ML Engineer

About the Role:

We are looking for an ML Engineer to build the machine learning and data foundations that power our AI platform. While AI Developers create intelligent applications, ML Engineers ensure those applications are accurate, scalable, and continuously improving.

You will design and optimize embedding pipelines, retrieval systems, evaluation frameworks, and data pipelines that enable high-performing AI solutions. This role is ideal for someone who enjoys solving data-intensive problems, measuring model performance, and using experimentation to improve AI systems.

As AI continues to evolve, you will continuously evaluate new models, embedding techniques, retrieval strategies, and ML approaches to ensure our platform remains accurate, productive, and future-ready.

Responsibilities:
1. Design, build, and maintain machine learning pipelines supporting AI applications.
2. Develop and optimize embedding pipelines, vector databases, and Retrieval-Augmented Generation (RAG) infrastructure.
3. Build evaluation frameworks to measure retrieval quality,



response accuracy, relevance, latency, and overall AI system performance.
4. Improve search relevance through chunking strategies, reranking, metadata filtering, and retrieval optimization.
5. Analyze production data to identify opportunities for improving AI quality and user experience.
6. Design experiments, evaluate results, and make data-driven recommendations.
7. Develop monitoring and observability for AI systems, including model performance, embeddings, retrieval metrics, and data quality.
8. Collaborate with AI Developers to improve chatbot accuracy and reliability.
9. Evaluate emerging ML techniques, embedding models, and AI infrastructure technologies for business adoption.
10. Establish best practices for ML engineering, experimentation, and model lifecycle management.

Experience & Qualifications:

1. 2 - 4 years of experience in Machine Learning, Applied AI, Data Science, or Software Enginee

📌 Machine Learning Engineer (Hyderabad)
🏢 Haystek Technologies
📍 Hyderabad