Senior AI/ML Engineer, AI Platform
hace 2 semanas
At HP Industrial Print, we're driving the digital transformation of the print industry with a focus on accessibility, agility, security, and sustainability.
We're looking for a dedicated and talented Machine Learning Engineer who is excited about building and maintaining robust machine learning infrastructures and deploying models at scale.
Your expertise in automating ML workflows, managing model lifecycles, and ensuring the seamless deployment of AI solutions will be crucial in driving our projects forward.
Key Responsibilities:
- Develop and implement automated pipelines for ML model deployment and retraining.
- Collaborate with data scientists, software engineers, and product managers to integrate and deploy ML models into production.
- Collaborate with the DataOps and DevOps teams in designing, building, and maintaining scalable and reliable machine learning infrastructure.
- Manage model versioning, experiment tracking, and model monitoring to ensure reproducibility and performance.
- Monitor the performance of ML models in production, identify model drift, and automate model retraining processes.
- Develop and manage internal libraries to accelerate ML model development and standardize best practices.
- Collaborate with the Data Architects and the DevOps team to develop and manage our feature store to streamline feature engineering, sharing, and reuse across models.
- Implement data pipelines to ensure the availability and quality of data for training and inference.
- Stay updated with the latest developments in MLOps tools, cloud platforms, and model serving technologies, incorporating them into our workflows.
Troubleshoot and debug issues related to model deployment, scaling, and infrastructure in collaboration with cross-functional teams.
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