Senior Data Architect

2 days ago

San Francisco, California, United States Storm3 Full time
{"title": "Data Architect/Engineer Lead - ML", "company": "Storm3", "location": "Remote within US", "job_type": "Full-time", "industry": "HealthTech", "job_description": "

Principal QM Research Scientist / Engineer

AI Drug Discovery Unicorn (Series B)

Competitive base + hefty equity

This start-up is a leader in deep learning & generative AI, merging cutting-edge models with biology research to accelerate disease treatment & drug discovery.

We are seeking an experienced, self-driven Data Architect/Engineer Lead - ML to join our fast-growing AI/ML team. This Lead will design and develop data model/lakehouse and work alongside ML architects & scientists to scale data curation and pipelines for ML on a modern tech stack that enables the productization of unique phenotypic, target-agnostic drug discovery platforms.

Key Responsibilities:

  • Design, implement and support data lakehouse infrastructure using modern cloud-service stack (AWS preferred): Python, S3, Batch, Lambda, EKS, IAM, Rest (Redshift, Glue, Athena, ECR, Parquet is a plus)
  • Develop ETLs and real-time data pipelines to source & curate data from internal and public data sources (experience with biopharma data: image, omics, molecular is a plus)
  • Ownership of end-to-end data model (for structured and unstructured data) for ML training & inference and statistical analysis

Requirements:

  • Bachelor's degree (Master's preferred, or equivalent years of industry experience) in computer science, engineering, analytics, mathematics, statistics or equivalent
  • Deep expertise working with large data sets, data visualization, building complex data processes, performance tuning, bringing data from disparate data stores and programmatically identifying patterns to optimize ML utilization
  • 5+ years of software development experience working on large scale cloud-based services & data environment:
  • o Python for data modeling, warehousing and ETL
  • o Relational SQL and NoSQL databases (experience with large non-relational DBs/stores: object, graph, columnar DBs/stores are a plus)
  • o Automated build processes with CI/CD in cloud, cluster & workload management
  • o Adherence to production environments (agile, regression testing, version control)
  • o Familiarity with big and real-time data governance and ML workflow orchestration (experience with Spark, Databricks, MLflow is a plus)

Bonus Qualifications:

  • Experience developing software components in a start-up environment
  • Experience in biotech and drug discovery
  • A self-reliant problem-solver who also excels in teamwork, characterized by strong data-driven, first principled decision-making and superb communication skills

About Storm3:

Storm3 is a HealthTech recruitment firm with clients across major Tech hubs in Europe, APAC and North America. To discuss open opportunities or career options, please visit our website at https://www.storm3.com/ and follow the Storm3 LinkedIn page for the latest jobs and intel

"}

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