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Jr. AI ML Engineer - Kochi

Jr. AI ML Engineer - Kochi

MP DOMINIC AND COKaloor, KL, India
30+ days ago
Job type
  • Quick Apply
Job description

Job Summary (List Format)

Core Responsibilities :

  • Collect, clean, label, and prepare datasets; write reusable data preparation scripts.
  • Train, evaluate, and iterate on ML models for classification, regression, and basic NLP tasks.
  • Perform feature engineering and rigorous model evaluation using relevant metrics.
  • Package trained models as APIs / services and contribute to CI / CD pipelines and monitoring.
  • Write clean, readable, and well-tested Python code and Jupyter / Colab notebooks.
  • Collaborate with product and engineering teams to translate requirements into data experiments.
  • Document datasets, experiments, and key model decisions.

Required Skills :

  • Strong Python programming skills (with pandas, NumPy); basic SQL proficiency.
  • Solid understanding of ML fundamentals : data splits, cross-validation, overfitting, regularization, and key metrics (accuracy, F1, ROC-AUC, RMSE).
  • Experience using scikit-learn and at least one of PyTorch or TensorFlow.
  • Familiarity with Jupyter / Colab environments, Git version control, and virtual environment packaging.
  • Experience handling data formats (CSV, Parquet, JSON) and performing basic data quality checks.
  • Clear written communication skills and a strong habit of experiment documentation.
  • Desirable Skills :

  • Knowledge of NLP basics : tokenization, TF-IDF, embeddings, and Hugging Face tools.
  • Exposure to simple MLOps : Docker, FastAPI / Flask for model inference, and basic CI practices.
  • Familiarity with cloud platforms (AWS, Azure, GCP) and object storage solutions (S3, Blob).
  • Experience with experiment tracking tools (MLflow, Weights & Biases) and basic dashboarding.
  • Understanding of prompt engineering and Retrieval-Augmented Generation (RAG) for LLM tasks.
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    Ai Ml Engineer • Kaloor, KL, India

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