Lead NLP Engineer

2 months ago

Bangalore, Karnataka, India Dashhire Full time

We are seeking an experienced engineer with a proven track record in Machine Learning, Deep Learning, and a demonstrated focus on Large Language Models (LLMs) to join our cutting-edge NLP team.

You will play a pivotal role in developing and deploying innovative language-based AI solutions that drive real-world impact.

Responsibilities :

- LLM Development and Fine-tuning: Fine-tune, customize and adapt large language models (e.g., GPT, Llama2 Mistral, etc.) for specific business applications and NLP tasks.

- Experience in other transformer-based NLP models such as BERT, etc will be an added advantage

- Solution Design : Design, build, and deploy machine learning, deep learning, and large language models for various NLP tasks such as text classification, named entity recognition, sentiment analysis, summarization, and question answering.

- Data Engineering : Collaborate with data engineers to develop efficient data pipelines, ensuring the quality and integrity of large-scale text datasets used for LLM training and fine-tuning.

- Experimentation and Evaluation : Develop rigorous experimentation frameworks to evaluate model performance, identify areas for improvement, and inform model selection.

- Experience in LLM testing frameworks such as Trulens will be an added advantage

- Production Deployment : Work closely with MLOps and Data Engineering teams to integrate NLP models into scalable production systems.

- Cross-functional Collaboration : Partner with product managers, domain experts, and stakeholders to understand business needs and drive the successful implementation of NLP solutions.

- Knowledge Sharing : Mentor junior team members and stay up-to-date with the latest advancements in NLP and LLMs.

Requirements :

- Master's degree or Ph.D.in Computer Science, Data Science

- 5+ years of hands-on experience in designing, implementing, and deploying machine learning and deep learning models.

- At least 12 months of in-depth experience working with Large Language Models.

- Proficiency in Python and NLP-focused libraries (e.g., spaCy, NLTK, Transformers, TensorFlow/PyTorch).

- Experience working with cloud-based platforms (AWS, GCP, Azure).

- Additional Skills Excellent problem-solving and analytical abilities.

- Strong communication skills, both written and verbal.

- Ability to thrive in a collaborative and fast-paced research environment.

(ref:hirist.tech)

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