Research Data Scientist
Apex Systems
Location: Pleasanton, California (Remote) Role Overview The Senior Data Scientist will operate as part of an internal consultancy supporting Principal Investigators across diverse research domains. This role blends applied machine learning, data engineering, containerization, and large-scale compute orchestration. The work is project-based, research-driven, and highly collaborative, requiring a high level of technical breadth and autonomy to help researchers translate scientific questions into operational workflows. Key Responsibilities
- Partner with Principal Investigators to understand scientific goals, data availability, and technical constraints.
- Translate research questions into actionable machine learning and artificial intelligence workflows.
- Build prototypes, proofs of concept, and experimental pipelines to test solutions.
- Summarize and visualize results for research teams.
- Containerize workloads using Docker and deploy them at scale using Kubernetes.
- Use workflow orchestration tools such as Kubeflow, MLflow, or Airflow.
- Work with large, complex datasets across distributed systems and address big data performance challenges.
- Develop, evaluate, and refine models across diverse datasets and domains, including computer vision, natural language processing, and deep learning.
- Experience supporting academic or clinical research environments.
- Experience with long-running distributed compute jobs.
- Familiarity with Large Language Models or on-premise LLM environments.
- Experience with scientific computing environments.
Vacancy posted 1 day ago
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