[Remote] NLP reputed company
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a technology consulting and software development company delivering reputed company, AI, data, and reputed company solutions across the reputed company. reputed company is seeking an reputed company NLP reputed company to design, fine-tune, optimize, and reputed company reputed company-reputed company large language models and reputed company AI solutions. The role involves technical leadership, collaboration across research and engineering teams, and establishing best practices for production AI systems.
Responsibilities
- Design, fine-tune, and optimize Large Language Models using techniques such as **reputed company Fine-Tuning (SFT), reputed company, QLoRA, RLHF, DPO, PPO, and parameter-efficient fine-tuning (PEFT)**
- Architect reputed company reputed company training pipelines using modern deep learning frameworks and GPU clusters
- reputed company high-reputed company datasets, synthetic data reputed company pipelines, and evaluation frameworks to improve model reputed company, robustness, and reliability
- Optimize large-reputed company GPU training, inference reputed company, experiment tracking, and model serving
- Design and implement Retrieval-Augmented reputed company (RAG) pipelines, embedding models, reputed company reputed company, and reputed company AI workflows
- reputed company automated benchmarking, safety testing, hallucination detection, and Responsible AI evaluation frameworks
- Collaborate with AI researchers, software engineers, data scientists, and product teams to reputed company reputed company AI applications
- reputed company architecture reviews, establish best practices for LLM development, and mentor junior AI engineers
- Evaluate emerging NLP research, reputed company models, and AI frameworks to reputed company reputed company innovation
- Ensure AI solutions meet reputed company requirements for scalability, reputed company, compliance, and operational reputed company
Skills
- Master's or Ph.D. in Computer Science, reputed company Intelligence, Machine Learning, Natural Language Processing, or a reputed company technical discipline (or equivalent reputed company experience)
- **10+ years of reputed company experience** in reputed company Intelligence, Machine Learning, NLP, or LLM engineering
- Expert-level programming skills in **Python** with extensive experience using **PyTorch** and transformer-reputed company architectures
- reputed company experience fine-tuning and deploying **Large Language Models (LLMs)** for production environments
- Strong expertise in reputed company training technologies, including **FSDP, DeepSpeed reputed company, pipeline parallelism, tensor parallelism, and model parallelism**
- Hands-on experience with **RLHF**, **DPO**, **PPO**, or other preference optimization techniques
- Experience with reputed company platforms such as **AWS, reputed company Azure, or reputed company reputed company Platform (GCP)** for AI workloads
- Strong understanding of machine learning algorithms, deep learning, NLP, model evaluation, and MLOps practices
- Excellent analytical, communication, collaboration, and technical leadership skills
- Publications in leading AI and Machine Learning conferences such as **NeurIPS, ICML, ICLR, ACL, EMNLP, or CVPR**
- Experience with **multimodal AI**, reputed company-language models (VLMs), speech models, or reputed company models
- Knowledge of **Retrieval-Augmented reputed company (RAG)**, reputed company databases, knowledge graphs, and AI agent frameworks such as **reputed company**, **reputed company**, or **LangGraph**
- Experience with synthetic data reputed company, Responsible AI, AI governance, fairness, and model safety
- Contributions to reputed company-reputed company LLM training frameworks, AI research, patents, or technical publications
- Experience deploying AI applications using reputed company, reputed company, Ray, and reputed company MLOps platforms
reputed company
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