands -on modeling experience of complex financial ...
... and computational tools and models to hedge and manage capital market risk exposures to the ... simulation, and financial derivatives. • Hands -on modeling experience of complex financial ...
... and computational tools and models to hedge and manage capital market risk exposures to the ... simulation, and financial derivatives. • Hands -on modeling experience of complex financial ...
... and computational tools and models to hedge and manage capital market risk exposures to the ... simulation, and financial derivatives. • Hands -on modeling experience of complex financial ...
Principal Scientist, Data Science - DDSAI - Therapeutics Development Supply
Spring House, PA · On-site
Proven track record of delivering analytical products, computational models, or decision ... Experience deploying simulation, forecasting, optimization, or AI/ML-enabled decision tools into ...
Principal Scientist, Data Science - DDSAI - Therapeutics Development Supply
Spring House, PA · On-site
Proven track record of delivering analytical products, computational models, or decision ... Experience deploying simulation, forecasting, optimization, or AI/ML-enabled decision tools into ...
Power Thermal STAFF R&D/PRODUCT DVL ENGINEER
Enola, PA · On-site
$115K - $173K/yr
Develops complex Multiphysics simulation methods. Job Requirements * Leading the development and implementation of complex Thermal simulation models to optimize manufacturing, designs, or processes ...
Power Thermal STAFF R&D/PRODUCT DVL ENGINEER
Enola, PA · On-site
$115K - $173K/yr
Develops complex Multiphysics simulation methods. Job Requirements * Leading the development and implementation of complex Thermal simulation models to optimize manufacturing, designs, or processes ...
Principal Scientist, Data Science - DDSAI - Therapeutics Development Supply
Spring House, PA · On-site
Proven track record of delivering analytical products, computational models, or decision ... Experience deploying simulation, forecasting, optimization, or AI/ML-enabled decision tools into ...
Principal Scientist, Data Science - DDSAI - Therapeutics Development Supply
Spring House, PA · On-site
Proven track record of delivering analytical products, computational models, or decision ... Experience deploying simulation, forecasting, optimization, or AI/ML-enabled decision tools into ...
Proven track record of delivering analytical products, computational models, or decision ... simulation, forecasting, optimization, or AI/ML-enabled decision tools into business workflows at ...
Proven track record of delivering analytical products, computational models, or decision ... simulation, forecasting, optimization, or AI/ML-enabled decision tools into business workflows at ...
Summer Internship: Biomechanical Modeling of Human Postural Control
University Park, PA · On-site
$16/hr
... computational models of the human postural system. This position offers hands-on experience in ... Conduct simulations to analyze postural responses under various conditions * Validate model ...
Summer Internship: Biomechanical Modeling of Human Postural Control
University Park, PA · On-site
$16/hr
... computational models of the human postural system. This position offers hands-on experience in ... Conduct simulations to analyze postural responses under various conditions * Validate model ...
$16/hr
... computational models of the human postural system. This position offers hands-on experience in ... Conduct simulations to analyze postural responses under various conditions * Validate model ...
$16/hr
... computational models of the human postural system. This position offers hands-on experience in ... Conduct simulations to analyze postural responses under various conditions * Validate model ...
... AI-based simulators. Originating from Bosch AI research in Pittsburgh, we are responsible for ... Strong background in math, statistics, computational modeling * 3+ years experiences in industrial ...
... AI-based simulators. Originating from Bosch AI research in Pittsburgh, we are responsible for ... Strong background in math, statistics, computational modeling * 3+ years experiences in industrial ...
... AI-based simulators. Originating from Bosch AI research in Pittsburgh, we are responsible for ... Strong background in math, statistics, computational modeling * 3+ years experiences in industrial ...
Quick apply
... AI-based simulators. Originating from Bosch AI research in Pittsburgh, we are responsible for ... Strong background in math, statistics, computational modeling * 3+ years experiences in industrial ...
... AI-based simulators. Originating from Bosch AI research in Pittsburgh, we are responsible for ... Strong background in math, statistics, computational modeling * 3+ years experiences in industrial ...
... AI-based simulators. Originating from Bosch AI research in Pittsburgh, we are responsible for ... Strong background in math, statistics, computational modeling * 3+ years experiences in industrial ...
