Design and develop scalable ML models and workloads on cloud ML platforms such as Azure ML Studio, AWS, or GCP
Facilitate and participate in the preparation of ML models and their scoring processes
Develop and support the ML portion of the DT GoToMarket strategy to maximize the distribution of ML predictions and recommendations, including publish microservices/APIs
Incorporate workflows into ML Model Engineering processes, to automate, monitor, and produce alerts
Implement performance tuning and model optimization
Stay current on emerging ML platforms and technologies and recommend solutions that would enhance current systems or implementation
Collaborate with Product and Engineering team members to follow all documented architecture, design & deployment processes to ensure compliance with policies
Skills & background:
Bachelor's degree in Computer Science, Computer Engineering, Mathematics, Statistics, or equivalent field, with strong communication and cross-functional collaboration skills.
Bachelor's degree in a technical field such as computer science, computer engineering or related field required
5+ years of experience as AI/ML Engineer
Ability to work as part of a team and collaborate, as well as work independently or with minimal direction
Excellent written, presentation, and verbal communication skills
Experience in Machine Learning, Data Engineering, ML Infrastructure, or related fields, with strong foundations in probability, statistics, and machine learning.
Hands-on experience with Databricks, including Unity Catalog, and cloud ML platforms such as Azure ML Studio, AWS, or GCP.
Experience building and scaling end-to-end ML systems, ETL/ELT pipelines, and data workflows using Python, NumPy, Pandas, and SQL.
Experience building scalable APIs and microservices using FastAPI, with Snowflake or equivalent data warehouse technologies.
Experience deploying production workloads using Docker and Kubernetes, with a strong understanding of scalable, reliable software engineering practices.
Numbers & Facts
Location
Santa Clara, CA
Skills
Amazon Web Services (AWS)unmatched
Application Programming Interface (API)unmatched
Artificial Intelligence (AI)unmatched
Cisco Unityunmatched
Cloud Computingunmatched
Communication Skillsunmatched
Computer Engineeringunmatched
Computer Scienceunmatched
Cross-Functionalunmatched
Data Warehousingunmatched
Database Extract Transform and Load (ETL)unmatched
Dockerunmatched
GCP (Good Clinical Practices)unmatched
Machine Learningunmatched
Maintain Complianceunmatched
Mathematicsunmatched
Microservicesunmatched
Microsoft Windows Azureunmatched
Performance Modelingunmatched
Performance Tuning/Optimizationunmatched
Presentation/Verbal Skillsunmatched
Problem Solving Skillsunmatched
Process Modelingunmatched
Product Engineeringunmatched
Python Programming/Scripting Languageunmatched
SQL (Structured Query Language)unmatched
Scalable System Developmentunmatched
Snowflake Schemaunmatched
Software Engineeringunmatched
Statisticsunmatched
Team Playerunmatched
Writing Skillsunmatched
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