Collins Aerospace has an immediate need for Principal, Electrical Component Engineer within the ... Analyze parametric data, preference codes, and obsolescence prediction data for components in ...
Collins Aerospace has an immediate need for Principal, Electrical Component Engineer within the ... Analyze parametric data, preference codes, and obsolescence prediction data for components in ...
You've experience working with Machine Learning techniques (Support Vector Machines, Genetic Algorithms, Random Forests, K-Nearest Neighbor algorithm, Principal Component analysis etc.) * You've more ...
You've experience working with Machine Learning techniques (Support Vector Machines, Genetic Algorithms, Random Forests, K-Nearest Neighbor algorithm, Principal Component analysis etc.) * You've more ...
You've experience working with Machine Learning techniques (Support Vector Machines, Genetic Algorithms, Random Forests, K-Nearest Neighbor algorithm, Principal Component analysis etc.) * You've more ...
You've experience working with Machine Learning techniques (Support Vector Machines, Genetic Algorithms, Random Forests, K-Nearest Neighbor algorithm, Principal Component analysis etc.) * You've more ...
SAS Analytics & Modeling- Banking
Jersey City, NJ ยท On-site
$100K/yr
You've experience working with Machine Learning techniques (Support Vector Machines, Genetic Algorithms, Random Forests, K-Nearest Neighbor algorithm, Principal Component analysis etc.) * You've more ...
SAS Analytics & Modeling- Banking
Jersey City, NJ ยท On-site
$100K/yr
You've experience working with Machine Learning techniques (Support Vector Machines, Genetic Algorithms, Random Forests, K-Nearest Neighbor algorithm, Principal Component analysis etc.) * You've more ...
Enterprise Risk Modeling - Cross Asset Quant
New York, NY ยท On-site
$160K - $250K/yr
Equity Factor Models, Principal Component Analysis, etc. * Sense of responsibility and integrity. Intellectual curiosity and entrepreneurial mindset, ability to fast paced environment and engage with ...
Enterprise Risk Modeling - Cross Asset Quant
New York, NY ยท On-site
$160K - $250K/yr
Equity Factor Models, Principal Component Analysis, etc. * Sense of responsibility and integrity. Intellectual curiosity and entrepreneurial mindset, ability to fast paced environment and engage with ...
Product Analytics Manager
San Jose, CA ยท On-site
Linear & Logistic Regression, Decision Trees, Random Forests, Markov Chains, Support Vector Machines, Neural Networks, Clustering, Principal Component Analysis, Factor analysis, etc * Demonstrated ...
Product Analytics Manager
San Jose, CA ยท On-site
Linear & Logistic Regression, Decision Trees, Random Forests, Markov Chains, Support Vector Machines, Neural Networks, Clustering, Principal Component Analysis, Factor analysis, etc * Demonstrated ...
Expertise in Statistics, e.g. time series, regression models, principal component analysis, multi-variance analysis. * Strong business acumen with the ability to translate business problems to data ...
Expertise in Statistics, e.g. time series, regression models, principal component analysis, multi-variance analysis. * Strong business acumen with the ability to translate business problems to data ...
Linear & Logistic Regression, Decision Trees, Random Forests, Markov Chains, Support Vector Machines, Neural Networks, Clustering, Principal Component Analysis, Factor analysis, etc * Demonstrated ...
Linear & Logistic Regression, Decision Trees, Random Forests, Markov Chains, Support Vector Machines, Neural Networks, Clustering, Principal Component Analysis, Factor analysis, etc * Demonstrated ...
Senior Statistician
$84.10K - $103.50K/yr
Experience in the use of linear programming, operations research, principal component analysis, cluster analysis, univariate and multivariate regression analysis, reliability, and time-series ...
Senior Statistician
$84.10K - $103.50K/yr
Experience in the use of linear programming, operations research, principal component analysis, cluster analysis, univariate and multivariate regression analysis, reliability, and time-series ...
Geospatial Data Scientist (Expert)
Gordon, GA ยท On-site
Demonstrated experience and proficiency with data science techniques including (but not limited to) logistic regression, vector, natural language processing, principal component analysis, clustering ...
