Senior Staff AI Engineer (Knowledge Graph)
ams OSRAM GmbH2 months ago
Bayan Lepas, MalaysiaStaff+
Responsibilities
- Build AI-powered applications, AI agents, and Copilot experiences using large language models and modern AI technologies.
- Design and optimize LLM-based solutions using prompt engineering, tool and function calling, RAG, GraphRAG, and agentic workflows.
- Design, develop, and integrate knowledge graph and graph database solutions to model business relationships and improve AI reasoning.
- Evaluate, fine-tune, and improve AI systems through structured testing, quality measurement, safety guardrails, and hallucination reduction.
- Design, train, fine-tune, and optimize machine learning and deep learning models across business domains.
- Preprocess, clean, and transform large-scale datasets for model training.
- Design and build robust data pipelines and collaborate with data engineers on AI data infrastructure and storage.
- Deploy and monitor models in production environments.
- Communicate results to business stakeholders and collaborate with architects, data engineers, and software developers to deliver scalable AI solutions.
- Stay current with developments in data science and artificial intelligence.
Requirements
- Master’s degree in Computer Science, Mathematics, Statistics, Data Science, Artificial Intelligence, or a related field.
- More than seven years of experience implementing machine learning solutions using Python, R, or similar languages.
- At least seven years of hands-on experience in data science, machine learning, LLMs, and AI.
- Extensive knowledge of machine learning algorithms and strong expertise in generative AI, LLMs, knowledge graphs, AI agents, prompt engineering, model evaluation, and responsible AI.
- Deep understanding of RAG architectures, including embeddings, vector databases, semantic search, and retrieval optimization.
- Knowledge of knowledge graphs, semantic data models, ontologies, graph databases, and enterprise AI applications.
- Experience with GraphRAG and hybrid retrieval combining vector search and knowledge graphs.
- Hands-on experience with cloud-based AI services such as Azure OpenAI, Azure AI Foundry, Azure AI Search, or comparable platforms.
- Knowledge of MLOps and LLMOps, including model deployment, monitoring, evaluation, version control, testing, and governance.
- Excellent communication, stakeholder management, interpersonal, and collaborative skills.
Tech Stack
Categories
About ams OSRAM GmbH
ams OSRAM GmbH designs and manufactures optical semiconductors—LEDs, laser diodes, and sensors—for automotive, industrial, medical, and consumer device makers. The group sells components and modules to OEMs and supports sensing, illumination, and visualization from R&D through high‑volume production. Headquartered in Premstaetten, Austria, it is listed on the SIX Swiss Exchange and was formed after ams acquired OSRAM in 2020, combining more than a century of lighting expertise.