ML Model Management
Apply NowCompany: Synaptein Solutions inc
Location: Thousand Oaks, CA 91360
Description:
Company Description
IT Solutions provider for services like Data Warehousing, Business Process Management, Quality Assurance and more. Get in touch with us today and take your business to new heights today.
Job Description
Position: ML Model Management
Location: Thousand Oaks, CA (Remote Position Till Covid)
Duration: 11 + Months
Data Discovery (Model + Data) - Data Market Place and ML Model Registry integration
Design Data Access workflow
Standardize tool stack - Development, Deployment, Metadata and tracking. Some experience in mlflow, Sagemaker etc.
Define Development Best practices - Data science and Data Engineering
Orchestration - Featurization, Data processing, Training, Prediction(batch). Relevant experience in Kedro, Kubeflow, Airflow etc.
API Integration - Prediction (API) deployment and performance tracking
o Using System Observability capability for Post production model monitoring
POC to form roadmap for advance features like Auto tuning, Auto ML, Bias tracking, Impact Assessment, Feature Store etc.
Qualifications
Additional Information
All your information will be kept confidential according to EEO guidelines.
IT Solutions provider for services like Data Warehousing, Business Process Management, Quality Assurance and more. Get in touch with us today and take your business to new heights today.
Job Description
Position: ML Model Management
Location: Thousand Oaks, CA (Remote Position Till Covid)
Duration: 11 + Months
Data Discovery (Model + Data) - Data Market Place and ML Model Registry integration
Design Data Access workflow
Standardize tool stack - Development, Deployment, Metadata and tracking. Some experience in mlflow, Sagemaker etc.
Define Development Best practices - Data science and Data Engineering
Orchestration - Featurization, Data processing, Training, Prediction(batch). Relevant experience in Kedro, Kubeflow, Airflow etc.
API Integration - Prediction (API) deployment and performance tracking
o Using System Observability capability for Post production model monitoring
POC to form roadmap for advance features like Auto tuning, Auto ML, Bias tracking, Impact Assessment, Feature Store etc.
Qualifications
Additional Information
All your information will be kept confidential according to EEO guidelines.