SIE Machine Learning Engineer
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An SIE Machine Learning Engineer is a machine learning engineer that ..
- See: SIE.
References
2017
- https://boards.greenhouse.io/sonyinteractiveentertainmentplaystation/jobs/725653#.Wim3SUtryL8
- QUOTE: ... The Machine Learning Engineer within the cloud-engineering group will deliver optimizable interactions across PlayStation experiences and systems by designing, coding, training, documenting, cost-effectively deploying and evaluating very large-scale machine learning systems. We are looking for someone who can build delightful products and experiences for millions, in an agile environment, alongside an excellent cross-functional team across Engineering, Product and Design. Further, they will mentor others in machine learning technologies, tools and processes, as they help to advance our technical objectives and architectural initiatives.
- Qualifications:
- MS with a specialization in machine learning and hypothesis testing. PhD preferred
- 6+ years of work experience in building software solutions that ideally include: recommender systems, personalization, forecasting, conversational systems, outlier detection, and hypothesis testing
- Expert analytical and problem-solving skills; proficient in data-driven clustering, classification, ranking, and estimation techniques
- Experience with machine learning frameworks such as MLlib, TensorFlow, Caffe, Torch, or Theano.
- Experience programming in Python, Java, Scala, or similar modern language
- Experience with Agile/Scrum software development methodologies; experience with engineering best practices
- Preferred qualifications:
- Experience with open source tech stack such as Spark, Presto, Hive Metastore, Apache Zeppelin, and Apache Parquet
- Experience in developing for a distributed environment
- …