Senior Data Scientist at Astera Labs

Astera Labs is seeking a skilled and motivated Senior Data Scientist to play a pivotal role in identifying key data points for collection, developing data accumulation strategies, and deriving actionable insights. The Data Scientist will collaborate with cross-functional teams to identify critical data sources, develop automated and scalable data collection pipelines, and ensure data quality and consistency.

Role Involves:

• Identifying key data points for collection.
• Developing strategies to accumulate data.
• Deriving actionable insights.
• Creating, testing, and deploying scripts and methods for data collection and analysis.
• Developing automated and scalable data collection pipelines.
• Ensuring data quality, integrity, and consistency across all sources.
• Using AI techniques to refine the results toward failures predictions.

Requirements:

• Bachelor’s degree in computer science, Data Science, Engineering, Mathematics, or a related field.
• Proficiency in programming languages such as Python, R, or MATLAB.
• Strong understanding of data manipulation and analysis tools (e.g., Pandas, NumPy, SQL).
• Understanding of high speed interfaces such as Ethernet, PCI-E, WiFi.
• Experience with data visualization tools such as Tableau, Matplotlib, Graphana.
• Strong analytical and critical-thinking skills to identify patterns and outliers.
• Customer-obsession.
• Goal-driven and self-motivated.
• Entrepreneurial, open-minded behavior and can-do attitude.
• Experience with data manipulation and analysis tools (e.g., Pandas, NumPy, SQL).
• Machine learning and AI techniques and frameworks (e.g., TensorFlow, Scikit-learn).
• Proven ability to manage multiple tasks and meet deadlines.