Senior Machine Learning Engineer
hace 4 días
We are seeking a highly skilled Ai Model Development Expert to join our team at Tekton Labs. As a Senior Machine Learning Engineer, you will be responsible for developing and optimizing AI models for various applications, including document analysis, NLP, and LLM-based tasks.
Responsibilities:- ML Model Development:
- Develop AI models for document analysis, NLP, and LLM-based applications.
- Train, test, and fine-tune models using TensorFlow, PyTorch, Hugging Face.
- Implement feature engineering and vector databases for efficient text retrieval.
- MLOps & Deployment:
- Automate the entire ML lifecycle (training, validation, deployment) using MLflow, GitHub Actions, Kubernetes.
- Deploy AI models as serverless APIs using Azure Functions & Kubernetes (AKS).
- Implement model versioning, monitoring (Azure Monitor), and drift detection.
- Data Processing & Storage:
- Optimize AI workloads with Spark, Databricks, and Delta Lake.
- Design scalable data ingestion pipelines using Azure Data Factory, Prefect, Apache Airflow.
- Ensure efficient querying & retrieval of large-scale datasets for AI applications.
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