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Integrated Specialty Coverages Logo

Senior Gen AI/ML Engineer

Integrated Specialty Coverages

$140,000 - $165,000
Jun 10, 2025
Remote, US
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The company is looking to solve complex business problems in the insurance space by applying AI and ML solutions.

Requirements

  • Proven experience in prompt engineering, LLM fine-tuning, and LLM evaluation
  • Experience working with RAG architecture, including embedding models, retrieval mechanisms, and integration with LLMs
  • Proven experience building and deploying machine learning models
  • Experience building & deploying models with AWS tools (Bedrock, Sagemaker, Comprehend, S3, etc.) is preferred
  • Proficiency in writing production-quality, scalable code using Python; experience with scikit-learn, PyTorch, TensorFlow, huggingface, Keras, etc.
  • Strong working knowledge of MLFlow, Docker, Git, and SQL
  • Experience in creating and integrating APIs for model deployment

Responsibilities

  • Utilize expertise in generative AI technologies to develop innovative solutions for underwriting, risk assessment, claims processing, and customer engagement.
  • Think big about the arc of development of generative AI over a multi-year horizon, and identify new opportunities to apply these technologies to solve real-world problems
  • Work closely with engineering and devops teams to ensure seamless integration, deployment, and scalability of machine learning models within the existing infrastructure.
  • Build, deploy, maintain, and optimize machine learning models
  • Adhere to best practices for model validation, testing, and monitoring to ensure performance and reliability
  • Provide guidance and mentorship to junior data scientists, fostering a culture of learning and professional growth within the data science team.
  • Effectively communicate complex analytical findings to both technical and non-technical audiences through reports, presentations, and visualizations.

Other

  • Bachelor’s Degree or higher in machine learning, computer science, mathematics, statistics, or similar quantitative field
  • 5+ years of relevant model development and deployment experience, preferably within the insurance industry
  • Exceptional problem-solving skills with the ability to think strategically
  • Demonstrated experience innovating and extracting insights from multiple data types including unstructured data.
  • Strong communication skills
  • Ability to quickly and efficiently adapt to new concepts and changing project scopes
  • Ability to thrive in a remote team environment.
  • Must be legally authorized to work in the United States.