Application areas include software tool development, physics-based modeling, machine learning, simulation and optimization, probabilistic modeling, computer vision, and intelligent agents. The ...
Application areas include software tool development, physics-based modeling, machine learning, simulation and optimization, probabilistic modeling, computer vision, and intelligent agents. The ...
Application areas include software tool development, physics-based modeling, machine learning, simulation and optimization, probabilistic modeling, computer vision, and intelligent agents. The ...
Application areas include software tool development, physics-based modeling, machine learning, simulation and optimization, probabilistic modeling, computer vision, and intelligent agents. The ...
Research Engineer - AI/ML
Raleigh, NC · On-site
Application areas include software tool development, physics-based modeling, machine learning, simulation and optimization, probabilistic modeling, computer vision, and intelligent agents. The ...
Research Engineer - AI/ML
Raleigh, NC · On-site
Application areas include software tool development, physics-based modeling, machine learning, simulation and optimization, probabilistic modeling, computer vision, and intelligent agents. The ...
Senior Research Engineer - AI/ML
Raleigh, NC · On-site
$181K/yr
Application areas include software tool development, physics-based modeling, machine learning, simulation and optimization, probabilistic modeling, computer vision, and intelligent agents. The ...
Senior Research Engineer - AI/ML
Raleigh, NC · On-site
$181K/yr
Application areas include software tool development, physics-based modeling, machine learning, simulation and optimization, probabilistic modeling, computer vision, and intelligent agents. The ...
Artificial Intelligence (AI) Tutor
Chapel Hill, NC · Remote
$40/hr
... probabilistic reasoning, and ethical AI considerations. Ability to explain supervised and ... Guides students through implementing classification and regression models, designing neural ...
Artificial Intelligence (AI) Tutor
Chapel Hill, NC · Remote
$40/hr
... probabilistic reasoning, and ethical AI considerations. Ability to explain supervised and ... Guides students through implementing classification and regression models, designing neural ...
Artificial Intelligence (AI) Tutor
Raleigh, NC · Remote
$40/hr
... probabilistic reasoning, and ethical AI considerations. Ability to explain supervised and ... Guides students through implementing classification and regression models, designing neural ...
Artificial Intelligence (AI) Tutor
Raleigh, NC · Remote
$40/hr
... probabilistic reasoning, and ethical AI considerations. Ability to explain supervised and ... Guides students through implementing classification and regression models, designing neural ...
Artificial Intelligence (AI) Tutor
Durham, NC · Remote
$40/hr
... probabilistic reasoning, and ethical AI considerations. Ability to explain supervised and ... Guides students through implementing classification and regression models, designing neural ...
Artificial Intelligence (AI) Tutor
Durham, NC · Remote
$40/hr
... probabilistic reasoning, and ethical AI considerations. Ability to explain supervised and ... Guides students through implementing classification and regression models, designing neural ...
Research Environmental Engineer - Hydrology and Flood Risk
Durham, NC · On-site +1
$76K - $104K/yr
Familiarity with probabilistic or stochastic modeling concepts. EEO & Pay Equity Statements For San Francisco, CA USA Job Postings Only: Pursuant to the San Francisco Fair Chance Ordinance, we will ...
Research Environmental Engineer - Hydrology and Flood Risk
Durham, NC · On-site +1
$76K - $104K/yr
Familiarity with probabilistic or stochastic modeling concepts. EEO & Pay Equity Statements For San Francisco, CA USA Job Postings Only: Pursuant to the San Francisco Fair Chance Ordinance, we will ...
Research Environmental Engineer - Hydrology and Flood Risk
Durham, NC · On-site +1
$76K - $104K/yr
Familiarity with probabilistic or stochastic modeling concepts. EEO & Pay Equity Statements For San Francisco, CA USA Job Postings Only: Pursuant to the San Francisco Fair Chance Ordinance, we will ...
Research Environmental Engineer - Hydrology and Flood Risk
Durham, NC · On-site +1
$76K - $104K/yr
Familiarity with probabilistic or stochastic modeling concepts. EEO & Pay Equity Statements For San Francisco, CA USA Job Postings Only: Pursuant to the San Francisco Fair Chance Ordinance, we will ...
Senior Product Lead - MDM, Reference Data & Customer 360
Raleigh, NC · On-site
$83K - $105K/yr
Create process and source-to-target mappings, data flows, process models, MDM data model ... and probabilistic) and golden record creation. * Proven background in the Banking or Financial ...
Senior Product Lead - MDM, Reference Data & Customer 360
Raleigh, NC · On-site
$83K - $105K/yr
Create process and source-to-target mappings, data flows, process models, MDM data model ... and probabilistic) and golden record creation. * Proven background in the Banking or Financial ...
