May substitute equivalent engineering experience in lieu of education. • Strong background in probabilistic methods (e.g., Bayesian inference, filtering, estimation theory) • Proficiency in ...
May substitute equivalent engineering experience in lieu of education. • Strong background in probabilistic methods (e.g., Bayesian inference, filtering, estimation theory) • Proficiency in ...
Senior Specialist, Data Science
West Point, PA · On-site
$129K - $203K/yr
Experience with probabilistic/Bayesian modeling, uncertainty quantification, or causal inference ... Computational Biology, Computational Chemistry, Data Engineering, Data Modeling, Data Science, Data ...
Senior Specialist, Data Science
West Point, PA · On-site
$129K - $203K/yr
Experience with probabilistic/Bayesian modeling, uncertainty quantification, or causal inference ... Computational Biology, Computational Chemistry, Data Engineering, Data Modeling, Data Science, Data ...
... probabilistic approaches * Lead cross-functional projects to define new or upgrade existing ... Experience with machine learning techniques (such as Bayesian modeling and inference techniques ...
... probabilistic approaches * Lead cross-functional projects to define new or upgrade existing ... Experience with machine learning techniques (such as Bayesian modeling and inference techniques ...
... probabilistic approaches * Lead cross-functional projects to define new or upgrade existing ... Experience with machine learning techniques (such as Bayesian modeling and inference techniques ...
... probabilistic approaches * Lead cross-functional projects to define new or upgrade existing ... Experience with machine learning techniques (such as Bayesian modeling and inference techniques ...
Senior Data Scientist
Menlo Park, CA · On-site
... probabilistic models (e.g., hierarchical models, state-space models, Bayesian approaches ... Engineering, Computer Science) or equivalent practical experience. • 8+ years of experience ...
Senior Data Scientist
Menlo Park, CA · On-site
... probabilistic models (e.g., hierarchical models, state-space models, Bayesian approaches ... Engineering, Computer Science) or equivalent practical experience. • 8+ years of experience ...
Engineer VII
Poway, CA · On-site
$128K - $229K/yr
We have an exciting opportunity for a Project Engineer integrated product team (IPT) leader to join ... Strong background in probabilistic methods (e.g., Bayesian inference, filtering, estimation theory)
Engineer VII
Poway, CA · On-site
$128K - $229K/yr
We have an exciting opportunity for a Project Engineer integrated product team (IPT) leader to join ... Strong background in probabilistic methods (e.g., Bayesian inference, filtering, estimation theory)
... Engineering, or a related quantitative discipline. Experience with simulation systems, probabilistic modeling, Bayesian methods, survival analysis, causal impact modeling, reinforcement learning ...
... Engineering, or a related quantitative discipline. Experience with simulation systems, probabilistic modeling, Bayesian methods, survival analysis, causal impact modeling, reinforcement learning ...
Senior Research Engineer
Santa Clara, CA · On-site
$200K/yr
Develop probabilistic models that quantify uncertainty and confidence in location estimates ... Formulate and solve complex inference problems using Bayesian estimation, filtering, optimization ...
Quick apply
Senior Research Engineer
Santa Clara, CA · On-site
$200K/yr
Develop probabilistic models that quantify uncertainty and confidence in location estimates ... Formulate and solve complex inference problems using Bayesian estimation, filtering, optimization ...
Senior Research Scientist
Boston, MA · On-site
$107K - $136K/yr
Collaborate closely with product, engineering, and data science teams to ensure research is ... probabilistic methods, Bayesian inference, and/or causal inference * Ability to work across ...
Senior Research Scientist
Boston, MA · On-site
$107K - $136K/yr
Collaborate closely with product, engineering, and data science teams to ensure research is ... probabilistic methods, Bayesian inference, and/or causal inference * Ability to work across ...
Principal AI/ML Software Engineer - Autonomy (Onsite)
Cedar Rapids, IA · On-site
$107.50 - $204.50/hr
Engineer probabilistic reasoning, adaptive learning, and intelligent data‑management components ... Familiarity with neurosymbolic AI, hybrid reasoning architectures, or distributed Bayesian ...
Principal AI/ML Software Engineer - Autonomy (Onsite)
Cedar Rapids, IA · On-site
$107.50 - $204.50/hr
Engineer probabilistic reasoning, adaptive learning, and intelligent data‑management components ... Familiarity with neurosymbolic AI, hybrid reasoning architectures, or distributed Bayesian ...
