99 applicants

Company

Guidewire Software · 4 days ago

Senior Machine Learning Engineer

United States

Full-time

Remote

Senior Level

$141K/yr - $252K/yr

5+ years exp

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Enterprise SoftwareInsurTech

Growth Opportunities

H1B Sponsor Likely

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Responsibilities

Be part of a cross-functional team implementing Generative AI (GenAI) solutions for some of the most critical business needs in the insurance industry.

You will be a primary stakeholder and key developer for the complete end-to-end GenAI workflow at Guidewire.

Design, test and build GenAI infrastructure for guidewire Large Language Models (LLMs).

Creating data solutions, prompt engineering for models, fine tuning and deploying GenAI solutions.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Machine LearningData SciencePythonAWS Cloud TechnologiesML OpsAWS SagemakerStatistical Learning AlgorithmsNeural NetworksOpen Source LLM ModelsPrompt EngineeringVectorized DatabasesData EngineeringLLM Architecture PatternsLLM Performance EvaluationSQLSparkAWS GlueDockerKubernetesAPI ServicesTeamCityTerraformInsurance Industry Experience

Required

5 years of professional experience working in Machine Learning and Data Science.

Bachelor’s or Master’s Degree in Computer Science, or equivalent level of demonstrable professional competency.

Knowledge of ML Ops good practices for model development, deployment and monitoring.

Expert in Python programming language.

A strong understanding of AWS cloud technologies such as S3, EC2, RDS, etc.

Experience developing model pipelines using AWS Sagemaker.

Experience using statistical learning algorithms such as GLM, XGBoost, and Random Forest to solve real world business problems.

Deep understanding of neural network and transformer algorithms for large language and chat models.

Familiarity with the setup and use of various open source LLM foundation models.

Prompt engineering and fine tuning concepts for LLM performance.

Creating and using vectorized databases for data storage and retrieval.

Familiarity with various LLM architecture patterns such as RAG and FLARE.

Understanding of LLM performance evaluation and monitoring using NLP and LLM-assisted metrics.

Preferred

Data engineering experience with SQL, Spark or AWS Glue.

Experience using Docker or Kubernetes to deploy containerized applications.

Creating API services for backend application functionality.

Experience using TeamCity and Terraform for infrastructure setup and CI/CD.

Insurance industry or related experience such as banking and finance

Company

Guidewire Software

Glassdoor

4.3

Guidewire Software provides core back-end systems software to the global property, casual and worker's compensation insurance industry.

Founded in 2001

San Mateo, California, USA

1001-5000 employees

http://www.guidewire.com

H1B Sponsorship

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2020 (139)