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Senior Machine Learning Engineer, Top Of Funnel

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💎 Seniority level: Senior, 2+ years, 4+ years

📍 Location: UK, Ireland, Netherlands

🔍 Industry: Software Development

🏢 Company: Reddit👥 1001-5000💰 $410,000,000 Series F over 3 years ago🫂 Last layoff almost 2 years agoNewsContentSocial NetworkSocial Media

⏳ Experience: 2+ years, 4+ years

🪄 Skills: PythonSQLData AnalysisMachine LearningPyTorchAlgorithmsData engineeringData StructuresTensorflowRESTful APIsData visualizationData modeling

Requirements:
  • 2+ years of experience with industry-level deep learning models
  • 2+ years of experience with mainstream ML frameworks (such as Tensorflow and Pytorch)
  • 4+ years of end-to-end experience of training, evaluating, testing, and deploying industry-level models
  • 4+ years of experience of orchestrating complicated data generation pipelines on large-scale dataset
  • Successful track record of productionizing and applying machine learning techniques in addressing real-world problems end to end.
  • Comfort analyzing high-volume natural language and multimodal data from varying sources, proficient with SQL
  • Experience working with data-intensive systems and writing production-quality software (preferred Python or golang)
Responsibilities:
  • Collaborate on projects with other Top of Funnel engineers where you’ll apply Machine Learning to solve discovery, relevance and recommendation problems.
  • Build and deploy sophisticated machine learning models to improve experiences for millions of users.
  • Participate in the full software development cycle: design, develop, QA, deploy, experiment, analyze and iterate.
  • Collaborate across disciplines and with other ML teams at Reddit to find technical solutions to complex challenges.
  • Be a mentor and cross-functional advocate for the team
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