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Über
Apple is a company that thrives on innovation and creativity, quickly turning new ideas into extraordinary products and services. They are seeking a highly motivated Senior Data Scientist to lead analysis into annotation project trends and optimize project structures and workflows to enhance efficiency and quality in data operations. The role involves collaborating with various teams to drive data-informed decisions and improve performance on a global scale.
Responsibilities : • Analyze trends across projects to identify patterns in annotator performance, task complexity, and data characteristics that inform more effective project scoping design and guideline development. • Evaluate which tasks and data types benefit most from automation and work with customers to optimize against. • Translate behavioral insights and empirical trends into optimized project structures, ensuring our annotation workflows are designed for both efficiency and quality before projects launch. • Partner with cross-functional teams to design, run, and analyze A/B experiments, establishing best practices for project structure. • Contribute to capacity forecasting and optimization by converting quantitative decision-making into forecast drivers and scenarios. • Identify key factors that lead to improving productivity and quality. • Contribute to development of a holistic view of analyst behaviors across the various platforms, and identify synergies that drive a more positive analyst experience and efficiency gains.
Qualifications : Required : • Bachelors degree in Computer Science, Statistics, Mathematics, Engineering, Economics or related field. • 4+ years of experience in data science with proven skills in developing meaningful and concise analytic objectives from general business goals • Tested capabilities and comfort in scalable schema designs, relational database and big data technologies, ETL, code management, and query performance optimization • Mastery in SQL-based languages, and proficiency in at least one large-scale data languages • Strong hands-on experience interpretable with machine learning models and sophisticated analytic solutions using scripting tools such as Python or R
Preferred : • Masters degree or PhD in Computer Science, Statistics, Mathematics, Engineering, Economics or related field. • Experience with the deployment of Large Language Models / Generative AI in service of efficiency in operations • Excellent communication and presentation skills with meticulous attention to detail and the ability to collaborate effectively between business and analytic teams at multiple levels of the organization • Passion for AIML and Operations, with a consistent track record of operational results.
Company :
Apple is a technology company that designs, manufactures, and markets consumer electronics, personal computers, and software. Founded in 1976, the company is headquartered in Cupertino, USA, with a team of 10001+ employees. The company is currently Late Stage.
Sprachkenntnisse
- English
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