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Senior Software Engineer - Machine Learning

Posted 2024-11-07

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💎 Seniority level: Senior, 3+ years

📍 Location: Europe

🔍 Industry: Software development

🏢 Company: Janea Systems

🗣️ Languages: English

⏳ Experience: 3+ years

🪄 Skills: AWSLeadershipSoftware DevelopmentGCPKerasKubeflowKubernetesMachine LearningPyTorchAirflowAlgorithmsAzureData scienceTensorflowCI/CDProblem Solving

Requirements:
  • Bachelor's or Master’s degree in Computer Science or related field.
  • 3+ years of experience as a Platform Engineer, ML Engineer, or Data Engineer.
  • Flexibility in programming languages as per project needs.
  • Strong knowledge of machine learning algorithms and frameworks (e.g., PyTorch, TensorFlow).
  • Experience with cloud environments (AWS, MS Azure, or GCP) and Kubernetes.
  • Familiarity with workflow orchestration frameworks (e.g., KubeFlow, Airflow).
  • Experience with open source ML tools.
  • Understanding of software testing and continuous integration.
  • Excellent leadership, communication, and problem-solving skills.
  • Self-motivated and adaptable in dynamic environments.
Responsibilities:
  • Drive the AI/ML practice and develop strategies with clients.
  • Design scalable data pipelines and infrastructure for ML systems.
  • Implement offline models into production.
  • Collaborate with teams to deploy machine learning models.
  • Deploy tools for training and inference.
  • Evaluate new technologies to enhance ML system performance.
  • Apply best practices including CI/CD in ML development.
  • Facilitate development of ML proof-of-concepts.
  • Optimize and monitor data science models.
  • Ensure reliability and performance of ML systems.
  • Automate ML deployment processes.
  • Collaborate to troubleshoot ML deployment issues.
  • Stay updated with industry trends.
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