Lehi, United States | Posted on 08/15/2024
We strive to create a more equitable, resilient, and transparent world through property intelligence.
Job Description We are seeking a skilled and experienced Machine Learning Developer with a strong focus on data science to join our team. This role involves designing, developing, and deploying machine learning models for various applications, with an emphasis on processing and analyzing large datasets. The successful candidate will work closely with cross-functional teams to build robust data pipelines, refine models for production, and enhance our existing ML infrastructure. Develop ML Models: Design and deploy machine learning models for production environments using Python and ML frameworks. Data Pipeline Construction: Build and manage ETL pipelines, integrating models seamlessly into various applications Model Optimization: Optimize infrastructure for scalability, cost efficiency, and iterative improvement of models Cross-Functional Collaboration: Work with data scientists, engineers, and third-party vendors on projects ML Infrastructure Management: Maintain and improve our existing ML infrastructure, implementing CI/CD processes for machine learning.
Requirements Education: Bachelor's or Master's degree in Computer Science, Engineering, Statistics, or a similar quantitative field. ML & Data Science Expertise: Strong understanding of machine learning concepts, model lifecycle management, and data science libraries and frameworks Python Proficiency: Proficiency in Python, with experience in data science and ML libraries such as TensorFlow, scikit-learn, or PyTorch AWS Skills: Familiarity with AWS services like SageMaker, Lambda, EC2, and S3 is a plus Data Pipeline Experience: Experience in creating and managing ETL pipelines, data warehousing, and streaming data services Problem-Solving Skills: Resourceful, creative problem solver with a preference for minimal guidance in dynamic environments Communication Skills: Excellent communication and collaboration skills to work effectively with cross-functional teams. We offer a strong compensation plan that includes a competitive base salary, bonus, and equity. In addition, Arturo provides a variety of benefits to employees, including health, medical, dental and vision insurance coverage (82% employer contribution), life and disability insurance, 401k with match, paid holidays, paid sick leave and flexible time off.
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