Geospatial Data Scientist (Expert)
Gordon, GA ยท On-site
Demonstrated experience and proficiency with data science techniques including (but not limited to) logistic regression, vector, natural language processing, principal component analysis, clustering ...
Demonstrated experience and proficiency with data science techniques including (but not limited to) logistic regression, vector, natural language processing, principal component analysis, clustering ...
Demonstrated experience and proficiency with data science techniques including (but not limited to) logistic regression, vector, natural language processing, principal component analysis, clustering ...
Senior Statistician
Scott Air Force Base, IL ยท On-site
$84.10K - $103.50K/yr
Experience in the use of linear programming, operations research, principal component analysis, cluster analysis, univariate and multivariate regression analysis, reliability, and time-series ...
Quick apply
Senior Statistician
Scott Air Force Base, IL ยท On-site
$84.10K - $103.50K/yr
Experience in the use of linear programming, operations research, principal component analysis, cluster analysis, univariate and multivariate regression analysis, reliability, and time-series ...
Demonstrated experience and proficiency with data science techniques including (but not limited to) logistic regression, vector, natural language processing, principal component analysis, clustering ...
Demonstrated experience and proficiency with data science techniques including (but not limited to) logistic regression, vector, natural language processing, principal component analysis, clustering ...
... Principal Component Analysis) -Bachelor's degree in a quantitative major; Graduate degree in data & analytics field preferred
... Principal Component Analysis) -Bachelor's degree in a quantitative major; Graduate degree in data & analytics field preferred
Demonstrated experience and proficiency with data science techniques including (but not limited to) logistic regression, vector, natural language processing, principal component analysis, clustering ...
Quick apply
Demonstrated experience and proficiency with data science techniques including (but not limited to) logistic regression, vector, natural language processing, principal component analysis, clustering ...
Demonstrated experience and proficiency with data science techniques including (but not limited to) logistic regression, vector, natural language processing, principal component analysis, clustering ...
Demonstrated experience and proficiency with data science techniques including (but not limited to) logistic regression, vector, natural language processing, principal component analysis, clustering ...
Dimension Reduction techniques (Principal Component analysis, Singular Value Decomposition etc.) * Optimization (Linear programming, Stochastic Gradient Descent, Genetic Algorithm etc.) * Experience ...
Dimension Reduction techniques (Principal Component analysis, Singular Value Decomposition etc.) * Optimization (Linear programming, Stochastic Gradient Descent, Genetic Algorithm etc.) * Experience ...
Demonstrated experience and proficiency with data science techniques including (but not limited to) logistic regression, vector, natural language processing, principal component analysis, clustering ...
Demonstrated experience and proficiency with data science techniques including (but not limited to) logistic regression, vector, natural language processing, principal component analysis, clustering ...
... Principal Component analysis etc.) Minimum 3 years of experience in building models (data cleaning, dependent variable selection, independent variable study and understanding, variable reduction ...
... Principal Component analysis etc.) Minimum 3 years of experience in building models (data cleaning, dependent variable selection, independent variable study and understanding, variable reduction ...
Dimension Reduction techniques (Principal Component analysis, Singular Value Decomposition etc.) * Optimization (Linear programming, Stochastic Gradient Descent, Genetic Algorithm etc.) * Experience ...
Dimension Reduction techniques (Principal Component analysis, Singular Value Decomposition etc.) * Optimization (Linear programming, Stochastic Gradient Descent, Genetic Algorithm etc.) * Experience ...
Principal Component Analysis information
See salary details
$36.5K - $49.7K
1% of jobs
$49.7K - $63K
4% of jobs
$63K - $76.2K
8% of jobs
$85.1K is the 25th percentile. Wages below this are outliers.
$76.2K - $89.4K
17% of jobs
$89.4K - $102.6K
19% of jobs
The median wage is $103K / yr.
$102.6K - $115.9K
18% of jobs
$122.7K is the 75th percentile. Wages above this are outliers.
$115.9K - $129.1K
15% of jobs
$129.1K - $142.3K
7% of jobs
$142.3K - $155.5K
5% of jobs
$155.5K - $168.8K
3% of jobs
$168.8K - $182K
2% of jobs
$36.5K
$109.4K
$182K
How much do principal component analysis jobs pay per year?
