Senior AI Research Scientist
hace 1 semana
Drive Innovation Across the Organization
As a highly motivated Senior AI Research Scientist at Ecovadis Germany GmbH, you will play a key role in using machine learning and natural language processing to drive innovation across the organization and accelerate positive impact on our planet and society.
**Responsibilities**
- Work with large, complex data sets to solve challenging business problems by applying advanced analytical methods as needed
- Articulate and translate business questions into technical solutions
- Build, benchmark, and maintain machine learning models and identify data annotation efforts
- Innovate by adapting new machine learning algorithms and recent advances in generative AI
- Promote best practices in machine learning and mentor junior team members
- Lead functional teams and projects to accelerate the adoption of technology and AI within the organization
- Leverage Python, MLflow, Azure stack (e.g., Azure cloud, Azure ML, Azure Data Factory) and Databricks to deliver end-to-end solutions
- Stay in close contact with customers to evaluate their needs and recommend solutions that increase customer satisfaction and drive business value
Requirements
- 8+ years of overall experience in machine learning and NLP
- Expert knowledge of machine learning from forecasting to architectures used in NLP, such as transformers and RNN models, and NLP tasks (e.g., named entity recognition (NER), entity linking, question answering, semantic search)
- Advanced knowledge of ML frameworks and libraries (e.g., TensorFlow, PyTorch)
- Experience in leading end-to-end NLP projects, from design to implementation to integration, and applying best software development practices
- Excellent mentoring skills and accountability for high-quality and timely delivery of the initiatives they lead
- Experience of cross-functional collaboration in the development of AI-powered products and services (e.g., customer-facing applications)
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