Senior AI Engineer (Fully Remote)

Aveni; Deutschland; Remote; EUR 90.000 - 130.000; Vollzeit

Zusammenfassung

Aveni, a fintech company building production-ready AI systems for financial institutions, seeks an AI Architect to fine-tune models and design scalable NLP pipelines.

You will implement efficient training methods, integrate models into cloud infrastructure, and drive MLOps practices, data governance, and robust monitoring for production deployments.

Qualifikationen

• Experience architecting ML models for production systems.
• Hands-on with model fine-tuning techniques like LoRA.
• Experience building scalable NLP pipelines.
• Familiarity with data privacy and governance in finance.
• Proficient in DevOps practices for ML systems.

Aufgaben

• Architect and fine-tune ML models including LLMs.
• Develop scalable NLP pipelines and services.
• Integrate models into cloud infrastructure.
• Lead data acquisition, processing and governance.
• Ensure monitoring, testing and CI/CD for production deployments.

Kenntnisse

ML model architecture

LoRA & PE training

NLP pipelines

Cloud deployment

MLOps & CI/CD

Data governance

Jobbeschreibung

• Architect, fine-tune and optimise machine learning models including LLMs and classical ML approaches.
• Apply efficient training techniques such as LoRA and parameter-efficient methods to improve model performance.

Develop Scalable AI Systems:

• Build and deploy production-grade NLP pipelines and services ensuring low latency and high availability.
• Integrate models into scalable cloud infrastructure and real-world applications.

Data Strategy and Model Training:

• Lead the acquisition, processing and governance of large structured and unstructured datasets.
• Ensure data privacy and governance standards suitable for financial services.
• Contribute to DevOps and MLOps pipelines with robust version control, testing and CI/CD workflows.
• Support reliable deployment and monitoring of models in production environments.

Aveni

Aveni is a fintech company that builds production-ready AI systems for financial institutions. The company has been recognized as Fintech of the Year for two consecutive years and is backed by leading investors, with a rapidly growing team.