Senior Software Engineer, Applied Machine Learning at SmartNews (San Francisco, CA) - ALL Jobs News

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Tuesday, 1 September 2020

Senior Software Engineer, Applied Machine Learning at SmartNews (San Francisco, CA)

Every day, SmartNews analyzes millions of URLs to deliver the top articles that matter in near-real time to millions of users around the world. Our News Ranking team, along with our AI Foundation team, works on a range of recommendation and optimization problems, e.g. news feed ranking, push recommendation, search ranking/discovery, collaborative filtering, personalized recommendation, diversification to deliver the world's quality information to the people who need it.


Responsibilities


This is a hybrid of system engineering and machine learning role:



  • Propose machine learning initiatives to fuel our business growth, build end to end machine learning framework/solution to improve our KPI/metrics

  • Write server-side production code for applications that are robust and efficient

  • Develop machine learning algorithms, combining with rule-based optimization to deliver improvement in product metrics

  • Build recommendation and ranking algorithms for news articles

  • Develop toolings to make ML engineers to be more productive

  • Lead medium/large sized projects to improve news ranking


Minimum Qualifications



  • 3+ years of experience in designing and implementing machine learning algorithms, and applying them to real world problems

  • Solid Machine Learning background and deep understanding of certain domain of machine learning techniques, especially in natural language processing, recommendation systems, computer visions

  • Strong software development skills with proven record of shipping changes to production that improved product metrics with machine learning technologies

  • Able to have deep end-to-end understanding of sophisticated ranking systems and can proactively detect problems and make improvement suggestions

  • Good written and spoken communication skills, can work across functional teams

  • Expert coding abilities in multiple programming languages (e.g. Java, C++, Python, Scala)

  • MS or BS in computer science, mathematics, physics or other quantitative fields


Preferred Qualifications



  • Experience with cloud based architecture (e.g. Amazon Web Services)

  • Strong interest in news media and our mission



from developer jobs - Stack Overflow https://stackoverflow.com/jobs/429917/senior-software-engineer-applied-machine-learning-smartnews?a=2kbd6ocfylX2&so_medium=Talent&so_source=TalentApi
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