SENIOR MACHINE LEARNING ENGINEER

4 weeks ago


Chennai India Zillwork Full time

Job Description We are hiring an experienced Senior ML Engineer / Applied ML Lead who can: - Build ML systems from scratch - Own the ML architecture end-to-end - Handle NLP, embeddings, and ranking models - Work with geospatial data - Deploy production-grade ML - Guide and mentor junior ML engineers This is a founding-level role with full ownership of ML at Zillwork. Technical: - 48 years experience in Machine Learning - Strong Python (NumPy, Pandas, Scikit-learn) - Deep learning frameworks: PyTorch or TensorFlow - NLP: transformer-based models (HuggingFace, BERT family, XLM-R, Sentence Transformers) - Embeddings + semantic similarity - Vector search: FAISS / Pinecone / Qdrant - Ranking algorithms (learning-to-rank, similarity scoring) - Experience with geospatial data (distance filtering, clustering, geo-features) - Hands-on experience deploying ML in production - Experience building real systems (not academic-only) Nice-to-have: - Experience with multilingual NLP - Experience with ASR/voice pipelines - Experience with recommendation systems - Experience with model optimization for latency - Basic DevOps knowledge (Docker, GPU workloads) Qualifications: - Bachelor's or Master's in CS/AI/DS or equivalent experience - Proven track record of delivering ML systems to production - Ability to work independently - Strong problem-solving + system design mindset - Comfortable in early-stage startup environment



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