xiVentures Fund Inc. ยท 1 day ago
Senior Streaming Data Architect
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Responsibilities
Define the future state of our data architecture encompassing data storage, organization, integration, and access. Develop an ETL strategy for efficient data ingestion and processing workflows while ensuring alignment with SOC2 compliance.
Establish best practices for data governance and maintain compliance with regulatory standards.
Redesign data schemas and architect cloud-based platforms (AWS, Azure, GCP) ready for machine learning workflows, while designing systems for large-scale data ingestion and processing.
Implement solutions (Hadoop, etc.) for distributed processing and lead the integration of new datasets to enhance our product capabilities.
Actively engage in all stages of the MLOps lifecycle, from data collection and preparation through model deployment and monitoring.
Qualification
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Required
Proficient in data warehousing platforms (Redshift, BigQuery, Snowflake).
Hands-on experience with ETL/ELT tools (Spark, Kafka) and real-time data streaming.
Skilled in database design across structured and unstructured environments (SQL, NoSQL, Hadoop).
Understanding of ML frameworks and data feeds, with experience in data versioning and model deployment (MLflow, TensorFlow).
Proficient in programming and scripting languages like Python, Java, and SQL.
Expertise in designing scalable systems for data ingestion and processing.
Strong analytical and problem-solving abilities to tackle transition challenges.
Exceptional communication and documentation skills for establishing and maintaining standards.
Company
xiVentures Fund Inc.
xiVENTURES is a highly engaged boutique venture investment fund focused on select quality technology opportunities..
Funding
Current Stage
Early StageCompany data provided by crunchbase