Data Scientist Team Lead
1 semana atrás
Randstad operates in Portugal and worldwide as a leader in the field of human resources across various sectors of activity.
The Digital division focuses exclusively on the IT sector, offering unique opportunities for professional development. We are looking for a Data Scientist Team Lead.
Responsibilities:
- Participate in the design and development of Generative AI solutions, including models with transformers, embeddings, and LLM-based pipelines.
- Build and optimize traditional Machine Learning models for various use cases (classification, regression, clustering, etc.).
- Explore, prepare, and transform data, applying best practices for feature engineering to enhance model performance.
- Contribute to the automation and reproducibility of data science pipelines using MLOps tools, ensuring continuous monitoring and maintenance in production.
- Communicate analytical results clearly, focusing on applicability and business impact.
- Stay updated with the latest trends and tools in the AI, ML, and cloud ecosystem.
- Manage a growing team, serving as a technical and behavioral reference.
- Participate in pre-sales activities and proposal preparation.
Requirements
- Bachelor's or Master's degree in Computer Science, Engineering, Applied Mathematics, Data Science, or similar fields.
- Over 5 years of experience as a Data Scientist.
- Proven experience in managing teams within this domain.
- Proven experience in developing Generative AI solutions, including the use of transformers, embeddings, and knowledge of prompt engineering.
- Strong command of traditional Machine Learning techniques, including supervised and unsupervised learning.
- Fluency in Python and libraries such as numpy, pandas, scikit-learn, matplotlib, and seaborn.
- Experience with PySpark and handling large volumes of data.
- Practical knowledge of MLOps: model versioning, experiment tracking (e.g., MLflow), deployment, and monitoring.
- Experience in cloud environments, namely Azure, GCP and AWS.
Join our digital team and be part of the technological transformation shaping the future. Apply now and start making a difference today
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