
Autonomous AI Software Developer
24 hours ago
We are seeking a highly skilled AI software engineer to develop intelligent autonomous systems. This role involves designing, building, and deploying AI-powered agents that can perceive, reason, and act independently.
Key Responsibilities:
- Develop, train, and fine-tune machine learning (ML) and deep learning (DL) models for autonomous system development.
- Implement LLMs, NLP, reinforcement learning (RL), and computer vision (CV) models for multimodal AI systems.
- Optimize retrieval-augmented generation (RAG) systems with vector databases (FAISS, Pinecone, Chroma) for enhanced performance.
- Work on integrating text, image, and audio processing in multimodal AI systems.
Agentic AI System Development:
- Build autonomous AI agents that can make decisions, learn from feedback, and interact with environments.
- Implement multi-agent frameworks using LangChain, CrewAI, AutoGen, BabyAGI, MetaGPT for complex system development.
- Integrate AI agents with APIs, databases, and enterprise applications for real-world deployment.
Software Engineering & MLOps:
- Design and deploy AI models using Docker, Kubernetes, and CI/CD pipelines for scalable development.
- Implement MLOps workflows for continuous training, monitoring, and model retraining.
- Optimize AI solutions for cloud platforms (AWS, Azure, GCP) and edge computing for efficient deployment.
Required Skills & Qualifications:
Technical Skills:
- Strong programming skills in Python, Java, or R for software development.
- Expertise in machine learning frameworks (TensorFlow, PyTorch, Scikit-Learn) for ML/DL model development.
- Experience with LLMs & NLP (Hugging Face, OpenAI API, BERT, GPT, Claude) for natural language processing.
- Proficiency in multi-agent frameworks (LangChain, CrewAI, AutoGen) for complex system development.
- Knowledge of reinforcement learning (PPO, A3C, DDPG, SAC) for RL model development.
- Experience with vector databases (FAISS, Pinecone, Chroma) and knowledge graphs for data management.
- Strong foundation in MLOps, cloud AI services (AWS, Azure AI, Google Vertex AI) for scalable deployment.
Soft Skills:
- Strong analytical and problem-solving skills for software development.
- Ability to work in a fast-paced, cross-functional team environment.
- Excellent communication and documentation skills for project coordination.
Preferred Qualifications:
- Master's degree in Computer Science, AI, or Data Science for advanced studies.
- Certifications in AI/ML (AWS ML Specialist, Google ML Engineer, Microsoft AI Engineer) for professional development.
- Experience with autonomous systems, robotics, or digital twins for industry expertise.
- 5-7 years of similar or equivalent experience in the field for career advancement.
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