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AI/ML Data Scientist
Volkswagen Group Digital Solutions [Portugal] · Lisbon
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You’ll be focused in
- Collaborating with cross-functional teams to understand business requirements and translate them into AI/ML solutions
- Designing, developing and deploying AI models and algorithms for tasks such as classification, regression, clustering, and recommendation
- Preprocess and analyze large datasets to extract meaningful features and insights for model training
- Experiment with different machine learning techniques and algorithms to improve model performance and accuracy
- Implement and optimize AI/ML models for scalability, efficiency, and real-time inference
- Conducting rigorous testing and validation of AI models to ensure robustness, reliability, and generalization
- Staying updated on the latest advancements in AI/ML research, frameworks, and tools, and evaluate their applicability to our projects
- Collaborate closely with data engineers, product owners, business stakeholders, and external partners.
- Ensure models are explainable, auditable, and aligned with data privacy and regulatory requirements.
- Mentor and support junior team members, fostering a culture of continuous learning and experimentation. In order to succeed, you’ll need
- Degree in computer science, software engineering, or comparable work experience
- Proven experience working as a Data Scientist or related role
- Hands-on experience in building and deploying AI models and generative AI models in production environments
- Experience in programming languages commonly used in AI/ML development, such as Python
- Strong experience in machine learning algorithms, techniques, and frameworks, such as TensorFlow, PyTorch, scikit-learn
- Experience with cloud platforms (e.g., AWS, Azure, GCP) and related AI/ML services including generative AI technologies
- Strong analytical mindset, structured problem-solving skills, and a product-thinking approach.
- Great communication skills in English, both written and spoken About the Product Our Sales Spoke team is driven by a data-first culture, leveraging both advanced analytics and AI to empower our team and customers to create additional value. We enable our business units to explore their untapped data & analytics potential and provide our customers with value-adding advanced analytics solutions.