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Senior Machine Learning Engineer II

Posted 3 months agoViewed

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💎 Seniority level: Senior, 8+ years

📍 Location: India

🔍 Industry: SaaS

🏢 Company: Apollo.io👥 501-1000💰 $100,000,000 Series D almost 2 years agoSoftware Development

🗣️ Languages: English

⏳ Experience: 8+ years

🪄 Skills: PythonSQLApache AirflowCloud ComputingData AnalysisKerasMachine LearningMLFlowNumpyPyTorchAlgorithmsREST APITensorflowSoftware Engineering

Requirements:
  • 8+ years of experience building Machine Learning or AI systems
  • Experience deploying and managing machine learning models in the cloud
  • Experience working with fine tuning LLMs and prompt engineering
  • Proven software engineering skills in production environment, primarily using Python
  • Experience with Machine Learning software tools and libraries (e.g., Scikit-learn, TensorFlow, Keras, PyTorch, etc.)
Responsibilities:
  • Design, build, evaluate, deploy and iterate on scalable Machine Learning systems
  • Understand the Machine Learning stack at Apollo and continuously improve it
  • Build systems that help Apollo personalize their users’ experience
  • Evaluate the performance of machine learning systems against business objectives
  • Develop and maintain scalable data pipelines that power our algorithms
  • Implement automated monitoring, alerting, self-healing (restartable/graceful failures) features while productionizing data & ML workflows
  • Write unit/integration tests and contribute to engineering wiki
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