AI/ML Innovator

2 days ago

India Steps AI Full time
Job Opportunity:

We are seeking a highly skilled and motivated Machine Learning Intern to join our dynamic team at Steps AI. This role will place you at the forefront of cutting-edge AI technologies, including Large Language Models (LLMs), multi-agent systems, LLMOps, Local LLM deployment/orchestration, and Generative AI (GenAI) strategies.

This position offers the opportunity to gain hands-on experience with cutting-edge LLM Ops, MLOps, and advanced prompting strategies like Chain of Thought (CoT) and Graph of Thought (GoT) to optimize LLM performance for enterprise use cases.

The ideal candidate will have a deep understanding of transformer architectures, strong foundation of LLM techniques and models, strong MLOps foundations, and experience in deploying AI solutions in real-world applications.

**Responsibilities**:

• LLM Development: Build and fine-tune LLMs and multi-agent systems for enterprise use cases.
• LLM Ops: Deploy scalable MLOps pipelines and optimize LLM performance in production.
• Transformer Models: Work with advanced models (LLama, GPT, etc.), optimizing for cloud deployment.
• RAG Pipelines: Design and implement efficient RAG systems (Graph, Struct, Naive) for enhanced retrieval.
• Prompt Engineering: Refine prompts using techniques like CoT, ToT, and GoT to improve LLM accuracy.
• Multi-Agent Systems: Develop LLM-based agents for dynamic tasks using orchestration frameworks.
• Research: Prototype advanced LLM orchestration and RAD pipelines for fast deployment.

**Technical Skills Expectations**:

We don't expect the candidates to have production-ready hand-on experience in the latest LLM technologies (we will figure that together), but, we will critically evaluate your problem statement understanding, system design, theoretical understanding of LLM techniques/models, hands-on coding experience in these domains, also, the application should take ownership in the tasks assigned to them.

**Required Qualifications**:

Pursuing or recently completed a Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Data Science, or a related field (preferred)
Strong academic background in Machine Learning, AI, or NLP. Research publications in these fields will be a plus.

What We Offer:

$120,000 - $180,000 per year salary, based on experience and qualifications

Join Our Team:

This is a remote, part-time/full-time internship opportunity with potential for future full-time positions based on performance.

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