Machine Learning Engineer

6 days ago

Thrissur R S Thrissur Kerala, India Zen Meraki Private Limited Full time

We're looking for a skilled Machine Learning Developer to design and deploy intelligent classification and analytics systems for a data-intensive enterprise platform in the financial domain.

You'll work on NLP-driven models, vector-based similarity systems, and data pipelines that process large-scale structured and unstructured datasets.

Key Responsibilities

  • Build and fine-tune ML/NLP models for text classification, semantic matching, and entity recognition.
  • Develop scalable data pipelines for ingesting, cleaning, and transforming large datasets.
  • Implement vector search systems using modern embedding techniques.
  • Collaborate with backend engineers to integrate ML APIs into production systems.
  • Optimize model performance, latency, and accuracy for large-scale deployments.
  • Research and experiment with state-of-the-art models (transformers, sentence embeddings, etc.).
  • Maintain clear documentation and contribute to continuous model monitoring and improvement.

Requirements

  • Strong proficiency in Python and ML frameworks (PyTorch, TensorFlow, or scikit-learn).
  • Solid understanding of NLP concepts — tokenization, embeddings, transformers, semantic similarity.
  • Experience with FastAPI/Flask, MongoDB/PostgreSQL, and data-processing libraries (Pandas, NumPy).
  • Familiarity with vector databases (FAISS, Qdrant, Pinecone) and semantic search.
  • Strong debugging, optimization, and data-handling skills.
  • Experience deploying ML models in real-world production environments.

Nice to Have

  • Background in finance, insurance, or risk analytics (preferred but not mandatory).
  • Familiarity with MLOps, cloud environments (AWS, GCP, Heroku).
  • Exposure to retrieval-augmented generation (RAG) or hybrid rule + ML systems.

Why Join Us

  • Work on high-impact ML applications that solve complex real-world problems.
  • Fast-paced, innovation-driven environment with ownership opportunities.
  • Flexible remote work and collaborative team culture.

Job Type: Full-time

Pay: ₹10, ₹25,767.13 per month

Work Location: In person

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