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Senior AI/ML Software Engineer

RENQO RENOVATION LLC
Posted 5 hours ago
🇵🇰Pakistan🏠Remote💰$2.0K–$4.0K📁Engineering & Development
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Summary

We are looking for a Senior AI/ML Engineer to design and build production-grade AI systems, with a strong focus on LLMs, RAG pipelines, and scalable ML infrastructure.



This is a highly client-facing / hands-on engineering role focused on turning AI prototypes into reliable, scalable production systems used in real-world applications.



Important Requirements (Must-Have)



- Must be able to work in or overlap with EST (US Eastern Time) hours

- Strong English communication skills (clear, structured, and responsive communication is essential)

- Comfortable actively participating in technical discussions and explaining design decisions

- Reliable availability and responsiveness during agreed working hours



Compensation



- Monthly budget: $2,000 – $4,000 USD

- Long-term engagement potential based on performance

- Contract-based, remote-friendly role



What You’ll Work On



- Designing and implementing RAG (Retrieval-Augmented Generation) pipelines

- Integrating and optimizing LLMs (OpenAI, Claude, open-source models, etc.)

- Building and maintaining vector search and embedding systems

- Improving latency, cost efficiency, and response quality in production systems

- Developing evaluation frameworks for retrieval accuracy, hallucination, and performance metrics

- Deploying scalable AI services on AWS / GCP / Azure



Required Skills & Experience



- 5+ years of software engineering experience with strong AI/ML production exposure

- Hands-on experience with LLMs and prompt engineering

- Strong experience with vector databases (Pinecone, Weaviate, FAISS, Chroma, etc.)

- Proven experience building RAG-based systems in production

- Strong Python backend engineering skills

- Experience with cloud platforms (AWS / GCP / Azure)

- Understanding of ML evaluation metrics and trade-offs (precision/recall, latency, cost)



Nice to Have



- Experience with LangChain, LlamaIndex, or similar frameworks

- Experience fine-tuning transformer models

- Background in search, NLP, or recommendation systems

- Experience with distributed systems or high-scale APIs

- Experience in enterprise SaaS, healthcare, or finance AI systems



What We’re Looking For

We are looking for engineers who understand both AI models and real-world system constraints. The ideal candidate can balance accuracy, latency, and cost while building maintainable production systems. Strong communication and reliability are just as important as technical depth.

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