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(Senior) Data Scientist / Machine Learning Expert (m/w/d)

Amazon

Data Scientist II, PV APAC and ANZ Analytics Team Amazon Science gives you insight into the company's approach to customer‐obsessed scientific innovation. Amazon fundamentally believes that scientific innovation is essential to being the most customer‐centric company in the world. It's the company's ability to have an impact at scale that allows us to attract some of the brightest minds in artificial intelligence and related fields. Our scientists continue to publish, teach, and engage with the academic community, in addition to utilizing our working backwards method to enrich the way we live and work.

About Amazon Prime Video

"The Amazon Prime Video team is shaping the future of digital video entertainment. We are seeking a Data Scientist to uncover key insights on how consumers watch videos on Amazon. The ideal candidate will be an expert in the areas of data science, machine learning and statistics, having hands‐on experience with multiple improvement initiatives as well as balancing technical and business judgment to make the right decisions about technology, models and methodologies.

As consumers increasingly consume digital video, we need to make agile decisions based on what content appeals to our customers. As a Data Scientist at Amazon Prime Video APAC and ANZ analytics team, you will have the opportunity to work on one of the world's largest consumer data sets, influence the long term evolution of our analytics capability and support the expansion of Amazon's digital video business. The Data Scientist will work closely with other research scientists, machine‐learning experts, and economists to design and run experiments, research new algorithms, and find new ways to improve optimization across all our associate‐facing tools.

They will have excellent project and communication skills, and motivation to achieve results in a fast‐paced environment. Candidates should demonstrate a passion for working on behalf of customers, have a record of accomplishment of timely delivery of large‐scale projects, and have the ability to influence multiple global teams. This person will be responsible for ensuring we meet our key deliverables, on time with high quality, and communicating status to internal and external stakeholders.

Support the Content team on business reporting, ad hoc analysis, statistical inference and predictive modelling for all Prime Video APAC and ANZ.

  • Mine and analyze data pertaining to customers viewing experiences to identify critical business insight and make recommendations to optimize content selection.
  • Proactively develop new ML models using streaming, video, audio and textual data to understand and predict customer streaming behaviour.
  • Develop and present these as papers to senior stakeholders.
  • Liaise with your peers in other prime video territories to develop solutions that greatly benefit our global customers.
  • 2+ years of data scientist experience
  • 3+ years of data querying languages (e.g. SQL), scripting languages (e.g. Python) or statistical/mathematical software (e.g. R, SAS, Matlab, etc.) 3+ years of machine learning/statistical modeling data analysis tools and techniques, and parameters that affect their performance experience
  • 1+ years of creating or contributing to mathematical textbooks, research papers, or educational content experience
  • Knowledge of machine learning concepts and their application to reasoning and problem‐solving
  • Experience in Python, Perl, or another scripting language
  • Experience in a ML or data scientist role with a large technology company
  • Experience working on multi‐team, cross‐disciplinary projects
  • Experience applying quantitative analysis to solve business problems and making data‐driven business decisions
  • Experience effectively communicating complex concepts through written and verbal communication
Offerta di lavoro pubblicata 3 giorni fa
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