The AI Model Validation Lead will ensure the accuracy, robustness, and ethical compliance of AI models, working closely with data scientists and engineers to validate models and recommend ...
The AI Model Validation Lead will ensure the accuracy, robustness, and ethical compliance of AI models, working closely with data scientists and engineers to validate models and recommend ...
AI Model Validation Lead, GenAI
$210K - $280K/yr
AI Model Validation Lead Be part of something groundbreaking At AIG, we are making long-term investments in a brand-new, innovative Generative AI team, designed to explore new possibilities for how ...
AI Model Validation Lead, GenAI
$210K - $280K/yr
AI Model Validation Lead Be part of something groundbreaking At AIG, we are making long-term investments in a brand-new, innovative Generative AI team, designed to explore new possibilities for how ...
AI Model Validation Lead, GenAI
Atlanta, GA · On-site
$210K - $280K/yr
AI Model Validation Lead Be part of something groundbreaking At AIG, we are making long-term investments in a brand-new,innovative Generative AI team, designed to explore new possibilities for how ...
AI Model Validation Lead, GenAI
Atlanta, GA · On-site
$210K - $280K/yr
AI Model Validation Lead Be part of something groundbreaking At AIG, we are making long-term investments in a brand-new,innovative Generative AI team, designed to explore new possibilities for how ...
AI Model Risk Validation Specialist
Atlanta, GA · Hybrid
$100K - $135K/yr
Model Validation (Core Responsibility) * Perform independent validation of AI/ML models, including: * Model design, methodology, and assumptions * Training and test data quality and ...
AI Model Risk Validation Specialist
Atlanta, GA · Hybrid
$100K - $135K/yr
Model Validation (Core Responsibility) * Perform independent validation of AI/ML models, including: * Model design, methodology, and assumptions * Training and test data quality and ...
Conversational AI Engineer
Alpharetta, GA · On-site
The ideal candidate has experience with Dialogflow CX, Vertex AI, BigQuery, and Looker Studio, as well as a deep understanding of LLMs (Large Language Models), prompt engineering, and fine-tuning AI ...
Conversational AI Engineer
Alpharetta, GA · On-site
The ideal candidate has experience with Dialogflow CX, Vertex AI, BigQuery, and Looker Studio, as well as a deep understanding of LLMs (Large Language Models), prompt engineering, and fine-tuning AI ...
Contract Experience: 7 9 Years We are looking for an experienced Generative AI Engineer to design, develop, and deploy AI-powered applications using Large Language Models (LLMs) and modern AI ...
Contract Experience: 7 9 Years We are looking for an experienced Generative AI Engineer to design, develop, and deploy AI-powered applications using Large Language Models (LLMs) and modern AI ...
REQ :: Lead AI Engineer or Architect
Atlanta, GA · On-site
$70 - $80/hr
The role also includes leading a team responsible for day-to-day AI model and application onboarding, pipeline automation, DevSecOps integration, BI tooling, and AI governance--including maintenance ...
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REQ :: Lead AI Engineer or Architect
Atlanta, GA · On-site
$70 - $80/hr
The role also includes leading a team responsible for day-to-day AI model and application onboarding, pipeline automation, DevSecOps integration, BI tooling, and AI governance--including maintenance ...
AI Trainer - Microbiology Expert
South Fulton, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Trainer - Microbiology Expert
South Fulton, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Trainer - Microbiology Expert
Atlanta, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Trainer - Microbiology Expert
Atlanta, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Trainer - Microbiology Expert
Columbus, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Trainer - Microbiology Expert
Columbus, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Trainer - Microbiology Expert
Macon, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Trainer - Microbiology Expert
Macon, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Trainer - Microbiology Expert
Sandy Springs, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Trainer - Microbiology Expert
Sandy Springs, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Trainer - Microbiology Expert
Athens, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Trainer - Microbiology Expert
Athens, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Trainer - Microbiology Expert
Savannah, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Trainer - Microbiology Expert
Savannah, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Trainer - Microbiology Expert
Augusta, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Trainer - Microbiology Expert
Augusta, GA · Remote
$70 - $90/hr
Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required -- your domain knowledge is what matters. Key Responsibilities:
AI Model Development: Design and implement machine learning models and algorithms to address utility-specific challenges such as grid optimization, asset reliability, predictive maintenance, and ...
Quick apply
AI Model Development: Design and implement machine learning models and algorithms to address utility-specific challenges such as grid optimization, asset reliability, predictive maintenance, and ...
AI Observability Engineer
Atlanta, GA · On-site
Responsibilities : • Model Performance Monitoring: Tracking ML,LLM, Agentic AI key performance indicators (KPIs) like context relevance, accuracy, precision, recall, and F1 scores to ensure model ...
