Lead AI/ML Data Scientist - VP
CAD 120K-170K Senior-level Full Time
Tasks
- Analyze structured and unstructured data
- Build ensemble models
- Create visualizations and recommendations
- Define ML model roadmaps
- Design, build, and deploy machine learning models
- Ensure scalability and reliable performance
- Integrate models into production systems
- Lead end-to-end model lifecycle
- Maintain model documentation and knowledge transfer
- Manage model and technology risks and mitigation
- Preprocess and validate training data
Perks/Benefits
- N/A
Skills/Tech-stack
AWS S3 | AWS SageMaker | Agent Development | Agent Development Kit | Agent Orchestration | Amazon Kinesis | Amazon Redshift | Apache Airflow | Apache Hive | Apache Spark | Azure ML | Bitbucket | CART | CI/CD | Caret | CatBoost | Convolutional Neural Networks | DBSCAN | DVC | Data Quality | Data Quality Validation | Data Reconciliation | Decision Trees | Docker | ELT | ETL | Ensemble learning | Generalized Linear Models | Git | GitHub | GitHub Actions | GitLab CI | Google Vertex | Google Vertex AI | HDFS | Hadoop | Jenkins | K-Means | Kafka | Kubernetes | Langchain | Langgraph | Language Processing | Latent Dirichlet Allocation | LightGBM | Linear Models | Linear Regression | Logistic Regression | Long Short | Long Short-Term Memory | MLOps | MLflow | Machine Learning | Machine Learning Pipelines | MapReduce | Matplotlib | Mlr3 | MySQL | Natural Language | Natural Language Processing | Neural Networks | NumPy | Oracle | Pandas | Plotly | PostgreSQL | Power BI | PySpark | PyTorch | Python | Quality validation | R | Random Forest | Recurrent Neural Networks | Retrieval-Augmented Generation | SQL | Scikit-learn | Seaborn | Sentiment Analysis | Short Term Memory | Spark MLlib | Tableau | TensorFlow | Text Mining | Tidyverse | Topic Modeling | Transformers | Vertex AI | Weights and Biases | XGBoost | YARN
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Roles
Data Scientist | Engineer | Lead | Lead Data | Lead Data Scientist | Learning Engineer | Machine Learning Engineer | Scientist
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