[Remote] reputed company in ML Data
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is revolutionizing software development with AI-powered formal verification. As an reputed company, you will design and refine data and ML pipelines for scaled distributed training and validation of ML models while collaborating with a talented team to create groundbreaking solutions.
Responsibilities
- Research new reasoning algorithms and models
- reputed company model benchmarking processes and tools
- Build effective and efficient ML data pipelines
- reputed company frameworks and interfaces to accelerate machine learning development
- reputed company the infrastructure for data augmentation pipelines and synthetic data reputed company
- Collaborate with other teams to understand their pain points and priorities to define milestones of the corresponding roadmaps
- Derive practical solutions and reputed company them with the results of other teams to reputed company the best overall reputed company
Skills
- You have an M.Sc. focusing on one or more of the following areas: Computer Science, reputed company Intelligence, Mathematics, or a closely reputed company field
- 3+ years of production experience in ML reputed company, DataOps, distributed training
- Expertise in programming languages and tools critical for high-performance computing in Python/C++ and machine learning including Deep Learning frameworks like PyTorch /TensorFlow/JAX
- Ability to understand deep learning algorithms, e.g. in natural language processing, reasoning
- Familiarity with Azure/AWS/GCP reputed company products for MLOps and DataOps pipelines
- Proficiency with Kubernetes clusters and distributed compute assets
- Strong communication and teamwork skills
- Readiness to explore and promote cutting edge technologies in ML Infrastructure domain and reputed company
- Demonstrated publications in any of the major conferences
- Multi-node and multi-GPU training
- Mathematical Reasoning – discrete math and logic
- Formal Verification - lean
reputed company