lever
Machine Learning Engineer — AI Architecture Research
jobgether
Remote, IND
Full-time
Remote
Discovered 1 weeks ago
Machine learningDeep learningNeural network architectureTransformer architecturesRecurrent neural networksState-space models
Free
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Machine learningDeep learningNeural network architecture
Role Overview
A partner company is seeking a Machine Learning Engineer focused on AI architecture research in India.
The role combines machine learning research, model engineering, and real-world deployment.
The engineer will explore alternatives to conventional Transformer-based designs and help move research concepts into production systems.
Key Skills for This Role
Machine learningDeep learningNeural network architectureTransformer architecturesRecurrent neural networksState-space models
Full Job Posting
Role Overview
A partner company is seeking a Machine Learning Engineer focused on AI architecture research in India.
The role combines machine learning research, model engineering, and real-world deployment.
The engineer will explore alternatives to conventional Transformer-based designs and help move research concepts into production systems.
Accountabilities
- Research and develop neural network architectures, including Transformer alternatives, recurrent and hybrid models, and long-context systems.
- Design architecture experiments covering scaling laws, memory mechanisms, training behavior, and compute-performance trade-offs.
- Prototype models end-to-end and create robust, training-ready implementations.
- Analyze model behavior, failure modes, inductive biases, and architectural limitations.
- Collaborate with inference and systems engineers on efficient, scalable, deployable architectures.
- Reproduce and extend machine learning research papers and contribute to notes, benchmarks, experiments, and open-source work.
- Balance theoretical investigation, rapid experimentation, and production-oriented engineering.
Requirements
- Strong machine learning and deep learning fundamentals with practical model development experience.
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