Senior NLP Architect with Generative AI Expertise

3 weeks ago

Aurangabad, Maharashtra, India Altrum AI Full time
Job Overview

We are seeking an experienced Senior NLP Architect to lead the development of cutting-edge Generative AI models and NLP pipelines that power our AltrumAI platform. You will be part of a product-focused team, collaborating with software developers and product managers to integrate state-of-the-art generative models and NLP applications.

Responsibilities
  • Design, develop, and deploy advanced Generative AI models for NLP tasks such as language generation, text completion, summarization, machine translation, dialogue systems, and other generative text applications.
  • Build, fine-tune, and optimize large-scale transformer-based models such as GPTs, BERT, T5, and other cutting-edge architectures to drive product features.
  • Research and experiment with novel generative techniques, including large language models (LLMs), diffusion models, and multimodal learning, to enhance the capabilities of AltrumAI.
  • Develop scalable machine learning pipelines for training, validation, and inference of generative models using frameworks like Hugging Face Transformers, PyTorch, TensorFlow, and other deep learning toolkits.
  • Collaborate with cross-functional teams to integrate generative models into user-facing applications, ensuring high-quality performance, low-latency inference, and seamless UX/UI integration.
  • Design and implement API endpoints for serving generative models in production, ensuring real-time, high-performance deployment.
  • Stay current with emerging trends and breakthroughs in the Generative AI and NLP space, continuously exploring ways to improve product quality and capabilities.
Requirements
  • Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field, or equivalent practical experience.
  • 4+ years of experience working as a Machine Learning Engineer, with a proven track record in Generative AI and NLP.
  • Strong programming skills in Python with experience in NLP libraries such as Hugging Face Transformers, SpaCy, and NLTK.
  • Hands-on experience working with large datasets, training LLMs, and using techniques such as transfer learning, fine-tuning, and model distillation to optimize models for specific tasks.
  • Proficiency in designing scalable machine learning pipelines for training and inference, utilizing frameworks such as PyTorch or TensorFlow.
  • Experience deploying generative models into production environments, with strong skills in Docker, Kubernetes, or serverless frameworks.
  • Expertise in RESTful API design and integration, enabling efficient interaction with generative AI models in SaaS platforms.
Benefits

This is a completely remote role based in India, with flexibility in working hours to accommodate collaboration across different time zones and project deadlines. We offer a competitive salary range of ₹1,200,000 - ₹1,800,000 per annum, depending on experience.

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