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Linear algebra • Mathematical modeling: Using parametrized systems of equations to represent real-world systems • Statistics: Multivariate regression • Statistics: Clear understanding of ...
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Mathematical Modeling information
See salary details
$27.5K - $30.5K
1% of jobs
$30.5K - $33.5K
0% of jobs
$33.5K - $36.5K
0% of jobs
$36.5K - $39.5K
0% of jobs
$39.5K - $42.5K
2% of jobs
$42.5K - $45.5K
6% of jobs
$45.5K - $48.5K
13% of jobs
$48.5K - $51.5K
0% of jobs
$51.5K - $54.5K
0% of jobs
$54.5K - $57.5K
0% of jobs
$57.6K is the 25th percentile. Wages below this are outliers.
$57.5K - $60.5K
78% of jobs
$27.5K
$56.7K
$60.5K
How much do mathematical modeling jobs pay per year?
How to Get a Job in Mathematical Modeling?
The qualifications that you need to start working in mathematical modeling include a degree and experience using computer software and programming languages. You can start in this field by earning a bachelor’s degree in math, statistics, or computer science. Some employers accept applicants who have previous experience and relevant computation skills. If your duties involve computer programming, you need to know languages like Python or C++. Research positions often require a master’s degree or Ph.D. If your responsibilities include data analysis, you can pursue a graduate degree in data science, machine learning, or a similar subject.
What are the key skills and qualifications needed to thrive as a Mathematical Modeler, and why are they important?
What are some common challenges faced by professionals in mathematical modeling roles, and how can they be addressed?
What is mathematical modeling?
What jobs use mathematical modeling?
What is the difference between Mathematical Modeling vs Data Analyst?
| Aspect | Mathematical Modeling | Data Analyst |
|---|---|---|
| Required Credentials | Degree in Mathematics, Applied Math, or related fields | Degree in Statistics, Data Science, or related fields |
| Work Environment | Research labs, engineering firms, academia | Business, finance, marketing departments |
| Industry Usage | Developing models to simulate systems or processes | Analyzing data to inform business decisions |
Mathematical Modeling focuses on creating mathematical representations of real-world systems, often for simulation or prediction. Data Analysts interpret and analyze data sets to support decision-making. While both roles require strong quantitative skills and familiarity with statistical tools, Mathematical Modelers emphasize developing models, whereas Data Analysts focus on data interpretation and reporting.

$52 - $56/hr
Other
Posted 5 days ago
Job description
Location: Thousand Oaks, CA. 91320
Business Unit: Combination Products Operations - Digital & Data Strategy
Employment Type: Contract
Duration: 1+ years (with possible extensions)
Rate: $52 - $56/hr
Posting Date: 1/5/2024.
Notes: Only qualified candidates need apply. Onsite 3-4x / week *Must be OK to be onsite weekly and must be local to Thousand Oaks, CA.
3 Key Consulting is hiring! We are recruiting a Data Engineer for a consulting engagement with our direct client, a leading global biotechnology company.
Job Description:
The Modeling and Simulation Data Scientist will support the Combination Product Operations organization by improving the way our client 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.
Top Must Have Skill Sets:
- Simulation, modeling, and data analysis experience
- 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
Day to Day Responsibilities:
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.
Basic Qualifications:
- Doctorate degree OR Master degree and 3 years of experience OR Bachelor degree and 5 years of experience OR Associate degree and 10 years of experience OR High school diploma / GED and 12 years of experience
- 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 programming in Python, MATLAB, JMP, and/or Minitab for engineering purposes
- 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
Preferred Qualifications:
- 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
Why is the Position Open?
Supplement additional workload on team.
Red Flags:
- Not meeting degree and experience requirements (not meeting basic qualification)
- No modeling and simulation experience
- No engineering background
Interview Process:
One phone and one virtual panel interview.
We invite qualified candidates to sendyour resume toresumes@3keyconsulting.com. Ifyou decide that you're not interested in pursuing this particular position, please feel free to take a look at the other positions on our websitewww.3keyconsulting.com/careers. You are also welcome to sharethis opportunity withanyone you think might be interested in applying for this role.
About 3 Key Consulting
Sourced by ZipRecruiter
Industry
Biotechnology research and development
Company size
1 - 10 Employees
Headquarters location
Simi Valley, CA, US
Year founded
2009