Computational Modeling Simulation Multiphysics information
What is the difference between Computational Modeling Simulation Multiphysics vs Computational Engineer?
| Aspect | Computational Modeling Simulation Multiphysics | Computational Engineer |
|---|---|---|
| Credentials | Typically requires degrees in engineering, physics, or related fields; certifications in simulation software are common | Similar educational background; often holds engineering degrees and software certifications |
| Work Environment | Primarily in R&D labs, engineering firms, or manufacturing settings focusing on complex simulations | Involved in product development, software development, or systems design in various industries |
| Industry Usage | Used in aerospace, automotive, energy, and manufacturing for advanced simulations | Applied across industries for designing, analyzing, and optimizing systems and products |
While both roles involve computational skills and engineering principles, Computational Modeling Simulation Multiphysics specializes in complex, multi-physics simulations, whereas Computational Engineer focuses on designing and implementing computational solutions across various engineering projects.
What are the key skills and qualifications needed to thrive as a Computational Modeling Simulation Multiphysics Engineer, and why are they important?
What is computational modeling simulation multiphysics?
What are some common challenges faced by professionals in Computational Modeling Simulation Multiphysics roles, and how can they be addressed?
Full-time
Medical, Retirement, PTO
Posted yesterday
GlaxoSmithKline rating
8.9
Based on 19 frontline employees who took The Breakroom Quiz
7th of 73 rated pharmaceutical
Job description
We are seeking a visionary leader to join our Oncology Translational Medicine Integrative Sciences team as the Director of Emerging Diagnostic Technologies. This role will focus on driving innovation in diagnostic technology platforms, leveraging cutting-edge approaches such as oncology foundational models, real world data, multi-modal omics data, AI/ML, computational pathology, and biomarker discovery to transform how we understand and treat cancer. The successful candidate will play a pivotal role in shaping biomarker, diagnostic, and clinical development strategies, particularly in the context of antibody-drug conjugates (ADCs), T cell engagers and other advanced therapeutic modalities, while maintaining responsibilities for analyzing clinical trial biomarker data to enable translational medicine approaches.
Key Responsibilities:
- Lead innovation in emerging diagnostic technologies, including ctDNA, computational pathology, advanced imaging techniques, and multi-modal biomarker platforms, to enhance patient stratification, therapeutic targeting, and mechanism-of-action insights.
- Develop and apply oncology foundational models and AI/ML analytical approaches to complex clinical, real-world and biomarker datasets, including high-dimensional data such as single-cell transcriptomics, spatial omics, proteomics, and cfDNA.
- Serve as a subject matter expert in application of analytical methods and emerging diagnostic technologies to enable biomarker discovery and diagnostic strategies to optimize patient selection, dose determination, and combination therapy approaches with a focus on antibody-drug conjugates (ADCs).
- Oversee the integration of oncology foundational models to inform translational medicine and clinical development strategies ensuring robust interpretation, practical implementation and timely communication across matrix teams.
- Collaborate with cross-functional teams, clinical development, CPMS (Clinical Pharmacology and Modeling Simulation), Diagnostic, Translational Research, and AI/ML teams, to evaluate and apply complementary data analytics approaches for meaningful insights into complex biology.
- Lead efforts to identify, evaluate, and implement emerging technology platforms to advance diagnostic innovation and support pipeline growth.
- Provide leadership and accountability for clear and timely communication of data analysis outputs, complex analytical principles, and models to diverse stakeholders, including senior leaders and non-technical partners.
- Champion the integration of biomarker and diagnostic strategies into clinical development plans, ensuring alignment with oncology research unit and translational medicine objectives
- Drive the application of computational pathology and AI-driven image analysis to enhance diagnostic capabilities and biomarker discovery in oncology programs.
- Support the evaluation of academic partnerships and external technology platforms, ensuring alignment with Oncology Translational Medicine goals and innovation priorities.
- Contribute to due diligence efforts for business development opportunities, leveraging expertise in advanced analytics and emerging diagnostic technologies.
Basic Qualifications:
We are looking for professionals with these required skills to achieve our goals:
- PhD degree or equivalent experience/training in computational biology, bioinformatics, machine learning, computational pathology, or a related field.
- 7+ years of applied experience in Pharma/Biotech or an academic setting, with a focus on oncology research, diagnostic innovation, and biomarker analysis.
- Demonstrated ability to lead and influence cross-functional teams in a matrix environment, driving alignment and delivering impactful outcomes.
- Experience with emerging diagnostic platforms and technologies, including their application to translational medicine and clinical development.
- Demonstrated advanced knowledge of statistical and analytical methods relevant to the analysis of complex high-dimensional heterogeneous datasets.
