
Advanced AI System Developer
2 weeks ago
We are seeking an experienced and skilled individual to design, implement, and integrate cutting-edge AI systems on leading cloud platforms.
- Designing and developing advanced generative AI models (e.g., LLMs, GANs, VAEs, Diffusion Models) for diverse applications.
- Architecting, developing, and deploying autonomous AI agents capable of breaking down complex goals, making decisions based on context, interacting with external tools and APIs, and taking multi-step actions to achieve objectives with minimal human intervention.
- Mastery of prompt engineering techniques to optimize the behavior and output of LLMs and designing sophisticated orchestration mechanisms for coordinating multiple AI agents in complex workflows.
- Leveraging expertise in AWS, Azure, or GCP to deploy, manage, and scale Generative and Agentic AI models and pipelines.
The ideal candidate will possess a strong understanding of large language models (LLMs), prompt engineering, and the principles behind building autonomous AI agents capable of reasoning, planning, and taking actions to achieve complex objectives.
ResponsibilitiesKey Responsibilities: The successful candidate will be responsible for designing, implementing, and integrating cutting-edge AI systems on leading cloud platforms. Key responsibilities include:
- Designing and developing advanced generative AI models (e.g., LLMs, GANs, VAEs, Diffusion Models)
- Architecting, developing, and deploying autonomous AI agents capable of breaking down complex goals, making decisions based on context, interacting with external tools and APIs, and taking multi-step actions to achieve objectives with minimal human intervention
- Mastering prompt engineering techniques to optimize the behavior and output of LLMs and designing sophisticated orchestration mechanisms for coordinating multiple AI agents in complex workflows
- Leveraging expertise in AWS, Azure, or GCP to deploy, manage, and scale Generative and Agentic AI models and pipelines
Required Skills & Qualifications: To be considered for this role, you should have:
- A Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or a closely related quantitative field
- 3-5 years of hands-on experience in AI/ML engineering, with a demonstrable focus on Generative AI and/or Agentic AI projects
- Strong practical experience with Generative AI models (e.g., LLMs, Transformers, GANs, Diffusion Models) and their applications
- Hands-on experience in designing, building, and deploying autonomous AI agents or multi-agent systems, utilizing frameworks like LangChain, AutoGen, CrewAI, or LangGraph
- Proficiency in Python and strong experience with major ML frameworks such as TensorFlow, PyTorch, or Keras
- Demonstrated experience with prompt engineering techniques for optimizing LLM behavior
- Proven ability to deploy and manage AI/ML solutions on at least one major cloud platform
Preferred Skills (Nice to Have): We also welcome applicants with experience in the following areas:
- Experience with vector databases (e.g., Pinecone, Weaviate, FAISS, Azure AI Search) and knowledge graphs
- Familiarity with full-stack development, including building RESTful APIs using frameworks like FastAPI, Flask, or Django
- Experience with model evaluation tools like DeepEval, FMeval, or RAGAS
- Knowledge of prompt engineering frameworks (e.g., LangChain, LlamaIndex)
- Knowledge of reinforcement learning and multi-agent reinforcement learning
- Contributions to open-source AI projects or relevant publications
- Experience with data orchestration tools (e.g., Apache Airflow)
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