Data Scientist
Sony Music
New York, NYThis was removed by the employer on 8/5/2019 10:50:00 AM PST
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Full Time Job
Responsibilities
• Conduct advanced research using sophisticated tools (e.g. Tensorflow, PyTorch) and techniques (e.g. Neural Networks, CNN, RNN) as needed.
• Collaborate with engineering teams to build data-based products and help integrate into products and operational processes.
• Apply machine learning and optimization algorithms to maximize the efficiency of our business and minimize risks.
• Implement and execute machine learning with reliability and reproducibility.
• Reframe objectives as machine learning tasks that can deliver actionable insights, accurate predictions, and effective optimization.
• Explain how models and systems work to both non-technical and technical stakeholders.
• Process, cleanse, and verify the integrity of data used for analysis.
• Enhance data collection procedures to include information that is relevant for creating better ML models.
• Create automated anomaly detection systems and constant tracking of its performance.
Qualifications
Basic Qualifications:
• 2 years of experience as a Data Scientist in technology sector.
• Demonstrated delivery of machine learning techniques in real-time applications.
• Expertise in modern statistics/data science/machine learning.
• Expertise in Python and SQL.
• Experience with research in Deep Learning, Natural language Processing, Neural Networks, and/or Bayesian modeling.
• Experience with Spark, Kubernetes, H2O.
• Experience with AWS and/or GCP.
• Experience with delivery in an Agile Delivery Environment.
• Ability to gauge the complexity of machine learning problems and a willingness to execute simple approaches for quick effective solutions as appropriate.
• Demonstrated ability to present data science results and recommendations to business and technical clients.
Required Education
• B.S. in Data Science, Mathematics, Statistics, Engineering with 8 years of experience or
• M.S. with 6 years of experience or
• PhD with 2 years of experience