Data Architect

About Spot

Spot by NetApp is a dynamic, fast-growing tech company with Israeli headquarters located in Tel-Aviv.

Spot is building innovative technology that is revolutionizing the cloud-computing industry and a team of highly motivated and creative employees, our vision is to optimize the way DevOps and R&D teams consume cloud computing.

Job Summary

• Architecting the machine learning infrastructure to effortlessly accommodate billions of real-time decisions.
• Establishing data pipelines that encompass feature extraction, ensuring data integrity, and vigilantly overseeing model performance and its evolution over time.
• Collaborating closely with researchers to establish connections between existing data and the effective utilization of state-of-the-art models.
• Translating business requirements into databases, data warehouses, and data streams.
• Championing the integration of MLOps practices across the organization, alongside collaboration with MLOps companies.
• Enhancing the machine learning experience within the Spot platform.
• Developing code for statistical analysis, data manipulation, and playing a role in analyzing data.
  
  

• A minimum of 2 years' involvement in scalable data architecture, resilient ETL processes, and vigilance over data integrity in cloud environments.
• Experience with large-scale database systems (e.g., Aurora, Elasticsearch).
• Proficiency in engines for extensive data processing (e.g., Spark, Scala, Kafka).
• Proven familiarity with working within public cloud environments (e.g., AWS / GCP / Azure)
• Understanding of machine learning principles, techniques, and best practices (ML algorithm selection, and cross-validation)
• Proven experience with software development (Python/Java)
  
  

• BSc/BA in computer science or related degree – major advantage
• Java/Golang experience