Middle ML/AI Engineer

1 tydzień temu

zdalnie, Polska DigitalMara Pełny etat 70 000 USD - 120 000 USD rocznie

DigitalMara is hiring. We are a worldwide software service provider and currently looking for a Middle ML/AI Engineer to join our team.

  • Bachelor's or Master's degree in Computer Science, or Data Science, or AI.
  • At least 3 years of experience working as a Machine Learning Engineer or Data Scientist.
  • Strong foundation in machine learning principles and a solid understanding of neural network fundamentals.
  • Practical experience handling and analyzing time-series datasets.
  • Proficiency in Python and ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.
  • Hands-on experience with MLOps practices, including CI/CD workflows, containerization (Docker), orchestration tools (Airflow/Kubeflow), and deployment using Kubernetes, SageMaker, or custom infrastructure.
  • Familiarity with tools for experiment tracking and model version control.
  • Strong English communication skills.

Responsibilities:

  • Build and refine machine learning models, with a particular emphasis on Non-Intrusive Load Monitoring (NILM).
  • Create and improve ML models for demand forecasting.
  • Process and analyze large-scale time-series datasets derived from household energy usage.
  • Design, develop, and maintain complete end-to-end machine learning pipelines.
  • Dataset and model version control
  • Model testing, validation, and ongoing monitoring
  • CI/CD workflows for ML model delivery
  • Scalable deployment strategies and safe rollback mechanisms
  • Establish tools and best practices for reproducibility, experiment tracking, and model lifecycle management (e.g., MLflow, DVC, Weights & Biases).

Job Type: Part-time

Work Location: Remote

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