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Machine Learning Engineer
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Data & Engineering · TBAuctions | Amsterdam · Hybrid Machine Learning Engineer
Apply for this job
We usually respond within a week
At TBAuctions, we are committed to building intelligent auctioning platform for our brands. We are seeking a Machine Learning Engineer to join our team with a primary focus on building machine learning models, AI agents, and deploying them into production environments. The ideal candidate will have a strong background in data science, machine learning, AI engineering, and software engineering to effectively translate models into scalable solutions. What you will do
Machine Learning Model Development: -
Develop and implement machine learning models to address business challenges. -
Conduct data analysis, feature engineering, and model selection to optimize performance.
Model Productionization: -
Deploy machine learning models into production systems for real-time applications. -
Serve models via API deployment as scalable microservices, containerized and orchestrated with Kubernetes and Azure Kubernetes Service (AKS). -
Collaborate with software engineers to integrate models into existing infrastructure.
AI Agent Deployment: -
Build, serve, deploy, evaluate and monitor production-grade AI agents.
(LangGraph, RAG, MLFlow and FastAPI).
Performance Monitoring, Evaluation and Optimization: -
Monitor model performance in production, investigate drift, and iterate to improve evaluation metrics. -
Conduct A/B testing and validation to assess model impact and reliability.
Cross-functional Collaboration: -
Work closely with cross-functional teams to understand business requirements and translate them into technical solutions. -
Communicate complex technical concepts to non-technical stakeholders effectively.
Documentation and Reporting: -
Create reproducible, versioned documentation of modeling development, experiments, and results. -
Pro...
Strictly necessary
Data & Engineering · TBAuctions | Amsterdam · Hybrid Machine Learning Engineer
Apply for this job
We usually respond within a week
At TBAuctions, we are committed to building intelligent auctioning platform for our brands. We are seeking a Machine Learning Engineer to join our team with a primary focus on building machine learning models, AI agents, and deploying them into production environments. The ideal candidate will have a strong background in data science, machine learning, AI engineering, and software engineering to effectively translate models into scalable solutions. What you will do
Machine Learning Model Development: -
Develop and implement machine learning models to address business challenges. -
Conduct data analysis, feature engineering, and model selection to optimize performance.
Model Productionization: -
Deploy machine learning models into production systems for real-time applications. -
Serve models via API deployment as scalable microservices, containerized and orchestrated with Kubernetes and Azure Kubernetes Service (AKS). -
Collaborate with software engineers to integrate models into existing infrastructure.
AI Agent Deployment: -
Build, serve, deploy, evaluate and monitor production-grade AI agents.
(LangGraph, RAG, MLFlow and FastAPI).
Performance Monitoring, Evaluation and Optimization: -
Monitor model performance in production, investigate drift, and iterate to improve evaluation metrics. -
Conduct A/B testing and validation to assess model impact and reliability.
Cross-functional Collaboration: -
Work closely with cross-functional teams to understand business requirements and translate them into technical solutions. -
Communicate complex technical concepts to non-technical stakeholders effectively.
Documentation and Reporting: -
Create reproducible, versioned documentation of modeling development, experiments, and results. -
Pro...