4 months ago
Berlin, Germany +2 moreSenior
Responsibilities
- Extend Helsing’s integrated deep-learning frameworks built on PyTorch.
- Scale infrastructure and tooling for faster and larger distributed training.
- Design data strategies for large datasets and efficient storage to keep GPUs utilized.
- Architect and implement tools and platforms that abstract complex distributed systems and improve training throughput and developer velocity.
- Contribute to cross-functional engineering teams and the internal engineering culture.
Requirements
- MSc or PhD in Computer Science or a STEM field, focused on machine learning and deep learning.
- Strong software engineering skills in Python.
- Fluency with PyTorch, JAX, or TensorFlow, including the ability to write custom layers, loss functions, and distributed training loops.
- Experience debugging production machine-learning pipelines and diagnosing numerical or performance issues.
- Clear communication skills and the ability to translate complex theoretical concepts into implementations.
- Hands-on experience with large-scale GPU clusters, advanced parallelism strategies, and NCCL or MPI is preferred.
- Experience with large-scale multimodal datasets and locality, encoding, format, and streaming tradeoffs is preferred.
- Experience using Slurm, Kubernetes, or Ray to schedule and manage concurrent training jobs at scale is preferred.
- Understanding of GPU memory hierarchies, warp execution, and training versus inference workloads is preferred.
Benefits
- Competitive salary and VSOP options
- Relocation support of up to €2,500 and four weeks of temporary accommodation
- €500/£450 yearly learning allowance
- Gym membership and mental health support through Nilo.health
- Regular company events and monthly social allowances
- Enhanced parental leave of 22 weeks for primary caregivers and six weeks for secondary caregivers
- Five days of paid family emergency leave
- 100% remote work option during pregnancy and phased return to work
- Hands-on onboarding program focused on Helsing’s tools and ML pipelines
Tech Stack
Categories
AI ResearchML Engineering
About Helsing
Helsing was founded to provide Artificial Intelligence to protect our democracies. Helsing works with partners in governments and across industry. Together, we develop systems that leverage AI and autonomy to provide autonomous mass that is sovereign, scalable and affordable. We’re looking for people with their heart in the right place, who share our conviction that liberal democratic values are worth protecting, for ourselves and for future generations.