Match & merge rules (deterministic and probabilistic) * Survivorship rules * Hierarchies and relationship models * Optimize performance, scalability, and maintainability of the MDM platform. Data ...
Match & merge rules (deterministic and probabilistic) * Survivorship rules * Hierarchies and relationship models * Optimize performance, scalability, and maintainability of the MDM platform. Data ...
Match & merge rules (deterministic and probabilistic) * Survivorship rules * Hierarchies and relationship models * Optimize performance, scalability, and maintainability of the MDM platform. Data ...
Match & merge rules (deterministic and probabilistic) * Survivorship rules * Hierarchies and relationship models * Optimize performance, scalability, and maintainability of the MDM platform. Data ...
Match & merge rules (deterministic and probabilistic) * Survivorship rules * Hierarchies and relationship models * Optimize performance, scalability, and maintainability of the MDM platform. Data ...
Match & merge rules (deterministic and probabilistic) * Survivorship rules * Hierarchies and relationship models * Optimize performance, scalability, and maintainability of the MDM platform. Data ...
Senior Product Lead - MDM, Reference Data & Customer 360
Raleigh, NC · On-site
$83K - $105K/yr
Create process and source-to-target mappings, data flows, process models, MDM data model ... and probabilistic) and golden record creation. * Proven background in the Banking or Financial ...
Senior Product Lead - MDM, Reference Data & Customer 360
Raleigh, NC · On-site
$83K - $105K/yr
Create process and source-to-target mappings, data flows, process models, MDM data model ... and probabilistic) and golden record creation. * Proven background in the Banking or Financial ...
Senior Product Lead - MDM, Reference Data & Customer 360
Raleigh, NC · On-site
$83K - $105K/yr
Create process and source-to-target mappings, data flows, process models, MDM data model ... and probabilistic) and golden record creation. * Proven background in the Banking or Financial ...
Senior Product Lead - MDM, Reference Data & Customer 360
Raleigh, NC · On-site
$83K - $105K/yr
Create process and source-to-target mappings, data flows, process models, MDM data model ... and probabilistic) and golden record creation. * Proven background in the Banking or Financial ...
Salesforce Data Cloud Engineer III (Memphis TN or Remote in the USA)
Raleigh, NC · Remote
$111K - $133K/yr
Define, tune, and maintain identity resolution rulesets (deterministic and probabilistic) for ... Implement data governance, consent modeling, and privacy controls (GDPR/CCPA) across ingestion ...
Salesforce Data Cloud Engineer III (Memphis TN or Remote in the USA)
Raleigh, NC · Remote
$111K - $133K/yr
Define, tune, and maintain identity resolution rulesets (deterministic and probabilistic) for ... Implement data governance, consent modeling, and privacy controls (GDPR/CCPA) across ingestion ...
Genetics Tutor
Chapel Hill, NC · Remote
$40/hr
Ability to explain linkage analysis, Hardy-Weinberg equilibrium, and gene regulation models while ... Emphasizes probabilistic reasoning and connects genetics to genetic counseling, forensic science ...
Genetics Tutor
Chapel Hill, NC · Remote
$40/hr
Ability to explain linkage analysis, Hardy-Weinberg equilibrium, and gene regulation models while ... Emphasizes probabilistic reasoning and connects genetics to genetic counseling, forensic science ...
Genetics Tutor
Durham, NC · Remote
$40/hr
Ability to explain linkage analysis, Hardy-Weinberg equilibrium, and gene regulation models while ... Emphasizes probabilistic reasoning and connects genetics to genetic counseling, forensic science ...
Genetics Tutor
Durham, NC · Remote
$40/hr
Ability to explain linkage analysis, Hardy-Weinberg equilibrium, and gene regulation models while ... Emphasizes probabilistic reasoning and connects genetics to genetic counseling, forensic science ...
Genetics Tutor
Raleigh, NC · Remote
$40/hr
Ability to explain linkage analysis, Hardy-Weinberg equilibrium, and gene regulation models while ... Emphasizes probabilistic reasoning and connects genetics to genetic counseling, forensic science ...
Genetics Tutor
Raleigh, NC · Remote
$40/hr
Ability to explain linkage analysis, Hardy-Weinberg equilibrium, and gene regulation models while ... Emphasizes probabilistic reasoning and connects genetics to genetic counseling, forensic science ...
The role will help evolve planning in use of probabilistic, scenario-based approaches and multi-value benefits justification for projects, latest technology trends, study methodologies, and modeling ...
The role will help evolve planning in use of probabilistic, scenario-based approaches and multi-value benefits justification for projects, latest technology trends, study methodologies, and modeling ...
