Company:EverAI
Location:Ireland
Languages:English
Seniority level:Lead, 8+ years
Experience:8+ years
Skills:LeadershipPythonSoftware DevelopmentArtificial IntelligenceMachine LearningPyTorchSoftware ArchitectureData engineeringCI/CDDevOpsMentoring
- 8+ years of engineering experience, with a significant portion dedicated to shipping ML/LLM features to millions of active users.
- Proficient in Python/PyTorch and comfortable with the modern LLM stack (vLLM, HuggingFace, fine-tuning pipelines, eval frameworks).
- Comfortable working with NSFW content and understand the technical rigor required to moderate it effectively.
- Intuition for LLM alignment: understand how prompt conditioning, temperature, and sampling affect chatbot behavior.
- Doer Mindset: Value velocity and distinguish between perfect academic solutions and shippable production solutions.
- Owner: Obsess over metrics, regressions, and user experience.
- Act as a Player/Coach: Architect the system and mentor the team, spending significant time hands-on in the codebase (Python/PyTorch).
- Own the core chat loop: Optimize context windows, memory/RAG retrieval, and inference latency.
- Drive strategy for SFT and RLHF/DPO.
- Manage the "Data Engine": oversee sourcing, labeling, and cleaning of diverse datasets.
- Design and train custom classifiers to detect and filter non-consensual or illegal content within an explicit environment.
- Create nuanced, context-aware moderation systems.