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Software Engineer – Python (AI)

Software Engineer – Python (AI)

ConfidentialCochin / Kochi / Ernakulam
1 day ago
Job description

Key Responsibilities :

  • Conduct original research on generative AI models, focusing on architectures, training methods, fine-tuning, and evaluation strategies.
  • Build Proof of Concepts (POCs) with emerging AI innovations and assess feasibility for production deployment.
  • Design and experiment with multimodal generative models (text, image, audio, and other modalities).
  • Develop autonomous, agent-based AI systems (agentic AI) capable of adaptive decision-making.
  • Lead the design, training, fine-tuning, and deployment of generative AI systems on large-scale datasets.
  • Optimize AI algorithms for efficiency, scalability, and computational performance using parallelization, distributed systems, and hardware acceleration.
  • Manage data preprocessing and feature engineering, including cleaning, normalization, dimensionality reduction, and feature selection.
  • Evaluate and validate models using industry-standard benchmarks, iterating to achieve target KPIs.
  • Provide technical leadership and mentorship to junior researchers and engineers.
  • Document research findings, model architectures, and experimental outcomes in technical reports and publications.
  • Stay updated with latest advancements in NLP, deep learning, and generative AI, fostering innovation within the team.

Mandatory Technical & Functional Skills :

  • Strong expertise in PyTorch or TensorFlow.
  • Proficiency in deep learning architectures : CNN, RNN, LSTM, Transformers, LLMs (BERT, GPT, etc.).
  • Experience fine-tuning open-source LLMs (Hugging Face, LLaMA 3, BLOOM, Mistral AI).
  • Hands-on knowledge of PEFT techniques (LoRA, QLoRA, etc.).
  • Familiarity with emerging AI frameworks & protocols (MCP, A2A, ACP).
  • Deployment experience with cloud AI platforms : GCP Vertex AI, Azure AI Foundry, AWS SageMaker.
  • Proven track record in building POCs for cutting-edge AI use cases.
  • Preferred Technical & Functional Skills :

  • Experience with LangGraph, CrewAI, or Autogen for agent-based AI.
  • Large-scale deployment of GenAI / ML projects with MLOps / LLMOps best practices.
  • Experience handling scalable data pipelines (BigQuery, Synapse).
  • Strong understanding of cloud computing architectures (Azure, AWS, GCP).
  • Behavioral Attributes :

  • Strong ownership mindset, capable of leading end-to-end project deliverables.
  • Ability to align AI solutions with business objectives and data requirements.
  • Excellent communication and collaboration skills for cross-functional projects.
  • Skills Required

    Pytorch, Tensorflow, Cnn, Rnn, Cloud Computing

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    Software Engineer Python • Cochin / Kochi / Ernakulam

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