Amgen Modeling Data Scientist in Thousand Oaks, California
HOW MIGHT YOU DEFY IMAGINATION?
You’ve earned your degree. How will you use that achievement to reach your goals? Do more with the knowledge you’ve worked hard to acquire and the passion you already have. At Amgen, our shared mission—to serve patients—drives all that we do. It is key to our becoming one of the world’s leading biotechnology companies, reaching over 10 million patients worldwide. Become the professional you are meant to be in this meaningful role.
Modeling Data Scientist
The Modeling Data Scientist will support the Combination Product Operations organization by improving the way Amgen manages and applies data to enhance data analysis and decision making within the organization. We are seeking a highly motivated individual who will be primarily responsible for analyzing scientific and business data. This individual will use in-silico and mathematical modeling to evaluate potential opportunities that enable changes in business and operation performance.
The Modeling Data Scientist is responsible for activities required for development, application, and deployment of highly accurate in-silico, mathematical and data driven models for combination products and their subcomponents, with the goal to increase the efficiency of combination product development and manufacturing processes. These projects will involve new or modified products or processes to improve combination product quality and reliability.
The ideal candidate will be an experienced, established leader who can demonstrate quantitative experience to ask tough questions and enable Amgen’s digital transformation. In this role, you will interact with a wide range of business and operations leaders to understand processes, analyze data, and present findings. You will also be responsible for providing analytical support and enabling data driven decision making for end-to-end insight into the combination product lifecycle.
What you will do
Let’s do this. Let’s change the world.
Develop in-silico and data driven models to support combination products and associated drug product packaging throughout their lifecycle.
Apply core engineering principles: structural, fluid, biomechanical, and multi-physics theory to develop novel first-principles and mechanistic computational models addressing combination products.
Formulate constitutive and governing equations describing key system characteristics / phenomena and design questions.
Build supervised and unsupervised algorithms to provide important insights across Amgen’s Combination Product operations.
Develop and debug in-silico models in commercial and proprietary software and deploy models to internal users via the enterprise modeling infrastructure
Ensure that qualification parameters are met for in-silico modeling performance requirements per the intended use.
Partner with multi-discipline data analytics teams to advance data analytics tools/features to answer important business questions against their well-defined requirements.
Transform ambiguous business and technical inquiries into measurable and impactful projects.
Collaborate multi-functionally with the test method and device development teams in the data collection and analytics required for model qualification.
Collaborate multi-functionally with teams of Manufacturing, development, Quality, and commercial leads.
Deliver training to individuals in the operation and maintenance of modeling assets.
Provide support for investigations as well as development of new processes required to improve combination product manufacturing operations (for quality, reliability, new product introduction, cost saving).
Perform ad hoc analysis and provide input to the leadership teams regarding trend and failure investigation and process improvements.
Serve as technical lead on projects and mentor engineers and data scientists.
Supply ideas, establish standard processes, and follow trends in industry and academia.
Develop and maintain coordinated timelines collecting appropriate multi-functional details and work which are aligned with the functional and project deliverables
Proactively identify issues and/or risks and develop mitigation options to resolve or call out efficiently.
The position may require approximately 10% travel to international locations assisting our development partners during implementation of modeling assets into their processes.
What we expect of you
We are all different, yet we all use our outstanding contributions to serve patients.
Doctorate degree OR
Master's Degree and 3 years of Engineering experience OR
Bachelor's Degree and 5 years of Engineering experience OR
Associate's degree and 10 years of Engineering experience OR
High school diploma/GED and 12 years of Engineering experience.
M.S. or Ph.D. in Mechanical, Aerospace, Mechatronics, Chemical or Biomedical engineering.
Experience with FEA and CFD modeling techniques for structural and fluid dynamics using commercial simulation software such as SolidWorks, ANSYS, LS-DYNA, COMSOL, and ABAQUS.
Experience in modeling of mechanical, biochemical, and biomechanical systems.
Fluency in data analytic techniques vital for data analyses.
Experience working with healthcare data.
Experience with combination products and device regulatory requirements and medical device development and engineering.
Demonstrable ability to work on multiple projects and collaborate with many multi-functional teams simultaneously.
Experience with mathematical / first principles modeling and numerical techniques for model calibration and uncertainty quantification such as Monte Carlo simulations.
Proven ability to translate sophisticated data sets and technical challenges into simple business recommendations.
Demonstrated ability to bring structure to sophisticated problems, pragmatic scoping & problem-solving approach.
Understanding of the six-sigma process, utilizing statistical software packages such as Minitab and/or JMP to formulate and tackle statistical problems.
Excellent written and verbal communication skills together with proven ability to thrive in multi-functional teams.
Excellent technical writing, data visualization and presentation skills.
Demonstrated ability to thrive in a fast-paced, collaborative, agile team.
Experience with one or more of general-purpose programming languages
Evidence of working independently, scientific independence and accomplishments
Some of the vast rewards of working here
As we work to develop treatments that take care of others, we also work to care for our teammates’ professional and personal growth and well-being.
Full support and career-development resources to expand your skills, improve your expertise, and improve your potential along your career journey
A diverse and inclusive community of belonging, where teammates are empowered to bring ideas to the table and act
Generous Total Rewards Plan—comprising health, finance and wealth, work/life balance, and career benefits—with compensation and benefits rated above 4 stars (out of 5) on Glassdoor
for a career that defies imagination
Objects in your future are closer than they appear. Join us.
If you're seeking a career where you can truly make a difference in the lives of others, a career where you can work at the absolute forefront of biotechnology with the top minds in the field, you'll find it at Amgen.
Amgen, a biotechnology pioneer, discovers, develops and delivers innovative human therapeutics. Our medicines have helped millions of patients in the fight against cancer, kidney disease, rheumatoid arthritis and other serious illnesses.
As an organization dedicated to improving the quality of life for people around the world, Amgen fosters an inclusive environment of diverse, ethical, committed and highly accomplished people who respect each other but compete intensely to win. Together, we live the Amgen values as we continue advancing science to serve patients.
Amgen is an Equal Opportunity employer and will consider all qualified applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, or disability status.
We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.
Amgen requires all staff in the United States, Puerto Rico and Canada to be vaccinated from COVID 19 as a condition of employment. In accordance with applicable law, Amgen will provide reasonable accommodations to staff members who qualify on the basis of a medical reason or a sincerely held religious belief, practice, or observance. Such accommodation may not pose an undue hardship to Amgen, its operations, or its staff.