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Probabilistic Modeling Jobs in Miami, FL (NOW HIRING)

Uloop Inc.

Applied AI Engineer

Miami, FL · On-site

$90 - $120/hr

NET architecture and the probabilistic world of LLMs. The Challenge Title and Escrow is a ... Experience with models, AI frameworks, workflows, AI agent building, and orchestration. Understand ...

New

Worth AI

Data Platform Engineer

Miami, FL · Remote

$117K - $140K/yr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Proven experience with Entity Resolution or Record Linkage (e.g., using tools like Senzing, Quantexa, or custom probabilistic matching models) * Schema Design: Ability to design flexible ontologies ...

Worth AI, Inc.

Data Platform Engineer

Miami, FL · On-site

$100 - $130/hr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Proven experience with Entity Resolution or Record Linkage (e.g., using tools like Senzing, Quantexa, or custom probabilistic matching models) * Schema Design: Ability to design flexible ontologies ...

Varsity Tutors

Genetics Tutor

Coral Gables, FL · Remote

$18 - $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 ...

Worth AI

Data Platform Engineer

Miami, FL · On-site +1

$109K - $131K/yr

  • Medical

  • Dental

  • Vision

  • Life

  • Retirement

  • PTO

Proven experience with Entity Resolution or Record Linkage (e.g., using tools like Senzing, Quantexa, or custom probabilistic matching models) * Schema Design: Ability to design flexible ontologies ...

Varsity Tutors

Genetics Tutor

Miami Beach, FL · Remote

$18 - $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 ...

Varsity Tutors

Genetics Tutor

Hialeah, FL · Remote

$18 - $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 ...

Varsity Tutors

Genetics Tutor

Miami, FL · Remote

$18 - $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 ...

Varsity Tutors

Genetics Tutor

Fort Lauderdale, FL · Remote

$18 - $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 ...

Varsity Tutors

Genetics Tutor

Doral, FL · Remote

$18 - $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 ...

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Probabilistic Modeling information

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 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 the difference between Probabilistic Modeling vs Data Scientist?

AspectProbabilistic ModelingData Scientist
Required CredentialsDegree in statistics, mathematics, or related fields; knowledge of probability theoryDegree in computer science, statistics, or related fields; programming skills
Work EnvironmentResearch-focused, often in analytics or data science teamsCross-functional teams, including business, engineering, and analytics
Industry UsageUsed in analytics, finance, healthcare, and research for modeling uncertaintyApplied 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 Miami, FL?

For Probabilistic Modeling jobs in Miami, FL, the most frequently searched job titles are:

What job categories do people searching Probabilistic Modeling jobs in Miami, FL look for?

The top searched job categories for Probabilistic Modeling jobs in Miami, FL are:

What cities near Miami, FL are hiring for Probabilistic Modeling jobs?

Cities near Miami, FL with the most Probabilistic Modeling job openings:

Probabilistic Modeling jobs near you

Applied AI Engineer

Uloop Inc.

Miami, FL • On-site

$90 - $120/hr

Other

Posted 2 days ago

New

Job description

The Role

We are looking for a pragmatic Applied AI Engineer to join our engineering team. The role is not about training models and does not involve academic Machine Learning research. It is about building the rails that make AI usable in a high‑stakes financial environment. You will bridge the gap between our robust C#/.NET architecture and the probabilistic world of LLMs.

The Challenge

Title and Escrow is a document‑heavy industry with zero room for error. Your mission is to use AI to clean up the messiness of real‑world real estate data.

  • Structured Data Extraction: Converting messy, unstructured data (like emails, PDFs, documents) from various sources into strictly validated JSON schemas with as close to 100% accuracy as possible.
  • Escrow Automation: Designing workflows that reduce human intervention by 50% by intelligently routing tasks based on AI analysis.
  • Fraud Detection: Implementing deterministic logic checks on bank and financial documents to detect fraud patterns before they happen.
What You’ll Do
  • Engineer the Integration: Write production‑grade code that interacts with external AI APIs.
  • Prompt Engineering as Code: Version, test, and optimize prompts. Define strict schemas to ensure the AI speaks the language of our internal tools.
  • Orchestrate & Validate: Build logic that parses AI responses, validates them against our database (MongoDB), and flags inconsistencies before they reach the user.
  • Full‑Stack Implementation: Visualize AI‑aided services and data for user review and approval.
  • Collaborate: Work closely with senior engineers and product owners to translate complex Title & Escrow schemas into technical constraints that an AI can understand.
What You’ll Bring
  • Developer DNA: Software engineer first with strong experience in Python (C#/.NET is an advantage) and deep programming knowledge.
  • Applied AI Experience: Integrated LLMs into applications via API. Experience with models, AI frameworks, workflows, AI agent building, and orchestration. Understand context windows, token limits, temperature, and guardrails.
  • Data Handling: Experience with complex data structures.
  • The Glue Mindset: Write code that connects services (AWS, AI APIs, Database) to enable seamless features.
  • Collaborative Autonomy: Own the AI domain while embedded in a senior engineering team that provides architecture, code reviews, and best practices.
Nice to Have
  • Experience with AWS infrastructure.
  • Familiarity with the US Real Estate, Title, or Escrow process.
What We Offer

Working in a transparent environment that focuses on solving problems and getting things done. The opportunity to work with very smart and driven people. The ability to grow your talents and career in a high‑growth sector. A remuneration package that is based on the candidate's motivation, skills, and experience.

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About ULoop

Sourced by ZipRecruiter

Industry

Internet and it

Company size

1 - 10 Employees

Headquarters location

Nashville, TN, US

Year founded

2007

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