Syntricate Technologies · 1 year ago
Data Scientist (ML Infrastructure)
San Antonio, TX
Full-time
Onsite
Mid LevelSyntricate Technologies is seeking a Data Scientist to develop and manage Client infrastructure for data workflows. The role involves designing systems for data ingestion, storage, and deployment of machine learning models, as well as ensuring data quality and security.
Information TechnologyProject ManagementQuality Assurance
Responsibilities
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
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
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
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
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
Qualification
Required
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
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
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
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
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
Preferred
Programming: Python, R Programming, Power BI, MySQL Server, Tableau, MS Excel
Tools: NumPy, Pandas, Sklearn, Seaborn, Matplotlib, PyTorch, Statsmodels, NLTK
Techniques: Time Series Analysis, Linear Regression, Random Forest, Decision Tree, Descriptive Statistics, Exploratory Data Analysis (EDA), Data Preprocessing, Statistical Analysis, Machine Learning, Deep Learning
Soft Skills: Problem Solver, Self-learner, Communication, Adaptability, Creativity, Time Management, Presentation Skills, Conflict Resolution, Stress Management
Company
Syntricate Technologies
Syntricate Technologies offers quality assurance, validation, regulatory, business analysis, and project management services.
Founded in 2004
51-200 employees
H1B Sponsorship
Syntricate Technologies has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2024 (2)
Funding
Current Stage
Growth StageCompany data provided by crunchbase