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 ...
Gen AI Engineer
Atlanta, GA · On-site
Strong background in machine learning, deep learning, and probabilistic modeling. * Proficiency in modern data science tools and frameworks, such as PyTorch, Tensorflow, JAX, Scikit-learn, and Keras.
Quick apply
Gen AI Engineer
Atlanta, GA · On-site
Strong background in machine learning, deep learning, and probabilistic modeling. * Proficiency in modern data science tools and frameworks, such as PyTorch, Tensorflow, JAX, Scikit-learn, and Keras.
$144K - $180K/yr
Proficiency in optimization techniques and probabilistic models for making informed planning decisions under uncertainty * Master's degree or PhD in Robotics, AI, Mathematics, or a related field with ...
$144K - $180K/yr
Proficiency in optimization techniques and probabilistic models for making informed planning decisions under uncertainty * Master's degree or PhD in Robotics, AI, Mathematics, or a related field with ...
Comfort with probabilistic models, optimization, and ML operations * Prior work building development platforms or internal-facing shared services Ways of Working * Empowered, outcome-oriented product ...
Quick apply
Comfort with probabilistic models, optimization, and ML operations * Prior work building development platforms or internal-facing shared services Ways of Working * Empowered, outcome-oriented product ...
Comfort with probabilistic models, optimization, and ML operations * Prior work building development platforms or internal-facing shared services Ways of Working * Empowered, outcome-oriented product ...
Comfort with probabilistic models, optimization, and ML operations * Prior work building development platforms or internal-facing shared services Ways of Working * Empowered, outcome-oriented product ...
... probabilistic identity resolution models Experience with enterprise data lake and CDP integrations Knowledge of customer analytics, personalization, and Martech platforms Experience supporting ...
... probabilistic identity resolution models Experience with enterprise data lake and CDP integrations Knowledge of customer analytics, personalization, and Martech platforms Experience supporting ...
Staff Machine Learning Engineer
Atlanta, GA · On-site +1
$220K - $280K/yr
Experience implementing reinforcement learning or complex probabilistic models for dynamic pricing, risk management, or fraud detection. * Background in Daily Fantasy Sports (DFS), oddsmaking, or ...
Staff Machine Learning Engineer
Atlanta, GA · On-site +1
$220K - $280K/yr
Experience implementing reinforcement learning or complex probabilistic models for dynamic pricing, risk management, or fraud detection. * Background in Daily Fantasy Sports (DFS), oddsmaking, or ...
Staff Machine Learning Engineer
Atlanta, GA · On-site
$220K - $280K/yr
Experience implementing reinforcement learning or complex probabilistic models for dynamic pricing, risk management, or fraud detection. * Background in Daily Fantasy Sports (DFS), oddsmaking, or ...
Staff Machine Learning Engineer
Atlanta, GA · On-site
$220K - $280K/yr
Experience implementing reinforcement learning or complex probabilistic models for dynamic pricing, risk management, or fraud detection. * Background in Daily Fantasy Sports (DFS), oddsmaking, or ...
$128K - $260K/yr
Modern probabilistic data structures such as bloom filters and cuckoo filters. * Highly concurrent ... Experience with lightweight formal methods such as property testing and model checking.
$128K - $260K/yr
Modern probabilistic data structures such as bloom filters and cuckoo filters. * Highly concurrent ... Experience with lightweight formal methods such as property testing and model checking.
Artificial Intelligence (AI) Tutor
Marietta, GA · 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
Marietta, GA · 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
Augusta, GA · 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
Augusta, GA · 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
Atlanta, GA · 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
Atlanta, GA · 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
Johns Creek, GA · 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
Johns Creek, GA · 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
Lawrenceville, GA · 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
Lawrenceville, GA · 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
Roswell, GA · 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
Roswell, GA · 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
Athens, GA · 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
Athens, GA · 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
Alpharetta, GA · 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
Alpharetta, GA · 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
Woodstock, GA · 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
Woodstock, GA · 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
Duluth, GA · 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
Duluth, GA · 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
Carrollton, GA · 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
Carrollton, GA · Remote
$40/hr
... probabilistic reasoning, and ethical AI considerations. Ability to explain supervised and ... Guides students through implementing classification and regression models, designing neural ...
Probabilistic Modeling information
What are the key skills and qualifications needed to thrive as a Probabilistic Modeler, and why are they important?
To thrive as a Probabilistic Modeler, you need a strong background in mathematics, statistics, and probability theory, often supported by a degree in applied mathematics, statistics, or a related field. Proficiency with programming languages like Python or R, and experience with statistical modeling tools and software such as TensorFlow or PyMC, are typically required. Strong analytical thinking, problem-solving abilities, and effective communication skills help translate complex models into actionable insights. These skills are vital for designing accurate models, interpreting uncertainty, and supporting data-driven decisions across various industries.
What are some common challenges faced by professionals in probabilistic modeling roles, and how can they be managed?
Professionals in probabilistic modeling often encounter challenges such as working with incomplete or noisy data, choosing the right model complexity, and ensuring model interpretability for stakeholders. Managing these challenges involves strong statistical knowledge, regular collaboration with domain experts, and effective communication to translate complex results for non-technical team members. Staying up-to-date with the latest tools and methodologies, and participating in peer reviews, can also help maintain model accuracy and reliability.
What is probabilistic modeling?
Probabilistic modeling is a mathematical framework used to represent uncertain events or data by using probability distributions. Instead of giving a single outcome, it accounts for variability and randomness, allowing predictions and inferences even when information is incomplete or ambiguous. Probabilistic models are widely used in fields like statistics, machine learning, finance, and engineering to analyze data, make forecasts, and support decision-making under uncertainty.
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 are popular job titles related to Probabilistic Modeling jobs in Georgia? For Probabilistic Modeling jobs in Georgia, the most frequently searched job titles are:
What job categories do people searching Probabilistic Modeling jobs in Georgia look for? The top searched job categories for Probabilistic Modeling jobs in Georgia are:
What cities in Georgia are hiring for Probabilistic Modeling jobs? Cities in Georgia with the most Probabilistic Modeling job openings:
Other
Medical, Dental, Vision, PTO
Posted just now
Job description
About the Role
Amplio is building the intelligence layer that powers how manufacturers recover value from surplus equipment. You'll lead the development of our appraisal and pricing capabilities - combining data science with agentic AI to automate and improve valuation decisions at scale.
Key Responsibilities
- Design and iterate models that estimate fair market value, recovery potential, and optimal disposition strategy.
- Leverage agentic AI to automate cataloging and appraisal workflows.
- Support Sales to underwrite buyout offers and predict consignment recovery and capacity utilization.
- Build feedback loops for continuous price optimization and model refinement.
- Collaborate with Product and Ops to turn insights into high-impact pricing and sourcing actions.
Requirements
What You Bring
- 4-8+ years in data science, analytics, or preferably pricing within marketplaces, logistics, or asset-heavy environments.
- 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 technical depth and business intuition; fluent in assumptions, risk, and real-world tradeoffs.
- Curiosity for manufacturing, recommerce, and the circular economy.
Benefits
- Early-hire equity
- Best Medical / Dental / Vision plans
- Parental benefits
- Flexible PTO
- Various stipends
- Clear work-life boundaries