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Crimson Energy - Machine Learning Engineer - NLP

Crimson Energy - Machine Learning Engineer - NLP

Crimson EnergyDelhi
1 day ago
Job description

Domain Focus : Defence Technology & Naval Applications

About Us :

At Crimson Energy Experts Pvt. Ltd., we are developing advanced defence-grade software systems to strengthen the future of Indias naval and maritime operations. Our projects focus on Defence Technology, Artificial Intelligence, and Advanced Analytics, with a mission to empower the Indian Navy through next-generation NLP, AI, and data-driven decision-making.

We are looking for an NLP Expert with deep expertise in Hugging Face Transformers and hands-on experience in pretraining and developing custom encoding architectures. This role is critical to building domain-specific language models for secure and high-performance defence applications.

Key Responsibilities :

  • Pretrain and fine-tune Hugging Face Transformers for naval and defence-specific use cases.
  • Design and implement custom encoding architectures for unstructured defence data (text, intelligence reports, maritime logs, etc.).
  • Develop domain-specific embeddings and representations for secure and reliable software applications.
  • Build end-to-end NLP pipelines : data collection, preprocessing, model training, evaluation, and deployment.
  • Collaborate with engineers and defence domain experts to align NLP solutions with operational requirements.
  • Optimize models for performance, scalability, and low-latency inference in mission-critical environments.
  • Ensure all solutions comply with security, confidentiality, and defence-grade standards.

Required Skills & Qualifications :

  • 4+ years of experience in Natural Language Processing (NLP) and Deep Learning.
  • Strong expertise with Hugging Face Transformers (BERT, GPT, RoBERTa, LLaMA, etc.).
  • Experience in pretraining LLMs and creating custom tokenizers / encoding architectures.
  • Proficiency in Python, PyTorch, and TensorFlow.
  • Solid background in text representation learning, embeddings, and sequence modeling.
  • Experience in distributed training (multi-GPU / TPU setups).
  • Familiarity with MLOps practices for deploying and monitoring NLP systems.
  • Ability to design solutions with security-first principles for sensitive defence applications.
  • What We Offer :

  • An opportunity to build indigenous NLP systems for the Indian Navy ?.
  • Work on cutting-edge NLP & AI projects that directly impact national security.
  • Competitive pay with performance-driven growth.
  • A chance to be part of a mission-driven team solving real-world defence challenges.
  • (ref : hirist.tech)

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