What are the key skills and qualifications needed to thrive as a Data Scientist specializing in Principal Component Analysis (PCA), and why are they important?
How do data scientists typically collaborate with other teams when applying Principal Component Analysis (PCA) in a project?
What is Principal Component Analysis?
What is the difference between Principal Component Analysis vs Data Scientist?
| Aspect | Principal Component Analysis | Data Scientist |
|---|---|---|
| Primary Focus | Data reduction and feature extraction | Data analysis, modeling, and insights |
| Required Skills | Statistics, linear algebra, programming | Statistics, programming, domain knowledge |
| Work Environment | Data preprocessing, exploratory analysis | Data analysis, model development, communication |
| Industry Usage | Machine learning, data science, analytics | Data science, analytics, AI projects |
Principal Component Analysis (PCA) is a technique used for reducing data dimensionality by transforming variables into principal components. Data Scientists utilize PCA as part of their toolkit to simplify data and improve model performance. While PCA focuses on data transformation, Data Scientists perform broader tasks including data cleaning, modeling, and interpretation. Both roles often work together in data-driven projects within industries like tech, finance, and healthcare.

Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 21 days ago
Job description
2026-04-10
Country:
United States of America
Location:
US-IA-CEDAR RAPIDS-108 ~ 400 Collins Rd NE ~ BLDG 108
Position Role Type:
Onsite
U.S. Citizen, U.S. Person, or Immigration Status Requirements:
The ability to obtain and maintain a U.S. government issued security clearance is required. U.S. citizenship is required, as only U.S. citizens are eligible for a security clearance
Security Clearance Type:
DoD Clearance: Secret
Security Clearance Status:
Active and existing security clearance required after day 1
At RTX, the world largest aerospace and defense company, 185,000 great minds are united by purpose and inspired to make a difference solving the world's most complex problems. With our three market leading businesses, world-class operations and investments in research and development, we offer capabilities and opportunity no one else can. Together, we push the boundaries of known science and find new ways to connect and protect our world.
Collins Aerospace is a leader in technologically advanced, intelligent solutions that help redefine the aerospace and defense industry. With a comprehensive portfolio and deep technical expertise, we help customers meet the demands of the global market. Join us and help shape the future of aerospace and defense.
Collins Aerospace has an immediate need for Principal, Electrical Component Engineer within the supply chain engineering team. This Engineer will assume the role of a Product Component Engineer (PCE) which serves as the technical resource to Design Engineering, Manufacturing, Program Management, Procurement, Obsolescence, Quality, and Supply Chain. A successful candidate will support all component lifecycle needs for programs (electrical, mechanical, materials, process specifications, etc) and work with the Collins Component Engineering Team for expert-level support as needed. A PCE is involved in the product design from New Product Introduction (NPI) to design obsolescence, improving the overall component health and producibility of the product.
Specific responsibilities may include consultation with design engineering on part selection, qualification of components, performing root cause investigation and corrective action implementation, addressing part shortages and obsolescence, and technology roadmap management.
This role may be based in Cedar Rapids, IA , Richardson, TX, Colorado Springs, CO or Windsor Locks, CT
What You Will Do:
- Understand preferred technologies, sources of supply, and acceptance criteria for commodities used on assigned programs.
- Apply techniques for the documentation and release of components, processes, and design guidelines associated with assigned programs.
- Review Bills of Materials (BOM) to ensure maximum health (technology, life cycle, source of supply, etc)
- Perform Failure and Root Cause Analysis and corrective action on assigned programs.
- Identify, evaluate, and recommend new components or materials and manufacturers for new product requirements and for improving existing manufacturing process yields.
- Analyze parametric data, preference codes, and obsolescence prediction data for components in assigned programs.
- General technical support including activities associated with Bidding/Negotiating, Data Collection, and Analysis. Report Generation related to technical issues including but not limited to; Hazardous Material, fungus, shelf life, ESD, flammability, etc.
- Connect design teams with Producibility and Design to Cost Functions to achieve minimum cost and optimal performance in Collins designs.
- Take ownership of all regional parts related to local programs.
