Astera Labs is a global leader in purpose-built connectivity solutions that unlock the full potential of AI and cloud infrastructure. Our Intelligent Connectivity Platform integrates PCIe®, CXL®, and Ethernet semiconductor-based solutions and the COSMOS software suite of system management and optimization tools to deliver a software-defined architecture that is both scalable and customizable. Inspired by trusted relationships with hyperscalers and the data center ecosystem, we are an innovation leader delivering products that are flexible and interoperable. Discover how we are transforming modern data-driven applications at www.asteralabs.com.
Job Description
Astera labs is seeking a skilled and motivated Data Scientist.This individual will play a pivotal role in identifying key data points for collection, developing strategies to accumulate data and deriving actionable insights an anomaly based on a solid foundation of relevant know-how. Also, will also be responsible for creating, testing, and deploying scripts and methods for data collection and analysis to support decision-making.The Engineer will collaborate with cross-functional teams to identify critical data sources to determine the most effective data collection strategies, will develop automated and scalable data collection pipelines, will Ensure data quality, integrity, and consistency across all sources and may use AI techniques to refine the results toward failures predictions.
Basic Qualifications
- Bachelor’s degree in computer science, Data Science, Engineering, Mathematics, or a related field.
- Advanced degrees in data science or Machine learning / AI - Advance.
- 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, Think and act with the customer in mind!
- Goal-driven, Self-motivated, be able to work independently and with teams with people around the globe.
- Entrepreneurial, open-minded behavior and can-do attitude.
Required Experience
- 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.
Preferred Experience
- Embedded Firmware development with C-language, scripting with Python or other equivalent programming languages.
- Master’s degree in a relevant field.
- Experience with cloud platforms (e.g., AWS, Azure, GCP) for data storage and processing.
- Familiarity with big data technologies (e.g., Hadoop, Spark).
- Knowledge of engineering design tools and processes.
We know that creativity and innovation happen more often when teams include diverse ideas, backgrounds, and experiences, and we actively encourage everyone with relevant experience to apply, including people of color, LGBTQ+ and non-binary people, veterans, parents, and individuals with disabilities.
Top Skills
What We Do
Astera Labs Inc., a fabless semiconductor company headquartered in the heart of California’s Silicon Valley, is a leader in purpose-built connectivity solutions for data-centric systems throughout the data center.
Partnering with leading processor vendors, cloud service providers, seasoned investors, and world-class manufacturing companies, Astera Labs is helping customers remove performance bottlenecks in data-intensive systems that are limiting the true potential of applications such as artificial intelligence and machine learning.
The company’s product portfolio includes system-aware semiconductor integrated circuits, boards, and services to enable robust CXL, PCIe, and Ethernet connectivity.