Senior Research Scientist
Boston, MA · On-site
$107K - $136K/yr
Collaborate closely with product, engineering, and data science teams to ensure research is ... probabilistic methods, Bayesian inference, and/or causal inference * Ability to work across ...
Quick apply
Senior Research Scientist
Boston, MA · On-site
$107K - $136K/yr
Collaborate closely with product, engineering, and data science teams to ensure research is ... probabilistic methods, Bayesian inference, and/or causal inference * Ability to work across ...
Senior Research Scientist
Boston, MA · On-site
$107K - $136K/yr
Collaborate closely with product, engineering, and data science teams to ensure research is ... probabilistic methods, Bayesian inference, and/or causal inference * Ability to work across ...
Senior Research Scientist
Boston, MA · On-site
$107K - $136K/yr
Collaborate closely with product, engineering, and data science teams to ensure research is ... probabilistic methods, Bayesian inference, and/or causal inference * Ability to work across ...
Senior Research Scientist
$107K - $136K/yr
Collaborate closely with product, engineering, and data science teams to ensure research is ... probabilistic methods, Bayesian inference, and/or causal inference * Ability to work across ...
Senior Research Scientist
$107K - $136K/yr
Collaborate closely with product, engineering, and data science teams to ensure research is ... probabilistic methods, Bayesian inference, and/or causal inference * Ability to work across ...
Research Statistician - Tracking and Estimation Theory with Security Clearance
Charlottesville, VA · On-site
Are you a statistician who wants to see your Bayesian models protect national security? GA ... Derive probabilistic models for target behavior and sensor measurement processes * Prototype ...
Research Statistician - Tracking and Estimation Theory with Security Clearance
Charlottesville, VA · On-site
Are you a statistician who wants to see your Bayesian models protect national security? GA ... Derive probabilistic models for target behavior and sensor measurement processes * Prototype ...
Research Scientist - Frontier AI/ML & Quantum Algorithms
San Francisco, CA · On-site
$200K - $300K/yr
Research experience in diffusion/flow models, energy-based models, probabilistic programming, Bayesian deep learning, neural SDEs/ODEs, simulation-based inference, or scalable Monte Carlo.
Research Scientist - Frontier AI/ML & Quantum Algorithms
San Francisco, CA · On-site
$200K - $300K/yr
Research experience in diffusion/flow models, energy-based models, probabilistic programming, Bayesian deep learning, neural SDEs/ODEs, simulation-based inference, or scalable Monte Carlo.
Engineer probabilistic reasoning, adaptive learning, and intelligent data‑management components ... Familiarity with Neurosymbolic AI, hybrid reasoning architectures, or distributed Bayesian ...
Engineer probabilistic reasoning, adaptive learning, and intelligent data‑management components ... Familiarity with Neurosymbolic AI, hybrid reasoning architectures, or distributed Bayesian ...
Staff Motion Planning Engineer
$168K - $225K/yr
Experience with probabilistic models, including but not limited to Gaussian mixture models, Hidden ... Experience with Bayesian modeling and inference techniques for decision making under uncertainty.
Quick apply
Staff Motion Planning Engineer
$168K - $225K/yr
Experience with probabilistic models, including but not limited to Gaussian mixture models, Hidden ... Experience with Bayesian modeling and inference techniques for decision making under uncertainty.
Strong modeling and experimentation skills (Python, SQL, Bayesian / probabilistic modeling). * Comfort operating with limited data - capable of building and validating proxy-based models. * Blend of ...
Strong modeling and experimentation skills (Python, SQL, Bayesian / probabilistic modeling). * Comfort operating with limited data - capable of building and validating proxy-based models. * Blend of ...
Senior Data Scientist
Madison, WI · On-site
... Bayesian modeling. Are you interested in applying machine learning or data mining on problems that ... Knowledge of ensemble learning techniques and probabilistic forecasts is a plus. * Programming ...
Senior Data Scientist
Madison, WI · On-site
... Bayesian modeling. Are you interested in applying machine learning or data mining on problems that ... Knowledge of ensemble learning techniques and probabilistic forecasts is a plus. * Programming ...
... Bayesian modeling. Are you interested in applying machine learning or data mining on problems that ... Knowledge of ensemble learning techniques and probabilistic forecasts is a plus. * Programming ...
... Bayesian modeling. Are you interested in applying machine learning or data mining on problems that ... Knowledge of ensemble learning techniques and probabilistic forecasts is a plus. * Programming ...
