Data Scientist Expert
3 weeks ago
Location: San Antonio, TX
Type: Contract
Competencies:
- Digital: Data Science
- Digital: Python for Data Science
- Client Infrastructure Development:
- Design and develop the Client infrastructure, including data ingestion, storage, and management systems.
- Implement and maintain version control systems for Client models and datasets.
- Develop and deploy automated Client workflows using tools such as TensorFlow, PyTorch, or Scikit-learn.
- Model Deployment:
- Collaborate with data scientists to develop and deploy Client models into production environments.
- Ensure the smooth operation of deployed models by monitoring performance and identifying potential issues.
- Implement model serving infrastructure using tools such as TensorFlow Serving or Hugging Face Transformers.
- Data Management:
- Develop and maintain data ingestion, storage, and management systems for Client workflows.
- Ensure the quality and integrity of data used in Client models by implementing data validation and cleaning processes.
- Implement data security measures to protect sensitive data.
- Monitoring and Optimization:
- Develop and maintain monitoring and logging systems for Client workflows.
- Identify potential issues with deployed Client models and work with data scientists to resolve them.
- Implement optimization techniques to improve the performance of Client models in production.
- Collaboration and Communication:
- Work closely with cross-functional teams, including data scientists, software engineers, and DevOps engineers.
- Develop and maintain documentation for Client infrastructure and workflows.
- Present findings and recommendations to stakeholders through clear and effective communication.
Estimated Salary: $115,000 - $140,000 per year
About Syntricate Technologies: We are a leading technology company that provides innovative solutions to complex problems. Our team of experts is passionate about delivering high-quality products and services that meet our clients' needs.
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