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Senior Data Scientist
dentsu AustriaData Scientist focusing on machine learning and semantic AI technologies. Working with Azure and Python to develop cutting-edge solutions for clients at Dentsu.
Tech Stack
Tools & technologiesAzureCloudPythonPyTorchScikit-LearnTensorflow
About the role
Key responsibilities & impact- Build and enhance machine learning models using Azure, Python, and NLP technologies
- Design end-to-end machine learning pipelines
- Develop proof-of-concept solutions for client use
- Implement semantic matching and similarity search methods
- Train and optimize models for new data providers
- Forecast trends using NLP-based forecasting techniques
- Migrate data pipelines to Azure Databricks
Requirements
What you’ll need- Expertise in Python
- Experience with Azure Cloud and NLP
- Ability to design and execute end-to-end machine learning pipelines
- Knowledge of various machine learning frameworks such as Scikit-learn, TensorFlow, and PyTorch
- Familiarity with data retrieval methods and retrieval QA systems
- Understanding of embedding models and vector databases
- Experience with data migration in cloud environments
- Ability to develop forecasting models for marketing and demand prediction
- Knowledge of semantic similarity techniques and audience intelligence
- Strong analytical and problem-solving skills
Benefits
Comp & perks- Health insurance
- Flexible work arrangements
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
PythonAzureNLPmachine learning pipelinesScikit-learnTensorFlowPyTorchdata migrationforecasting modelssemantic similarity techniques
Soft Skills
analytical skillsproblem-solving skills