AI Engineer
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Role details
Tech stack
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Job description
Allstate is seeking a Senior AI Engineer to join our Data Science & Artificial Intelligence (AI) team in the Insurance industry. You will design, build, and deploy scalable AI/ML solutions that improve underwriting, claims, fraud detection, and customer experiences. Responsibilities include developing production-grade models, collaborating with data scientists and engineers, integrating models into cloud-based systems, and ensuring reliability, fairness, and compliance. You will mentor junior teammates, drive MLOps best practices, and partner with business stakeholders to translate complex data into measurable business impact., * Design, build, and deploy scalable AI/ML solutions for underwriting, claims, and fraud detection
- Collaborate with data scientists and engineers to productionize and optimize models
- Implement MLOps pipelines, CI/CD, monitoring, and model governance
- Integrate AI services and APIs into cloud-native applications and data platforms
- Ensure AI systems meet security, reliability, fairness, and regulatory requirements
- Work with stakeholders to translate business needs into technical AI solutions
- Optimize model performance, latency, and cost in cloud environments
- Mentor junior engineers and contribute to engineering best practices and standards
- Document architectures, models, and processes for maintainability and reuse
- Evaluate and introduce new AI tools, frameworks, and practices to drive innovation
Requirements
- Python
- Machine learning algorithms
- Deep learning frameworks (Tensor
- Flow/Py
- Torch)
- MLOps and ML pipelines (CI/CD)
- Cloud platforms (AWS/Azure/GCP)
- Data engineering (SQL, data pipelines)
- Model monitoring and observability
- API development and microservices
- Version control (Git)
- Software engineering best practices
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