Crystal Equation
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https://www.crystalequation.com
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Data Scientist
1 Amgen Center Dr. Thousand Oaks, CA 91320 US
Posted: 05/14/2025
2025-05-14
2025-07-18
Job Number: 40728
Job Description
Data Scientist
Hybrid
Top 3 Must Have Skill Sets:
The ideal candidate enjoys tackling challenges and excels at enabling insights for decision making using data-driven and physics-based modeling.
This may include, but is not limited to, the following:
Pay range is $45 - $50 per hour with full benefits available, including paid time off, medical/dental/vision/life insurance, 401K, parental leave, and more. Our compensation reflects the cost of labor across several US geographic markets. Pay is based on several factors including market location and may vary depending on job-related knowledge, skills, and experience.
This position comes with full benefits, including medical, dental, vision, life, 401k and more!
THE PROMISES WE MAKE:
At Crystal Equation, we empower people and advance technology initiatives by building trust. Your recruiter will prep you for the interview, obtain feedback, guide you through any necessary paperwork and provide everything you need for a successful start. We will serve to empower you along the way and provide the path for your professional journey.
Hybrid
Top 3 Must Have Skill Sets:
- Experience with programming in Python, MATLAB, JMP, and/or Minitab for engineering purposes
- Experience with model simulation and analysis (MS&A) techniques for structural, fluidic, and heat transfer problems using commercial software such as ANSYS, LS-Dyna, ABAQUS, COMSOL
- Experience with mathematical/first principles modeling, numerical techniques, and uncertainty quantification such as Monte Carlo simulations
- No Engineering university degree-preferred Mechanical, Chemical, or Biomedical
- No engineering background.
- Degrees in computer-related fields (CS, CE, EE).
The ideal candidate enjoys tackling challenges and excels at enabling insights for decision making using data-driven and physics-based modeling.
This may include, but is not limited to, the following:
- Applying engineering principles to develop in-silico models for combination products
- Developing, enhancing, automating, and managing analytics and data-driven models
- Performing ad-hoc analysis and supporting special projects; Providing input to management for trend and failure investigation process improvements
- Demonstrating modeling and visualization approaches as part of proof-of-concept projects
- Transforming ambiguous business and technical questions into measurable and impactful projects
- Demonstrating critical and analytical thinking skills to explore new opportunities in in-silico and data-driven models for combination products.
- Experience with programming in Python, MATLAB, JMP, and/or Minitab for engineering purposes
- Experience with model simulation and analysis (MS&A) techniques for structural, fluidic, and heat transfer problems using commercial software such as ANSYS, LS-Dyna, ABAQUS, COMSOL
- Experience with mathematical/first principles modeling, numerical techniques, and uncertainty quantification such as Monte Carlo simulations
- Familiar with utilizing GitLab for version control, code collaboration, and project management
- Data analysis expertise and statistical or mechanistic modeling experience
- Experience in deriving technical recommendations and specifications from the analysis of measured data
- Strong communication, presentation, and technical documentation skills are a plus, as is knowledge of process controls
- Understanding business needs and developing novel yet practical solutions to meet those needs
- Experience with combination products and device regulatory requirements and medical device development and engineering
- Passion for proactively identifying opportunities through creative modeling and data analysis
- Transform ambiguous business and technical questions into measurable and impactful projects
- Partner with multi-discipline digital teams (data analysts, data engineers, data scientists, and business product owners) to advance data analytics tools/features (such as predictive/ prescriptive algorithms and machine learning)
- Ability to deliver work and provide positive leadership in a fast-paced, multi-project team-oriented environment
- Intellectual curiosity with ability to learn new concepts/frameworks, algorithms and technology rapidly as needs arise
- Ability to manage multiple competing priorities simultaneously
- Ability to work in highly collaborative, cross-functional environments
- Bachelor's degree in Engineering plus 5 years of simulation, modeling, and data analysis experience
- Master's degree in Science or Engineering plus 2 years of simulation, modeling, and data analysis experience
- Ph.D. in Science or Engineering (simulation, modeling, and data analysis)
Pay range is $45 - $50 per hour with full benefits available, including paid time off, medical/dental/vision/life insurance, 401K, parental leave, and more. Our compensation reflects the cost of labor across several US geographic markets. Pay is based on several factors including market location and may vary depending on job-related knowledge, skills, and experience.
This position comes with full benefits, including medical, dental, vision, life, 401k and more!
THE PROMISES WE MAKE:
At Crystal Equation, we empower people and advance technology initiatives by building trust. Your recruiter will prep you for the interview, obtain feedback, guide you through any necessary paperwork and provide everything you need for a successful start. We will serve to empower you along the way and provide the path for your professional journey.
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Ready to take your career to the next level in the vibrant city of Thousand Oaks, California? Nestled in the heart of Ventura County, this bustling city offers a perfect blend of suburban charm and urban amenities. With a strong job market, top-notch schools, and breathtaking views of the Santa Monica Mountains, Thousand Oaks is an ideal location for professionals seeking growth and fulfillment. Explore job opportunities near iconic sites like the Gardens of the World, catch a show at the Fred Kavli Theatre, or indulge in the local culinary scene featuring dishes from around the world. Join this dynamic community and unlock your potential in Thousand Oaks! Start your job search now to find your perfect fit in this captivating city.