Why this role stands out
Leverage your expertise in Generative AI, LLMs, and cloud platforms like AWS or Google Cloud to build innovative AI solutions in this remote, hands-on engineering role. You'll thrive if you have practical experience with AI application development, data pipelines, and deploying production-grade AI solutions, offering a fantastic opportunity to expand your skills in a dynamic tech environment.
Quick overview
Job description
Job Title: Software/AI Engineer
Job Type: 6 months contract
- Design, develop, and deploy cloud-based data and AI solutions using AWS or Google Cloud Platform.
- Build scalable and production-ready applications using Python and other modern programming languages.
- Develop and integrate Generative AI and LLM-powered applications.
- Work with commercial and open-source LLMs such as:
- OpenAI / GPT
- Meta Llama
- Google Gemini
- Other open-source LLMs
- Build and implement Retrieval-Augmented Generation (RAG) solutions.
- Design RAG pipelines including document ingestion, preprocessing, chunking, embeddings, retrieval, reranking, context management, and response generation.
- Work with LangChain, LlamaIndex, LangGraph, and similar GenAI frameworks.
- Develop AI agents and graph-based AI workflows where applicable.
- Build integrations between LLMs, enterprise applications, APIs, databases, data platforms, and cloud services.
- Develop data ingestion and transformation pipelines supporting AI/ML and GenAI applications.
- Work with both structured and unstructured data.
- Implement vector search, embeddings, and vector database solutions.
- Build APIs and backend services to expose AI capabilities to enterprise applications.
- Implement monitoring, logging, testing, evaluation, and observability for AI/LLM applications.
- Optimize AI applications for performance, scalability, reliability, security, and cost.
- Troubleshoot production issues and continuously improve AI and data engineering solutions.
- Collaborate with architects, data engineers, software engineers, product teams, and business stakeholders to translate requirements into technical solutions.
- Python strongly preferred for AI/GenAI and data engineering
- C# / .NET
- Java
- JavaScript
- TypeScript
- Strong hands-on experience with AWS or Google Cloud Platform.
- Experience developing and deploying applications/services in a cloud environment.
- Experience with cloud-native architectures and services.
- Azure experience is a plus.
- Experience developing APIs and backend services.
- Experience with databases and distributed/cloud-based systems.
- Understanding of containers, serverless technologies, CI/CD, and DevOps practices is preferred.
- OpenAI / GPT models
- Meta Llama
- Google Gemini
- Open-source LLMs
- LLM APIs and model integration
- Prompt engineering
- Embeddings
- Vector search
- Model evaluation and optimization
- Document ingestion
- Data preprocessing and chunking
- Embeddings
- Vector databases / vector search
- Semantic retrieval
- Context construction
- Prompt orchestration
- Response generation
- RAG evaluation and optimization
- LangChain
- LlamaIndex
- LangGraph
- Other equivalent GenAI frameworks
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