- Use technical knowledge and skills to lead projects.
- Must be willing and able to travel up to 10%
Provide technical assistance for programs related to:
- Material verification resolution
- Specification or drawing exceptions
- Supplier Chain issues
- Manufacturing related issues
Qualifications You Must Have:
- Typically requires a degree in Science, Technology, Engineering or Mathematics (STEM) and minimum 8 years prior relevant experience or an Advanced Degree in a related field and minimum 5 years of experience
- The ability to obtain and maintain a U.S. government issued security clearance is required
- U.S. citizenship is required, as only U.S. citizens are eligible for a security clearance Ability to hold a TOP SECRET DoD Clearance
- 5+ years of experience interpreting engineering drawings and vendor component data sheets
- 3+ years of experience working with component obsolescence
- Knowledge of electrical principles and electronic components
Qualifications We Prefer:
- Active SECRET DoD clearance with ability to obtain Top-Secret
- Understand and follow processes and procedures for component management
- Ability to demonstrate strong problem-solving skills and confidence in communicating with others to understand problems and work towards solutions.
- Demonstrated customer service experience, working with both technical and non-technical individuals and leaders
- Ability to manage multiple projects at one time
What We Offer:
Medical, dental, and vision insurance
Some of our competitive benefits package includes:
โข Three weeks of vacation for newly hired employees
โข Generous 401(k) plan that includes employer matching funds and separate employer retirement contribution, including a Lifetime Income Strategy option
โข Tuition reimbursement program
โข Student Loan Repayment Program
โข Life insurance and disability coverage
โข Optional coverages you can buy pet insurance, home and auto insurance, additional life and accident insurance, critical illness insurance, group legal, ID theft protection
โข Birth, adoption, parental leave benefits
โข Ovia Health, fertility, and family planning
โข Adoption Assistance
โข Autism Benefit
โข Employee Assistance Plan, including up to 10 free counseling sessions
โข Healthy You Incentives, wellness rewards program
โข Doctor on Demand, virtual doctor visits
โข Bright Horizons, child and elder care services
โข Teladoc Medical Experts, second opinion program
โข And more!
Learn More and Apply Now:
Onsite: Employees who are working in Onsite roles will work primarily onsite. This includes all production and maintenance employees, as they are essential to the development of our products.
As part of our commitment to maintaining a secure hiring process, candidates may be asked to attend select steps of the interview process in-person at one of our office locations, regardless of whether the role is designated as on-site, hybrid or remote.
The salary range for this role is 107,500 USD - 204,500 USD. The salary range provided is a good faith estimate representative of all experience levels. RTX considers several factors when extending an offer, including but not limited to, the role, function and associated responsibilities, a candidate's work experience, location, education/training, and key skills.
Hired applicants may be eligible for benefits, including but not limited to, medical, dental, vision, life insurance, short-term disability, long-term disability, 401(k) match, flexible spending accounts, flexible work schedules, employee assistance program, Employee Scholar Program, parental leave, paid time off, and holidays. Specific benefits are dependent upon the specific business unit as well as whether or not the position is covered by a collective-bargaining agreement.
Hired applicants may be eligible for annual short-term and/or long-term incentive compensation programs depending on the level of the position and whether or not it is covered by a collective-bargaining agreement. Payments under these annual programs are not guaranteed and are dependent upon a variety of factors including, but not limited to, individual performance, business unit performance, and/or the company's performance.
This role is a U.S.-based role. If the successful candidate resides in a U.S. territory, the appropriate pay structure and benefits will apply.
RTX anticipates the application window closing approximately 40 days from the date the notice was posted. However, factors such as candidate flow and business necessity may require RTX to shorten or extend the application window.
RTX is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability or veteran status, or any other applicable state or federal protected class. RTX provides affirmative action in employment for qualified Individuals with a Disability and Protected Veterans in compliance with Section 503 of the Rehabilitation Act and the Vietnam Era Veterans' Readjustment Assistance Act.
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About Raytheon Technologies
Sourced by ZipRecruiter
Industry
Aerospace product and parts manufacturing and it services
Company size
10,000+ Employees
Headquarters location
Waltham, MA, US