Data Modeling Expert
$119K - $222K/yr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... Seamless data sharing and access to models across gRED and pRED are essential to maximising these ...
$119K - $222K/yr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... Seamless data sharing and access to models across gRED and pRED are essential to maximising these ...
$119K - $222K/yr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... Seamless data sharing and access to models across gRED and pRED are essential to maximising these ...
Los Angeles, CA · On-site
$112K - $154K/yr
Responsibilities : • Develop, deploy, and continuously improve computational pipelines for de novo peptide and protein design, including property prediction using data-driven and modeling ...
Los Angeles, CA · On-site
$112K - $154K/yr
Responsibilities : • Develop, deploy, and continuously improve computational pipelines for de novo peptide and protein design, including property prediction using data-driven and modeling ...
Pasadena, CA · On-site
You should have deep expertise in materials characterization and computational modeling of disordered solids, with the ability to connect atomic-scale insights to materials design. Candidates with a ...
Pasadena, CA · On-site
You should have deep expertise in materials characterization and computational modeling of disordered solids, with the ability to connect atomic-scale insights to materials design. Candidates with a ...
... models, and build workflows and infrastructure for processing these datasets • Design, build, and ... computational biology experiments • High proficiency in Python and its scientific package ...
... models, and build workflows and infrastructure for processing these datasets • Design, build, and ... computational biology experiments • High proficiency in Python and its scientific package ...
$150K - $277K/yr
Apple's Industrial Design Group is seeking Computational Designers who thrive in an environment of ... modeling and data-driven design strategies. You will integrate large datasets - such as ...
$150K - $277K/yr
Apple's Industrial Design Group is seeking Computational Designers who thrive in an environment of ... modeling and data-driven design strategies. You will integrate large datasets - such as ...
Pasadena, CA · On-site
You should have deep expertise in materials characterization and computational modeling of disordered solids, with the ability to connect atomic-scale insights to materials design. Candidates with a ...
Pasadena, CA · On-site
You should have deep expertise in materials characterization and computational modeling of disordered solids, with the ability to connect atomic-scale insights to materials design. Candidates with a ...
We have an opening for a Postdoctoral Researcher to conduct computational research in the area of mesoscopic modeling of interface thermodynamics and kinetics, as well as associated microstructure ...
We have an opening for a Postdoctoral Researcher to conduct computational research in the area of mesoscopic modeling of interface thermodynamics and kinetics, as well as associated microstructure ...
Livermore, CA · On-site
$9.8K/wk
We have an opening for a Postdoctoral Researcher to conduct computational research in the area of mesoscopic modeling of interface thermodynamics and kinetics, as well as associated microstructure ...
Livermore, CA · On-site
$9.8K/wk
We have an opening for a Postdoctoral Researcher to conduct computational research in the area of mesoscopic modeling of interface thermodynamics and kinetics, as well as associated microstructure ...
San Francisco, CA · On-site
$153K - $210K/yr
These observations are laying the groundwork for a new generation of AI models that can predict ... We are seeking a Computational Biologist to help lead image analysis for our next-generation ...
San Francisco, CA · On-site
$153K - $210K/yr
These observations are laying the groundwork for a new generation of AI models that can predict ... We are seeking a Computational Biologist to help lead image analysis for our next-generation ...
$55K - $74K/yr
The successful candidate will lead project(s) focused on biomolecular dynamics within computational models of cell-like crowded environments. Potential themes of research projects include enzyme ...
$55K - $74K/yr
The successful candidate will lead project(s) focused on biomolecular dynamics within computational models of cell-like crowded environments. Potential themes of research projects include enzyme ...
Description We are looking for a Visual Intelligence and Machine Learning Scientist who bridges computational neuroscience and modern AI. You will build models that reason about human visual ...
Description We are looking for a Visual Intelligence and Machine Learning Scientist who bridges computational neuroscience and modern AI. You will build models that reason about human visual ...
Pasadena, CA · On-site
You should have deep expertise in materials characterization and computational modeling of disordered solids, with the ability to connect atomic-scale insights to materials design. Candidates with a ...
Pasadena, CA · On-site
You should have deep expertise in materials characterization and computational modeling of disordered solids, with the ability to connect atomic-scale insights to materials design. Candidates with a ...
South San Francisco, CA · On-site
$198K - $241K/yr
D. in molecular biology, biochemistry, computational modeling, structural biology, or related discipline * 8+ years' post-PhD experience in antibody/protein engineering within the biotech or ...