AI Observability Engineer
Atlanta, GA · On-site
Responsibilities : • Model Performance Monitoring: Tracking ML,LLM, Agentic AI key performance indicators (KPIs) like context relevance, accuracy, precision, recall, and F1 scores to ensure model ...
Lead AI Engineer or Architect[Hybrid]
Atlanta, GA · On-site
$53.25 - $72.75/hr
Pipelines Automation (Data Pipelines, AI / Model Training Pipelines, Deploying Application, Models Automation through, CICD, IaC (Vertex AI, Azure, IBM watsonX) * Provide templates for application ...
Quick apply
Lead AI Engineer or Architect[Hybrid]
Atlanta, GA · On-site
$53.25 - $72.75/hr
Pipelines Automation (Data Pipelines, AI / Model Training Pipelines, Deploying Application, Models Automation through, CICD, IaC (Vertex AI, Azure, IBM watsonX) * Provide templates for application ...
Generative AI Model Implementation: * Develop, fine-tune, and deploy Generative AI models (e.g., GPT, Stable Diffusion, DALL-E, etc.) for automation tasks. * Integrate pre-trained models or build ...
Generative AI Model Implementation: * Develop, fine-tune, and deploy Generative AI models (e.g., GPT, Stable Diffusion, DALL-E, etc.) for automation tasks. * Integrate pre-trained models or build ...
Generative AI Model Implementation: * Develop, fine-tune, and deploy Generative AI models (e.g., GPT, Stable Diffusion, DALL-E, etc.) for automation tasks. * Integrate pre-trained models or build ...
Generative AI Model Implementation: * Develop, fine-tune, and deploy Generative AI models (e.g., GPT, Stable Diffusion, DALL-E, etc.) for automation tasks. * Integrate pre-trained models or build ...
Ai Model information
What is the difference between Ai Model vs Data Scientist?
| Aspect | Ai Model | Data Scientist |
|---|---|---|
| Required Credentials | Knowledge of machine learning, programming skills, sometimes certifications in AI/ML | Degree in data science, statistics, computer science; certifications beneficial |
| Work Environment | Focus on developing, training, and deploying AI models | Data analysis, interpretation, and visualization; often collaborates with AI teams |
| Industry Usage | Used in AI development, automation, and predictive modeling | Applied across industries for insights, reporting, and decision-making |
While both roles involve working with data and algorithms, an Ai Model primarily focuses on creating and refining AI systems, whereas a Data Scientist analyzes data to generate insights and supports AI development. The roles often overlap but serve distinct functions within the data and AI ecosystem.
What are some common challenges faced by professionals working as AI model developers, and how can they address them?
Professionals working as AI Model developers often encounter challenges such as managing large and complex datasets, ensuring model accuracy, and addressing issues of bias in algorithms. They may also need to balance the trade-off between model performance and interpretability, especially when deploying models in production environments. To overcome these challenges, AI Model developers typically collaborate closely with data engineers, domain experts, and other stakeholders, regularly validate their models, and stay updated with the latest advancements in the field to adopt best practices.
What is an AI model?
AI models are computer programs designed to simulate human intelligence by learning patterns from data and making predictions or decisions based on that learning. These models can perform a variety of tasks, such as recognizing speech, translating languages, analyzing images, and generating text. AI models are created using machine learning algorithms and are trained on large datasets to improve their accuracy and performance. Popular examples include neural networks, decision trees, and support vector machines. The effectiveness of an AI model depends on the quality of the data, the chosen algorithm, and the training process.
What are the key skills and qualifications needed to thrive as an AI model, and why are they important?
To excel as an AI Model Developer, you need strong programming skills (especially in Python), a solid understanding of machine learning algorithms, and typically a degree in computer science, data science, or a related field. Familiarity with ML frameworks like TensorFlow or PyTorch, cloud platforms, and relevant certifications such as TensorFlow Developer or AWS Machine Learning Specialty are valuable. Critical thinking, continuous learning, and effective collaboration with interdisciplinary teams are key soft skills for success. These competencies enable the creation of accurate, reliable AI models that can effectively solve complex real-world problems.
How to get into AI modeling?
To become an AI modeler, develop strong skills in programming languages like Python, learn machine learning frameworks such as TensorFlow or PyTorch, and gain experience with data preprocessing and model training. A background in computer science, mathematics, or related fields, along with relevant certifications or courses, can also improve your prospects.
What are popular job titles related to Ai Model jobs in Georgia? For Ai Model jobs in Georgia, the most frequently searched job titles are:
What job categories do people searching Ai Model jobs in Georgia look for? The top searched job categories for Ai Model jobs in Georgia are:
What cities in Georgia are hiring for Ai Model jobs? Cities in Georgia with the most Ai Model job openings:
AIG rating
8.4
Based on 22 frontline employees who took The Breakroom Quiz
117th of 303 rated insurance
Job description
Job Summary:
AIG is making long-term investments in a new Generative AI team to explore innovative applications of artificial intelligence in insurance and beyond. The AI Model Validation Lead will ensure the accuracy, robustness, and ethical compliance of AI models, working closely with data scientists and engineers to validate models and recommend improvements.
