Jimmy Technologies

Senior ML Engineer

Jimmy Technologies

full-time

Posted on:

Location Type: Remote

Location: Remote • 🇨🇿 Czech

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Salary

💰 €35 - €43 per hour

Job Level

Senior

Tech Stack

AWSAzureCloudGoogle Cloud PlatformPythonPyTorchScikit-LearnTensorflow

About the role

  • Develop and train transformer-based models for text and image processing, ensuring high performance and scalability.
  • Design and manage the full model lifecycle, from data preparation and model architecture to training, validation, deployment, and continuous monitoring.
  • Collaborate with cross-functional teams, including data scientists, software engineers, and domain experts, to build and implement AI-driven solutions that align with business objectives.
  • Stay up to date with the latest advancements in AI and machine learning, incorporating cutting-edge techniques and technologies to enhance model effectiveness.

Requirements

  • Strong expertise in large-scale Neural Networks, Deep Learning, Fine Tuning, and Reinforcement Learning techniques, with a focus on real-world applications.
  • Hands-on experience with GenAI projects and related frameworks, including RAG applications, vector databases, LangChain, LlamaIndex, and agentic frameworks.
  • Advanced proficiency in Python and machine learning libraries, such as SciPy, Scikit-learn, TensorFlow, PyTorch, pyMC, and pgmpy.
  • Practical experience with cloud computing platforms, preferably Azure, but also AWS or GCP.
  • Deep understanding of the full ML lifecycle, with hands-on experience in MLOps and DataOps practices.
  • Strong background in Probabilistic Graphical Models, including Bayesian Networks, Markov Random Fields, and Factor Graphs.
  • Excellent problem-solving skills and keen attention to detail.

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
Neural NetworksDeep LearningFine TuningReinforcement LearningGenAIMLOpsDataOpsProbabilistic Graphical ModelsBayesian NetworksMarkov Random Fields
Soft skills
problem-solvingattention to detail