South San Francisco, CA · On-site
$198K - $241K/yr
D. in molecular biology, biochemistry, computational modeling, structural biology, or related discipline * 8+ years' post-PhD experience in antibody/protein engineering within the biotech or ...
South San Francisco, CA · On-site
$198K - $241K/yr
D. in molecular biology, biochemistry, computational modeling, structural biology, or related discipline * 8+ years' post-PhD experience in antibody/protein engineering within the biotech or ...
South San Francisco, CA · On-site
$198K - $241K/yr
D. in molecular biology, biochemistry, computational modeling, structural biology, or related discipline * 8+ years' post-PhD experience in antibody/protein engineering within the biotech or ...
San Francisco, CA · On-site
They are seeking a Computational Scientist to curate and scale their library of AI tools, working ... models on the Tamarind platform. • Build and refine workflows connecting tools like structure ...
San Francisco, CA · On-site
They are seeking a Computational Scientist to curate and scale their library of AI tools, working ... models on the Tamarind platform. • Build and refine workflows connecting tools like structure ...
San Francisco, CA · On-site
New AI models are quickly eclipsing physics-based tools in computational drug discovery. Scientists often struggle to fine-tune, deploy, and scale these models, leaving breakthroughs on the table.
San Francisco, CA · On-site
New AI models are quickly eclipsing physics-based tools in computational drug discovery. Scientists often struggle to fine-tune, deploy, and scale these models, leaving breakthroughs on the table.
South San Francisco, CA · On-site
$147K - $274K/yr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... Seamless data sharing and access to models across gRED and pRED are essential to maximising these ...
South San Francisco, CA · On-site
$147K - $274K/yr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... Seamless data sharing and access to models across gRED and pRED are essential to maximising these ...
South San Francisco, CA · On-site
$147K - $274K/yr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... Seamless data sharing and access to models across gRED and pRED are essential to maximising these ...
South San Francisco, CA · On-site
$147K - $274K/yr
Advances in AI, data, and computational sciences are transforming drug discovery and development ... Seamless data sharing and access to models across gRED and pRED are essential to maximising these ...
Train and rigorously benchmark resulting models against internal and external baselines. • Build and maintain the computational infrastructure supporting both protein design campaigns and model ...
Train and rigorously benchmark resulting models against internal and external baselines. • Build and maintain the computational infrastructure supporting both protein design campaigns and model ...
Palo Alto, CA · On-site
Voltai is developing world models and agents to interact with the physical world, focusing on hardware and semiconductor technologies. The role of Computational Scientist involves developing and ...
Palo Alto, CA · On-site
Voltai is developing world models and agents to interact with the physical world, focusing on hardware and semiconductor technologies. The role of Computational Scientist involves developing and ...
$40.33 - $43.31
4% of jobs
$46.18 is the 25th percentile. Wages below this are outliers.
$43.31 - $46.28
22% of jobs
The median wage is $49.08 / hr.
$46.28 - $49.26
26% of jobs
$49.26 - $52.24
23% of jobs
$52.61 is the 75th percentile. Wages above this are outliers.
$52.24 - $55.21
6% of jobs
$55.21 - $58.19
3% of jobs
$58.19 - $61.16
0% of jobs
$61.16 - $64.14
0% of jobs
$64.14 - $67.12
0% of jobs
$67.12 - $70.09
0% of jobs
$70.09 - $73.07
16% of jobs
$40
$54
$73
A Computational Modeling job involves developing and using mathematical models, simulations, and algorithms to analyze complex systems across various fields, such as engineering, physics, biology, and finance. Professionals in this role apply computational techniques to study real-world phenomena, predict outcomes, and optimize processes. They often work with programming languages, statistical methods, and high-performance computing to create accurate and efficient models.
To thrive in computational modeling, a strong background in mathematics, computer science, and domain-specific knowledge (such as engineering, physics, or biology) is essential, often supported by at least a bachelor's or master's degree in a related field. Familiarity with programming languages like Python, MATLAB, or R, as well as experience with simulation software and data analysis tools, is typically required. Strong problem-solving, analytical thinking, and effective communication skills set outstanding candidates apart. These abilities enable professionals to build accurate models, collaborate successfully with interdisciplinary teams, and translate complex results into actionable insights.
A typical day for a computational modeling professional often involves developing and refining mathematical or computer-based models, running simulations, and analyzing large datasets to draw meaningful conclusions. You’ll collaborate closely with domain experts, engineers, and researchers to ensure models accurately reflect real-world processes. The role may also involve presenting findings to stakeholders, troubleshooting code or software issues, and keeping up with new modeling techniques and industry advancements. This dynamic environment requires balancing independent problem-solving with teamwork and communication.