Probabilistic Modeling information
What is the difference between Probabilistic Modeling vs Data Scientist?
| Aspect | Probabilistic Modeling | Data Scientist |
|---|---|---|
| Required Credentials | Degree in statistics, mathematics, or related fields; knowledge of probability theory | Degree in computer science, statistics, or related fields; programming skills |
| Work Environment | Research-focused, often in analytics or data science teams | Cross-functional teams, including business, engineering, and analytics |
| Industry Usage | Used in analytics, finance, healthcare, and research for modeling uncertainty | Applied across industries for data analysis, predictive modeling, and decision-making |
Probabilistic Modeling focuses on developing models based on probability theory to understand uncertainty, while Data Scientists utilize a broader set of skills including programming, data analysis, and machine learning to extract insights from data. Both roles often overlap but serve different primary purposes within data-driven organizations.
What is probabilistic modeling?
What is probabilistic modelling?
What jobs make $1,000,000 a year?
What are the key skills and qualifications needed to thrive as a Probabilistic Modeler, and why are they important?
What jobs pay 500,000 a year in the US?
What jobs make $10,000 a month without a degree?
What are some common challenges faced by professionals in probabilistic modeling roles, and how can they be managed?
$181K/yr
Full-time
Posted 6 days ago
Job description
Applied Research Associates, Inc. (ARA) is actively seeking a highly qualified Research Engineer for the development of advanced AI/ML algorithms for the Intelligence and Defense communities. Application areas include software tool development, physics-based modeling, machine learning, simulation and optimization, probabilistic modeling, computer vision, and intelligent agents. The scientist / engineer will join a multi-disciplinary collaborative team of engineers and scientists.
We are seeking an experienced Research Engineer to join our team. The ideal candidate will have an active interest in applying math/statistics/physics/engineering concepts to solve multi-disciplinary problems. Candidate will have strong analytical skills and will be capable of translating ideas and proposed solutions into software tools and algorithms. The candidate should be familiar with improving/optimizing/tuning existing algorithms as well as development of new algorithms from scratch. This will include software design, software development, and debugging / issue resolution. The candidate should demonstrate a hands-on approach to problem solving and must be willing to actively participate in evaluation of algorithm and system performance. Strong critical thinking, problem solving, and debugging skills are required.
Scientists / engineers who are passionate about applying their expertise to solve problems of national importance, have a strong entrepreneurial spirit, and are seeking opportunities for personal and professional growth in a stable environment are strongly encouraged to apply.
Senior Research Engineer – AI/ML Position Requirements:
- U.S. Citizenship (No exceptions; green card holders are not eligible)
- Current TS/SCI clearance or TS/SCI eligible
- BS in Engineering, Computer Science, Physics, Mathematics, or a related field with 10-12 years of relevant work experience
- Experience in one or more of the following areas: machine learning, physics-based modeling, simulation and optimization, uncertainty quantification, surrogate modeling and model reduction, computer vision, and intelligent agents
- Strong foundation in software development and experience with Python, Java, and/or C++
- Experience going from problem statement to prototype to production-ready algorithms
- Strong communication and collaboration skills, capable of working effectively in a dynamic, team-oriented environment
Senior Research Engineer – AI/ML Preferences:
Above all, we value passion, a continuous desire to learn, and teamwork. We are confident that if you possess the right attitude, work ethic, and skill set, you will succeed in the role. In addition to the experience and skills above, if you have any of the following, you will be able to accelerate your effectiveness and impact.
- PhD or MS in Engineering, Computer Science, Physics, Mathematics, or a related field
- Experience in cloud-based, parallel, or distributed computing.
- Experience developing generative AI, agentic AI, and/or LLM-based systems
- Experience leading small teams of researchers and engineers
- Experience with proposal development and sponsor interactions
- Ability and desire to quickly learn new domains.
Who is ARA?
Do you want to work for a purpose? Applied Research Associates, Inc. (aka ARA) is an employee-owned international research and engineering company. We have been providing technically superior solutions to complex and challenging problems in the physical sciences since 1979. ARA has over 2,200 employee-owners and continues to grow rapidly. Together, our offices throughout the U.S. and Canada provide a broad range of technical expertise in defense, civil, and health technologies, computer software and simulation, systems analysis, environmental technologies, and testing and measurement.
ARA also prides itself, on having a challenging culture where innovation & experimentation are the norm. The motto, “Engineering and Science for Fun and Profit” sums up the ARA experience. Employee ownership ensures you have a voice in what happens in the company. We are also very proud of our Women’s Initiative Network (WIN), whose purpose is to motivate, support, and encourage professional career development for women to maximize career and professional accomplishments.
To find out more about what the Software Enterprise Division has to offer, visit our website at: https://www.ara.com/benefits/