Senior Machine Learning Specialist
Core
Designing and deploying custom machine learning solutions, specifically transformer architectures and large language models, for an AI-native platform.
Role type
Senior IC machine learning specialist (NLP & LLMs)
Builds
Production ML systems, RAG pipelines, and fine-tuned large language models
Domain
Artificial Intelligence / Natural Language Processing
Deliverable
production ML models
Required skills
Python, PyTorch, TensorFlow, transformer architectures, large language models, fine-tuning, RAG systems, ML pipeline development, cloud ML infrastructure (AWS SageMaker, Google Vertex AI), data preprocessing, feature engineering
Preferred skills
MLOps, ML pipeline orchestration, distributed training, vector databases, reinforcement learning
Responsibilities
Design and develop custom ML models for business use cases; Implement and optimize transformer architectures for NLP; Develop and maintain ML pipelines for training and inference; Work with large language models and implement fine-tuning strategies; Implement and optimize RAG systems; Collaborate with engineering teams to deploy models in production; Monitor and maintain model performance with retraining strategies; Conduct research on emerging ML techniques; Mentor junior ML engineers
Seniority
Senior, hands-on IC