
AI/ML Specialist for Advanced Algorithm Development
9 hours ago
We are seeking a skilled AI/ML Engineer to join our team, specializing in designing, developing, and optimizing advanced AI/ML models for various applications.
This role is responsible for leading the development of end-to-end AI products, ensuring seamless integration with other teams, and mentoring technical teams.
Key Responsibilities:- Design and Train Models: Design and train AI/ML models using Naval-specific data, delivering them as production-ready products.
- Fine-tune LLMs: Fine-tune open-source Large Language Models (LLMs) for Navy-specific tasks.
- Data Preprocessing: Preprocess, label, and augment datasets for model training.
- Model Optimization: Implement quantization, pruning, and compression techniques for deployment-ready AI applications.
To succeed in this role, you will need:
- Bachelor's/Master's Degree: A degree in Computer Science, AI/ML, Data Science, Statistics, or a related field.
- Proficiency in Python: Expert-level proficiency in Python programming language.
- ML Frameworks: Experience with TensorFlow, PyTorch, Hugging Face Transformers, OpenCV, NLTK, spaCy.
- Distributed Training: Knowledge of distributed training using Horovod, DeepSpeed, FairScale, PyTorch Lightning.
This role offers:
- End-to-end ML Pipeline Development: Develop end-to-end machine learning pipelines from data ingestion to model serving.
- User Feedback Integration: Integrate user feedback for model improvement.
- Cross-platform Deployment: Deploy models on cloud, edge, and mobile platforms.
Our ideal candidate should have:
- Hands-on Experience: At least 2 years of experience in major AI domains.
- Production Environment Experience: Experience deploying models in production environments.
- Open-source Contributions: Contribution to open-source AI projects.
- Technical Leadership: Experience mentoring technical teams.
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