
AI/ML Software Developer
1 week ago
Job Overview
MarsDevs is a digital product development company that specializes in building MVPs, mobile and web applications, SaaS products, and vertical solutions for small and medium-sized businesses.
As an AI/ML Engineer, you will be responsible for building and scaling Retrieval-Augmented Generation (RAG) systems, fine-tuning Large Language Models (LLMs), and improving their performance.
Key responsibilities include developing multi-agent systems using LangChain/LangGraph or equivalent tools, working with vector databases, optimizing and deploying transformer-based models, handling large datasets, and designing efficient data pipelines.
You will also collaborate with product, data, and engineering teams to ship AI solutions, stay updated on new tools and research, and apply best-fit solutions.
- Required skills include:
- 4+ years of experience in AI/ML
- Experience building large-scale RAG systems
- Hands-on experience with LLM fine-tuning and transformers
- Strong skills with vector DBs (Pinecone, FAISS, etc.) and metadata filtering
- Proven experience with multi-agent AI systems
- Solid Python skills and good grasp of ML fundamentals
- Experience with LangChain, LangGraph, and familiarity with Spark, Ray, or other distributed systems
- Knowledge of MLOps, model deployment workflows, and NLP/conversational AI principles
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