Talent.com
AI Engineer

AI Engineer

ConfidentialCochin / Kochi / Ernakulam
4 hours ago
Job description

Responsibilities :

  • Build and evaluate prototypes / POCs for generative AI features and ideas.
  • Fine-tune and adapt open-source LLMs and smaller generative models for specific use cases.
  • Collaborate on multimodal experiments involving text, image, and audio data.
  • Implement data preprocessing, augmentation, and basic feature engineering for model inputs.
  • Design and run experiments, define evaluation metrics, perform ablations, log results, and iterate on models.
  • Optimize inference and memory footprint using techniques such as quantization, batching, and basic distillation.
  • Contribute to model training pipelines, scripting, and reproducible experiments.
  • Work with cross-functional teams (product, infrastructure, MLOps) to prepare prototypes for deployment.
  • Write clear documentation, present technical results, participate in code reviews, and share knowledge with the team.
  • Continuously learn by exploring research papers, new tools, and innovative approaches in AI.

Mandatory Technical Skills :

  • Strong Python programming and familiarity with ML tooling (numpy, pandas, scikit-learn)
  • 2+ years hands-on experience with PyTorch and / or TensorFlow for model development and fine-tuning
  • Solid grounding in classical ML and deep learning : supervised / unsupervised learning, optimization, CNNs, RNNs / LSTMs, Transformers
  • Good understanding of algorithms, data structures, numerical stability, and computational complexity
  • Practical experience fine-tuning open models (Hugging Face Transformers, LLaMA family, BLOOM, Mistral, or similar)
  • Familiarity with PEFT approaches (LoRA, adapters, QLoRA basics) and efficiency techniques (mixed precision, model quantization)
  • Comfortable running experiments, logging results (Weights & Biases, MLflow), and reproducing experiments
  • Exposure to at least one cloud ML environment (GCP Vertex AI, AWS SageMaker, Azure AI) for training or deployment
  • Effective communication skills for documentation and cross-team collaboration
  • Skills Required

    Python, Pytorch, Tensorflow, Aws

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    Ai Engineer • Cochin / Kochi / Ernakulam

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