Conversational AI Innovator

vor 3 Wochen


Köln, Nordrhein-Westfalen, Deutschland DigitalTwin Technology GmbH Vollzeit

Revolutionize Industries with Conversational AI

We are a leading technology company, pioneering the development of digital twin solutions. Our mission is to transform industries by creating intelligent, responsive digital twins that enhance decision-making, optimize operations, and drive innovation.

We are seeking an experienced Senior Machine Learning Engineer to join our team and contribute to the development of advanced Retrieval-Augmented Generation (RAG) models and large language models, utilizing the latest techniques in Natural Language Processing (NLP), Natural Language Understanding (NLU), and Natural Language Generation (NLG).

About the Role
  • Design and Develop RAG Models: Create and refine Retrieval-Augmented Generation (RAG) models to enhance information retrieval and generation across various industries.
  • Utilize Advanced Indexing Techniques: Leverage vector databases and cutting-edge indexing methods to efficiently store, manage, and retrieve relevant data, optimizing performance for diverse conversational contexts.
  • Fine-Tune Large Language Models: Customize and optimize large language models, such as GPT (Generative Pre-trained Transformer), for specific applications across multiple industries.
  • Implement Advanced NLP, NLU, and NLG Techniques: Experiment with and apply state-of-the-art Natural Language Processing (NLP), Natural Language Understanding (NLU), and Natural Language Generation (NLG) methods to continually enhance the capabilities and performance of our AI-driven solutions.
  • Collaborate on System Integration: Work closely with software engineers to seamlessly integrate machine learning models into production environments, ensuring systems are scalable, reliable, and high-performing.
  • Stay Ahead of Industry Advancements: Engage in ongoing research and monitor the latest developments in machine learning, NLP, and conversational AI to drive continuous innovation.
Requirements
  • Bachelor's Degree or Higher: In Computer Science, Engineering, Mathematics, or related field. An advanced degree is preferred.
  • 5+ Years of Experience: In machine learning engineering, with a focus on building and deploying conversational AI solutions.
  • Proven Expertise: In developing RAG models, working with vector databases, and fine-tuning large language models.
  • Strong Programming Skills: In Python and proficiency with machine learning libraries such as TensorFlow, PyTorch, or JAX.
  • Experience with Cloud Platforms: And containerization technologies, such as Docker, Kubernetes.
  • Solid Understanding: Of NLP fundamentals and experience with NLU/NLG techniques, such as sentiment analysis, entity recognition, and text generation.
  • Excellent Problem-Solving Abilities: And a pragmatic approach to building scalable and robust machine learning systems.
  • Strong Communication Skills: With the ability to collaborate effectively with cross-functional teams and articulate complex technical concepts to non-technical stakeholders.
Benefits
  • Competitive Salary: $120,000 - $180,000 per year.
  • Opportunities for Growth: Professional development and growth opportunities within the company.
  • Dynamic Work Environment: A supportive and dynamic work environment with flexible working hours and home office opportunities.


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