Associate AI - Data Scientist / ML Engineer (Azure)
Tasks
- Build supervised unsupervised and reinforcement learning models
- Deploy models to Azure Kubernetes Service
- Deploy models with Azure Container Instances
- Deploy models with Azure Functions
- Design and maintain data and ML pipelines
- Develop and implement AI assisted marketing solutions
- Ensure data quality, security, and governance
- Implement CI/CD and MLOps pipelines
- Ingest transform and manage large scale structured and unstructured datasets
- Mentor junior engineers and data scientists
- Monitor model performance and data drift
- Optimize inference performance cost and resources
- Perform feature engineering and data preprocessing
- Retrain models to maintain accuracy
- Train and deploy models on Azure Machine Learning
- Tune model hyperparameters
Perks/Benefits
- Company-Paid Holidays
- Dental insurance
- Disability insurance
- Employee assistance program
- Life insurance
- Medical insurance
- Paid time off
- Retirement savings plan
- Sick leave
- Vision insurance
Skills/Tech-stack
Azure Container | Azure Container Instances | Azure Data | Azure Data Factory | Azure Data Lake | Azure Data Lake Storage | Azure Databricks | Azure DevOps | Azure Functions | Azure Kubernetes | Azure Kubernetes Service | Azure Machine Learning | Azure Synapse | Azure Synapse Analytics | CI/CD | Clustering | Computer Vision | Container Instances | Data Drift | Data Factory | Data Lake Storage | Data Preprocessing | Decision Trees | Deep Neural Networks | Feature Engineering | GitHub Actions | Gradient boosting | Hyperparameter Tuning | Inference Optimization | Kubernetes Service | Language Processing | Linear Regression | Logistic Regression | MLOps | Machine Learning | Model Monitoring | Model retraining | Natural Language | Natural Language Processing | Naïve Bayes | Neural Networks | Predictive Analytics | Random Forest | Recommendation Systems | Reinforcement Learning | Supervised Learning | Support Vector Machines | Synapse Analytics | Unsupervised Learning | Vector machines
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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