Responsibilities:
• Design and execute comprehensive model validation strategies, including quantitative and qualitative assessments.
• Review model development documentation, code, and datasets for correctness, completeness, and compliance with regulatory standards.
• Conduct independent testing of AI models, evaluating performance metrics, sensitivity analyses, and stress testing outcomes.
• Actively challenge assumptions, data quality, and methodology used to build and implement models
• Identify and communicate model risks, limitations, and potential biases to stakeholders, ensuring transparency and accountability.
• Collaborate with cross-functional teams to refine modeling approaches and support continuous improvement.
• Prepare clear validation reports and audit trails for review and internal governance.
Qualifications:
Required:
• Master’s or PhD in Computer Science, Statistics, Mathematics, Engineering, or a related field.
• 10+ years of experience in AI/machine learning model validation, model risk management, or related roles.
• Expertise in supervised and unsupervised learning techniques, deep learning, natural language processing, and statistical modeling.
• Proficiency in programming languages such as Python, R, or Java, and familiarity with ML frameworks.
• Strong knowledge of data governance, ethical AI principles, and regulatory requirements impacting AI models (e.g., GDPR, Fair Lending, Basel II/III).
• Experience with model validation tools, version control, and documentation best practices.
• Excellent analytical, problem-solving, and written communication skills.
• Ability to manage multiple projects and deadlines, working both independently and as part of a team.
Preferred:
• Prior experience in insurance and/or financial services, healthcare, or regulated industries.
• Certification in model risk management or AI ethics (e.g., SAS Certified AI & Machine Learning Professional).
• Demonstrated ability to lead complex validation projects and mentor junior team members.
Company:
American International Group provides property insurance, life insurance, and financial services. Founded in 1919, the company is headquartered in New York, USA, with a team of 10001+ employees. The company is currently Late Stage.
AIG is making long-term investments in a new Generative AI team to explore innovative applications of artificial intelligence in insurance and beyond. The AI Model Validation Lead will ensure the accuracy, robustness, and ethical compliance of AI models, working closely with data scientists and engineers to validate models and recommend improvements.
Responsibilities:
• Design and execute comprehensive model validation strategies, including quantitative and qualitative assessments.
• Review model development documentation, code, and datasets for correctness, completeness, and compliance with regulatory standards.
• Conduct independent testing of AI models, evaluating performance metrics, sensitivity analyses, and stress testing outcomes.
• Actively challenge assumptions, data quality, and methodology used to build and implement models
• Identify and communicate model risks, limitations, and potential biases to stakeholders, ensuring transparency and accountability.
• Collaborate with cross-functional teams to refine modeling approaches and support continuous improvement.
• Prepare clear validation reports and audit trails for review and internal governance.
Qualifications:
Required:
• Master’s or PhD in Computer Science, Statistics, Mathematics, Engineering, or a related field.
• 10+ years of experience in AI/machine learning model validation, model risk management, or related roles.
• Expertise in supervised and unsupervised learning techniques, deep learning, natural language processing, and statistical modeling.
• Proficiency in programming languages such as Python, R, or Java, and familiarity with ML frameworks.
• Strong knowledge of data governance, ethical AI principles, and regulatory requirements impacting AI models (e.g., GDPR, Fair Lending, Basel II/III).
• Experience with model validation tools, version control, and documentation best practices.
• Excellent analytical, problem-solving, and written communication skills.
• Ability to manage multiple projects and deadlines, working both independently and as part of a team.
Preferred:
• Prior experience in insurance and/or financial services, healthcare, or regulated industries.
• Certification in model risk management or AI ethics (e.g., SAS Certified AI & Machine Learning Professional).
• Demonstrated ability to lead complex validation projects and mentor junior team members.
Company:
American International Group provides property insurance, life insurance, and financial services. Founded in 1919, the company is headquartered in New York, USA, with a team of 10001+ employees. The company is currently Late Stage.
About AIG
Sourced by ZipRecruiter
American International Group, Inc. (AIG) is a leading global insurance organization. Building on 100 years of experience, today AIG member companies provide a wide range of property casualty insurance, life insurance, retirement solutions, and other financial services to customers in more than 80 countries and jurisdictions. These diverse offerings include products and services that help businesses and individuals protect their assets, manage risks and provide for retirement security.
Industry
Insurance services
Company size
10,000+ Employees
Headquarters location
New York, NY, US
Year founded
1919