Aditi Consulting
Data Scientist
Aditi Consulting, Thousand Oaks, California, United States, 91362
Summary:The Modeling and Simulation Data Scientist will support the Combination Product Operations organization by improving the way Company manages and utilizes data to enhance data analysis and decision making within the organization. We are seeking a highly motivated individual who will be primarily responsible for development and lifecycle management of digital modeling assets and analyzing scientific and combination product performance data. This individual will leverage in-silico and data-driven modeling to evaluate potential opportunities that enable changes in business and operation performance.
Responsibilities:
Applying engineering principles to develop in-silico models for combination productsDeveloping, enhancing, automating, and managing analytics and data-driven modelsPerforming ad-hoc analysis and supporting special projects; Providing input to management for trend and failure investigation process improvementsDemonstrating modeling and visualization approaches as part of proof-of-concept projectsTransforming ambiguous business and technical questions into measurable and impactful projectsDemonstrating critical and analytical thinking skills to explore new opportunities in in-silico and data-driven models for combination products.
Skills:
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, COMSOLExperience with programming in Python, MATLAB, JMP, and/or Minitab for engineering purposesExperience with mathematical/first principles modeling, numerical techniques, and uncertainty quantification such as Monte Carlo simulationsFamiliar with utilizing GitLab for version control, code collaboration, and project managementData analysis expertise and statistical or mechanistic modeling experienceExperience in deriving technical recommendations and specifications from the analysis of measured dataStrong communication, presentation, and technical documentation skills are a plus, as is knowledge of process controlsUnderstanding business needs and developing Client yet practical solutions to meet those needsExperience with combination products and device regulatory requirements and medical device development and engineering
Top 3 Must Have Skill Sets:
Experience with programming in Python, MATLAB, JMP, and/or Minitab for engineering purposesExperience with model simulation and analysis (MS&A) techniques for structural, fluidic, and heat transfer problems using commercial software such as ANSYS, LS-Dyna, ABAQUS, COMSOLExperience with mathematical/first principles modeling, numerical techniques, and uncertainty quantification such as Monte Carlo simulations
Compensation:The pay rate range above is the base hourly pay range that Aditi Consulting reasonably expects to pay someone for this position (compensation may vary outside of this range depending on a number of factors, including but not limited to, a candidate's qualifications, skills, competencies, experience, location and end client requirements).
Benefits and Ancillaries:Medical, dental, vision, PTO benefits and ancillaries may be available for eligible Aditi Consulting employees and vary based on the plan options selected by the employee.
Responsibilities:
Applying engineering principles to develop in-silico models for combination productsDeveloping, enhancing, automating, and managing analytics and data-driven modelsPerforming ad-hoc analysis and supporting special projects; Providing input to management for trend and failure investigation process improvementsDemonstrating modeling and visualization approaches as part of proof-of-concept projectsTransforming ambiguous business and technical questions into measurable and impactful projectsDemonstrating critical and analytical thinking skills to explore new opportunities in in-silico and data-driven models for combination products.
Skills:
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, COMSOLExperience with programming in Python, MATLAB, JMP, and/or Minitab for engineering purposesExperience with mathematical/first principles modeling, numerical techniques, and uncertainty quantification such as Monte Carlo simulationsFamiliar with utilizing GitLab for version control, code collaboration, and project managementData analysis expertise and statistical or mechanistic modeling experienceExperience in deriving technical recommendations and specifications from the analysis of measured dataStrong communication, presentation, and technical documentation skills are a plus, as is knowledge of process controlsUnderstanding business needs and developing Client yet practical solutions to meet those needsExperience with combination products and device regulatory requirements and medical device development and engineering
Top 3 Must Have Skill Sets:
Experience with programming in Python, MATLAB, JMP, and/or Minitab for engineering purposesExperience with model simulation and analysis (MS&A) techniques for structural, fluidic, and heat transfer problems using commercial software such as ANSYS, LS-Dyna, ABAQUS, COMSOLExperience with mathematical/first principles modeling, numerical techniques, and uncertainty quantification such as Monte Carlo simulations
Compensation:The pay rate range above is the base hourly pay range that Aditi Consulting reasonably expects to pay someone for this position (compensation may vary outside of this range depending on a number of factors, including but not limited to, a candidate's qualifications, skills, competencies, experience, location and end client requirements).
Benefits and Ancillaries:Medical, dental, vision, PTO benefits and ancillaries may be available for eligible Aditi Consulting employees and vary based on the plan options selected by the employee.