
Senior Machine Learning Architect
5 days ago
Job Title
We are seeking a highly skilled AI/ML Engineer to take on a challenging role. This position involves designing, developing and deploying machine learning models using various tools and frameworks.
Key Responsibilities:
- Preparing, cleaning and processing large datasets to build data pipelines.
- Developing and implementing machine learning models for various applications, including classification, regression, clustering and recommendations.
- Engineering features and optimizing model performance through hyperparameter tuning and validation.
- Automating model building, training and deployment by building CI/CD/CT pipelines.
- Staying updated on new tools and techniques in machine learning and AI.
Requirements:
- Bachelor's or Master's in Computer Science, Engineering, Mathematics, Statistics or related field.
- 3-5 years of hands-on experience in AI/ML engineering and Python, with a focus on building production-ready models.
- Solid understanding of machine learning algorithms, deep learning architectures, natural language processing (NLP) and information retrieval techniques.
- Proven ability to deploy and manage AI/ML solutions on at least one major cloud platform.
- Experience with MLOps principles and tools for model deployment, monitoring and lifecycle management.
- Experience with MLOps Frameworks like Kubeflow, MLFlow, DataRobot, Airflow etc., experience with Containerization Docker and Kubernetes, OpenShift.
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