- Experience with GitHub, development of R Shiny applications/R markdown, and working in cloud or high-performance computing (HPC) environments.
Preferred Qualifications:
- MD degree with oncology clinical development experience is highly desirable and considered an upside for this role.
- Expertise in oncology foundational models and AI/ML analytical approaches applied to complex biomarker datasets.
- Proficiency in coding skills (e.g., R, Python) and strong working knowledge of bioinformatics databases, resources, and tools.
- Proven ability to analyze and interpret high-dimensional datasets (e.g., single-cell and spatial transcriptomics, proteomics, cfDNA) using advanced modeling techniques.
- Experience with computational pathology and AI-driven image analysis in the context of diagnostic innovation.
- Strong knowledge of clinical trial biomarker data analysis and its application to precision medicine strategies.
- Demonstrated experience with antibody-drug conjugates (ADCs) and their associated biomarker and diagnostic strategies.
- Proven leadership experience in driving diagnostic innovation and implementing emerging technologies in oncology research.
- Strong track record of integrating preclinical and clinical biomarker data to inform translational medicine strategies.
- Familiarity with regulatory requirements and data standards for transitioning programs into clinical trials.
- Strategic mindset with the ability to influence and drive decision-making in a matrix environment.
Please visit GSK US Benefits Summary to learn more about the comprehensive benefits program GSK offers US employees.
Why GSK?
Uniting science, technology and talent to get ahead of disease together.
GSK is a global biopharma company with a purpose to unite science, technology and talent to get ahead of disease together. We aim to positively impact the health of 2.5 billion people by the end of the decade, as a successful, growing company where people can thrive. We get ahead of disease by preventing and treating it with innovation in specialty medicines and vaccines. We focus on four therapeutic areas: respiratory, immunology and inflammation; oncology; HIV; and infectious diseases - to impact health at scale.
People and patients around the world count on the medicines and vaccines we make, so we're committed to creating an environment where our people can thrive and focus on what matters most. Our culture of being ambitious for patients, accountable for impact and doing the right thing is the foundation for how, together, we deliver for patients, shareholders and our people.
If you require an accommodation or other assistance to apply for a job at GSK, please contact the appropriate Recruitment Staff by emailing us at -usrecruitment.adjustments@gsk.com.
GSK is an Equal Opportunity Employer. This ensures that all qualified applicants will receive equal consideration for employment without regard to race, color, religion, sex (including pregnancy, gender identity, and sexual orientation), parental status, national origin, age, disability, genetic information (including family medical history), military service or any basis prohibited under federal, state or local law.
Important notice to Employment businesses/ Agencies
GSK does not accept referrals from employment businesses and/or employment agencies in respect of the vacancies posted on this site. All employment businesses/agencies are required to contact GSK's commercial and general procurement/human resources department to obtain prior written authorization before referring any candidates to GSK. The obtaining of prior written authorization is a condition precedent to any agreement (verbal or written) between the employment business/ agency and GSK. In the absence of such written authorization being obtained any actions undertaken by the employment business/agency shall be deemed to have been performed without the consent or contractual agreement of GSK. GSK shall therefore not be liable for any fees arising from such actions or any fees arising from any referrals by employment businesses/agencies in respect of the vacancies posted on this site.
Please note that if you are a US Licensed Healthcare Professional or Healthcare Professional as defined by the laws of the state issuing your license, GSK may be required to capture and report expenses GSK incurs, on your behalf, in the event you are afforded an interview for employment. This capture of applicable transfers of value is necessary to ensure GSK's compliance to all federal and state US Transparency requirements. For more information, please visit the Centers for Medicare and Medicaid Services (CMS) website at https://openpaymentsdata.cms.gov/
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About GlaxoSmithKline
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GlaxoSmithKline is a globally recognized pharmaceutical and healthcare company based in Philadelphia, PA, USA. Originated from a merger between Glaxo Wellcome and SmithKline Beecham in 2000, the company excels in the pharmaceutical industry and holds a leading position in making medicines, vaccines, and consumer healthcare products. GSK's mission is to improve the quality of human life by enabling people to do more, feel better, and live longer. They adhere to core values of transparency, integrity, respect for people, and patient-focus, reflecting in their endeavors to conduct research and deliver innovative healthcare solutions to patients and consumers worldwide.
Industry
Scientific research and development services
Company size
10,000+ Employees
Headquarters location
Philadelphia, PA, US