4 open roles
Senior AI Researcher: LLM post-training for hallucination reduction
Job description
Who we are Aleph Alpha’s mission is to deliver sovereign, human-centric AI to governmental institutions and large enterprises. To that end, we deliver category-defining AI innovation that enables open, accessible, and trustworthy deployment of GenAI in industrial applications. Our organization develops foundational models and next-generation methods that make it easy and affordable for Aleph Alpha’s customers to increase productivity in development, engineering, logistics, and manufacturing processes.
ABOUT THE ROLE
We are looking for a (Senior) AI Researcher to join our hallucination reduction capability team to push the boundaries in LLM post-training (SFT and RL). We're one of the few places in Europe training foundation models from scratch. You will be part of a team of (senior) researchers and PhD interns doing cutting-edge research across pre-, mid- and post-training, grounding and specialized models with hundreds of GPUs at our disposal.
WHAT WILL YOU DO
- Core Research & Development: Design, execute, and scale post-training methodologies (SFT, RL) specifically aimed at eliminating model hallucinations and making them grounded in evidence.
- Uncertainty & Reliability: Research and implement techniques in uncertainty estimation, calibration, self-consistency, and self-correction mechanisms to enable models to identify and signal when they “don't know”.
- Post-Training Pipelines: Build and optimize high-throughput, distributed fine-tuning and training pipelines across multi-node GPU clusters.
- Evaluation & Benchmarking: Design and implement rigorous evaluation methods to benchmark hallucination rates, truthfulness, and reasoning accuracy.
- Technical Ownership: Drive research projects independently from initial hypothesis to scalable production implementation and technical reports.
QUALIFICATIONS
- Hands-on experience fine-tuning or post-training LLMs using modern distributed training frameworks.
- Track record of research or implementation in at least one of the following domains:
- Hallucination mitigation / truthfulness alignment / grounding in RAG
- Uncertainty estimation, or out-of-distribution detection
- Retrieval-Augmented Generation evaluation / alignment, refusal behavior calibration, or claim verification
- Strong programming skills (Python & Py. Torch).
COMPENSATION
AND BENEFITS
- Become part of an AI revolution! - 30 days of paid vacation
- Access to a variety of fitness & wellness offerings via Wellhub https://wellhub.com/de-de/
- Mental health support through nilo.health http://nilo.health
- Substantially subsidized company pension plan for your future security
- Subsidized Germany-wide transportation ticket
- Budget for additional technical equipment
- Flexible working hours for better work-life balance and hybrid working model
- Job. Rad® https://www.jobrad.org/ Bike Lease
Description copied from Aleph Alpha's careers page. Read the full posting before you apply.
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