Probabilistic Programming Bayesian information
See salary details
$153.5K - $170.8K
5% of jobs
$170.8K - $188.1K
7% of jobs
$188.1K - $205.5K
6% of jobs
$205.5K - $222.8K
1% of jobs
$222.8K - $240.1K
1% of jobs
$240.1K - $257.4K
2% of jobs
$262.6K is the 25th percentile. Wages below this are outliers.
$257.4K - $274.7K
5% of jobs
$274.7K - $292K
18% of jobs
The median wage is $295.1K / yr.
$292K - $309.4K
18% of jobs
$319K is the 75th percentile. Wages above this are outliers.
$309.4K - $326.7K
18% of jobs
$326.7K - $344K
17% of jobs
$153.5K
$280.1K
$344K
How much do probabilistic programming bayesian jobs pay per year?
What are the typical challenges faced by professionals working in Probabilistic Programming with a Bayesian focus, and how can they be addressed?
What is probabilistic programming in the context of Bayesian statistics?
What is the difference between Probabilistic Programming Bayesian vs Data Scientist?
| Aspect | Probabilistic Programming Bayesian | Data Scientist |
|---|---|---|
| Required credentials | Background in statistics, probability, programming | Statistics, computer science, or related degree |
| Work environment | Research, modeling, algorithm development | Data analysis, visualization, business insights |
| Industry usage | AI, machine learning, research projects | Business, finance, tech, healthcare |
Probabilistic Programming Bayesian focuses on developing models using Bayesian methods and probabilistic programming languages, often in research or AI development. Data Scientists analyze data to extract insights, build predictive models, and support decision-making. While both roles require statistical knowledge, Bayesian programmers specialize in probabilistic modeling, whereas Data Scientists apply a broader set of data analysis techniques.
What are the key skills and qualifications needed to thrive as a Probabilistic Programming Bayesian specialist, and why are they important?

Full-time
Posted 27 days ago
Job description
General Atomics Aeronautical Systems, Inc. (GA-ASI) is a leader in Unmanned Aircraft Systems and advanced programs. They are seeking a Perception Algorithms Lead to develop and deploy advanced algorithms for sensing, detection, tracking, and classification across multi-modal sensor systems, focusing on real-time data processing and algorithm optimization.
Responsibilities:
• Lead development of perception algorithms for detection, tracking, and classification using RF, EO/IR, and other sensor modalities
• Design and implement multi-sensor fusion pipelines for robust state estimation and object tracking
• Develop and train models for feature extraction and classification directly from sensor data
• Apply probabilistic methods, statistical inference, and data-driven modeling techniques to noisy, real-world datasets
• Implement and optimize algorithms using modern computational frameworks and hardware acceleration
• Deploy algorithms in real-time and embedded environments with strict latency and compute constraints
• Define perception outputs (detections, tracks, classifications, confidence metrics) for downstream system consumers
• Validate performance using real-world data, simulation, and test events
• Mentor engineers and establish best practices across perception algorithm development
Qualifications:
Required:
• Typically requires a bachelors degree, masters degree or PhD in engineering or a related technical discipline from an accredited institution and progressive engineering experience as follows; fifteen or more years of experience with a bachelors degree, thirteen or more years of experience with a masters degree, or ten or more years with a PhD. May substitute equivalent engineering experience in lieu of education.
• Strong background in probabilistic methods (e.g., Bayesian inference, filtering, estimation theory)
• Proficiency in Python and/or C++ for algorithm development
• Experience using modern numerical and computational libraries (e.g., NumPy, SciPy)
• Experience implementing and training models using frameworks such as PyTorch, TensorFlow, or similar
• Experience working with real sensor data (noise, calibration, artifacts, edge cases)
• Ability to obtain and maintain a DoD security clearance is required
Preferred:
• Experience with multi-target tracking, data association, or sensor fusion architectures
• Experience with GPU acceleration (CUDA, cuDNN, or similar)
• Familiarity with large-scale data pipelines and dataset curation
• Experience with both model-based and learned approaches for perception problems
• Experience with RF, radar, EO/IR, or other sensing modalities
• Experience optimizing models for deployment (quantization, pruning, performance tuning)
Company:
General Atomics Aeronautical Systems is an engineer, researcher and developers of advanced remotely piloted aircraft and systems. Founded in 1993, the company is headquartered in Poway, USA, with a team of 5001-10000 employees. The company is currently Late Stage.
About General Atomics Aeronautical Systems
Sourced by ZipRecruiter
Industry
Aerospace product and parts manufacturing
Company size
1,001 - 5,000 Employees
Headquarters location
Poway, CA, US
Year founded
1993