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2 Days ago

BigStep Technologies - Artificial Intelligence/Machine Learning Engineer - LLM Models

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Mumbai, Maharashtra, India
Information Technology
Full-Time
BigStep Technologies

Overview

Responsibilities

  • Research, design, develop, and test Python code.
  • Collaborate with the Product and Data Science teams to define core AI/ML platform features.
  • Understand business requirements, functional specifications, and research pre-trained models that work on real-world applications.
  • Develop well-developed analytical and investigative skills.
  • Maintain a strong desire to explore new technologies and knowledge at the architecture level.

Requirements

  • Design, develop, and deploy AI/ML models with a focus on Large Language Models (LLMs).
  • Utilize NLP techniques, LangChain, LangFlow, and LLMs to develop conversational chatbots and language models.
  • Have good knowledge of deploying LLM models in cloud environments (e.g , AWS, Azure, GCP) and on-premises infrastructure.
  • Demonstrate proven ability to optimize LLM models for inference speed, memory efficiency, and resource utilization.

Desired Skills

  • Expertise in training Large Language Models (LLMs) and implementing workflows based on Pretraining, Fine-tuning LLMs & Retrieval-Augmented Generation (RAG).
  • Fine-tune and optimize pre-trained LLMs for specific use cases and domain-specific tasks.
  • Develop APIs, pipelines, and frameworks for seamless integration of LLMs into applications.
  • Conduct performance evaluations of models and refine them for accuracy, latency, and scalability.
  • Preprocess, clean, and analyze large datasets to train and fine-tune models.

Education

  • Bachelor's or Master's degree in Computer Science or related field.
  • This is an exciting opportunity for an experienced AI/ML developer to join our team at Bigstep Technologies and contribute to the development of innovative AI solutions

(ref:hirist.tech)
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