ETIC, Machine Learning, Senior Associate
Core
Designing and developing data science and machine learning assets, deploying models in production, and crafting business stories based on analytics insights to drive value creation for clients.
Role type
Senior Associate Machine Learning Engineer (Advisory)
Builds
Production ML models, data science assets, and business proposals for PwC clients
Domain
Technology Advisory / Data Science
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Statistical analysis & ML theory, ML lifecycle management, Python programming, SQL querying, Git version control, Requirements gathering & translation, Data science project execution
Preferred skills
Deep learning frameworks, Cloud computing platforms, Privacy enhancing techniques
Technologies
Python, pandas, NumPy, scikit-learn, SQL, Git, TensorFlow, PyTorch, Keras, Azure, GCP, AWS
Responsibilities
Designing and developing data science and machine learning assets; Deploying and managing machine learning models in production; Architecting full pipelines from data ingestion to model retraining; Troubleshooting production issues and optimizing models; Presenting findings to senior internal and external stakeholders; Contributing to the strategy and growth of the data science capability
Seniority
Senior Associate, hands-on IC with strategic contribution