Machine Learning Senior Engineer - Generative AI

Teknik, data och digitalt · Data, AI och analys · Maskininlärning · Datavetenskap

I korthet

Wir suchen einen erfahrenen Machine Learning Engineer mit Spezialisierung auf Generative AI. Die Stelle beinhaltet das Design, die Entwicklung und die Bereitstellung von KI-Lösungen, insbesondere für Large Language Models (LLMs), Retrieval-Augmented Generation (RAG) und intelligente Agentensysteme. Erforderlich sind ein Bachelor-Abschluss, 3+ Jahre Erfahrung in ML/AI-Engineering, starke Python-Kenntnisse sowie Erfahrung mit ML-Frameworks und LLM-Deployments.

Ansvarsområden

Design and implement RAG-based solutions to enhance LLM capabilities with external knowledge sources
Develop and optimize LLM fine-tuning strategies for specific use cases and domain adaptation
Create robust evaluation frameworks for measuring and improving model performance
Build and maintain agentic workflows for autonomous AI systems
Collaborate with cross-functional teams to identify opportunities and implement AI solutions

Krav

Bachelor or Master degree in Computer Science or related technical field
3+ years of experience in Machine Learning/AI engineering
Strong programming skills in Python and experience with ML frameworks (PyTorch, TensorFlow)
Practical experience with LLM deployments and fine-tuning
Experience with vector databases and embedding models
Familiarity with modern AI/ML infrastructure and cloud platforms (AWS, GCP, Azure)
Strong understanding of RAG architectures and implementation

Önskade kvalifikationer

Experience with popular LLM frameworks (Langchain, LlamaIndex, Transformers)
Knowledge of prompt engineering and chain-of-thought techniques
Experience with containerization and microservices architecture
Background in Reinforcement Learning
Contributions to open-source AI projects
Experience with ML ops and model deployment pipelines
Strong problem-solving and analytical skills
Excellent communication and collaboration abilities
Experience with agile development methodologies
Ability to balance multiple projects and priorities
Strong focus on code quality and best practices
Understanding of AI ethics and responsible AI development

Förmåner

Competitive annual discretionary bonus program
Opportunity for annual RSU grants
Highly competitive benefits package designed to support your success at work, at home, and at play
Information about US benefits available at this link

Färdigheter

PythonPyTorchTensorFlowLangchainLlamaIndexTransformersAWSGCPAzureVector DatabasesEmbedding ModelsRAGLarge Language ModelsPrompt EngineeringReinforcement LearningMLOpsAgile

#Generative AI#Machine Learning#LLM#RAG#AI