SENIOR MACHINE LEARNING ENGINEER

7 days ago

tamil nadu, India Zillwork Full time

We are hiring an experienced Senior ML Engineer / Applied ML Lead who can:Build ML systems from scratchOwn the ML architecture end-to-endHandle NLP, embeddings, and ranking modelsWork with geospatial dataDeploy production-grade MLGuide and mentor junior ML engineersThis is a founding-level role with full ownership of ML at Zillwork.Technical:4–8 years experience in Machine LearningStrong Python (NumPy, Pandas, Scikit-learn)Deep learning frameworks: PyTorch or TensorFlowNLP: transformer-based models (HuggingFace, BERT family, XLM-R, Sentence Transformers)Embeddings + semantic similarityVector search: FAISS / Pinecone / QdrantRanking algorithms (learning-to-rank, similarity scoring)Experience with geospatial data (distance filtering, clustering, geo-features)Hands-on experience deploying ML in productionExperience building real systems (not academic-only)Nice-to-have:Experience with multilingual NLPExperience with ASR/voice pipelinesExperience with recommendation systemsExperience with model optimization for latencyBasic DevOps knowledge (Docker, GPU workloads)Qualifications:Bachelor’s or Master’s in CS/AI/DS or equivalent experienceProven track record of delivering ML systems to productionAbility to work independentlyStrong problem-solving + system design mindsetComfortable in early-stage startup environment

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