8.8
Based on 22 frontline employees who took The Breakroom Quiz
11th of 86 rated pharmaceutical
A healthier future. It's what drives us to innovate. To continuously advance science and ensure everyone has access to the healthcare they need today and for generations to come. Creating a world where we all have more time with the people we love. That's what makes us Roche.
Advances in AI, data, and computational sciences are transforming drug discovery and development. Roche's Research and Early Development organisations at Genentech (gRED) and Pharma (pRED) have demonstrated how these technologies accelerate R&D, leveraging data and novel computational models to drive impact. Seamless data sharing and access to models across gRED and pRED are essential to maximising these opportunities. The new computational sciences Center of Excellence (CoE) is a strategic, unified group whose goal is to harness this transformative power of data and Artificial Intelligence (AI) to assist our scientists in both pRED and gRED to deliver more innovative and transformative medicines for patients worldwide.
Within the CoE organisation, the Data and Digital Catalyst organisation drives the modernisation of our computational and data ecosystems and integration of digital technologies across Research and Early Development to enable our stakeholders, power data-driven science and accelerate decision-making.
Join the newly formed Computational Sciences Center of Excellence (CoE) as a Data Modeling Expert, a key role within our Data Connectivity team. You will serve as a key contributor in the data modeling, semantics, ontologies, and standards space, ensuring our data are FAIR (Findable, Accessible, Interoperable, and Reusable), high-quality, and trustable; enabling scientists, computational tools, and AI algorithms from across our Research and Early Development (REDs) organizations to effectively leverage and utilize these data assets.
The Opportunity:
Act as a key subject matter expert on data modeling, ontologies, semantics, and standards efforts, interfacing closely with business/scientific stakeholders and informatics/engineering colleagues.
Translate complex scientific requirements from various parts of R&D into clear draft data models that can be leveraged by the wider FAIR data modeling team.
Independently contribute to and on occasion drive the development of data models and standards and/or information architecture solutions potentially leading function-level efforts related to FAIR data processes relating to data modeling, standards development and/or information architecture.
Independently contribute to and on occasion drive strategies that ensure pan-RED Roche data is ready for AI/ML (AI data readiness), potentially leading tactical efforts around AI/data policies in partnership with other colleagues in the broader team.
Independently contributes to and on occasion drive efforts that enable data quality tracking, potentially leading strategies that allow us to track and measure data quality (e.g. tracking how well annotated xRED data is).
Foster a OneRoche data-centric mindset within the team, advocating for data standards, governance, and FAIR principles.
Contribute to the development, implementation and improvement of Data Governance strategies as it relates to data standards.
Who You Are:
You hold a PHD + 1 years, MS + 3-5 years, and a BS + 4-7 years of experience in Data Governance, Data Standards, Data Modeling, Ontology Development, or related fields.
You are proficient in one or more critical relevant scientific or data domains, and are able to provide leadership to initiatives based on that knowledge.
You are an exceptional communicator with strong networking capabilities, able to build relationships and lead effectively in a matrixed organization.
You have experience working within a Research & Development organization and have a deep understanding of its processes and data handling activities.
Onsite presence, on our South San Francisco campus, is expected for at least 3 days a week.
Relocation benefits are not available for this job posting.
The expected salary range for this position based on the primary location of California is $119,800 - $222,400. Actual pay will be determined based on experience, qualifications, geographic location, and other job-related factors permitted by law. A discretionary annual bonus may be available based on individual and Company performance. This position also qualifies for the benefits detailed at the link provided below.
Benefits
#LI-JD1
#ComputationCoE
Genentech is an equal opportunity employer. It is our policy and practice to employ, promote, and otherwise treat any and all employees and applicants on the basis of merit, qualifications, and competence. The company's policy prohibits unlawful discrimination, including but not limited to, discrimination on the basis of Protected Veteran status, individuals with disabilities status, and consistent with all federal, state, or local laws.
If you have a disability and need an accommodation in relation to the online application process, please contact us by completing this form Accommodations for Applicants.
Get the full story on Breakroom
Sourced by ZipRecruiter
A member of the Roche Group, Genentech has been at the forefront of the biotechnology industry for more than 40 years, using human genetic information to develop novel medicines for serious and life-threatening diseases. Genentech has multiple therapies on the market for cancer & other serious illnesses. Please take this opportunity to learn about Genentech where we believe that our employees are our most important asset & are dedicated to remaining a great place to work.
Scientific research and development services
10,000+ Employees
South San Francisco, CA, US
1976