AI Engineer - INTL India
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Role details
Tech stack
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Job description
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Design, build, and deploy AI/ML solutions leveraging LLMs, NLP, forecasting, personalization, and generative AI use cases.
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Translate business problems into technical designs, model architectures, and scalable services.
Model Development & Optimization:
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Implement and train deep learning models (e.g., transformers, sequence models) using PyTorch/TensorFlow.
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Run experiments, hyperparameter tuning, and evaluation; document results and recommendations.
Production Integration:
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Work with ML Ops to operationalize models through CI/CD, model registries, and repeatable training pipelines.
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Develop APIs and batch scoring jobs; ensure performance, latency, and cost targets.
Governance & Responsible AI:
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Apply responsible AI practices: bias assessment, explainability where needed, and model risk documentation.
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Ensure compliance with data privacy, security, and internal standards.
Requirements
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5-8+ years of hands-on experience in AI/ML engineering or applied machine learning.
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Expert Python and strong software engineering practices (testing, packaging, code review).
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Expertise with NLP/LLMs.
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Experience deploying models to production (batch and/or real-time) in cloud environments (Azure preferred).
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Strong understanding of model evaluation, monitoring concepts, and data/feature quality.
Desired Skills:
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Experience with Azure Machine Learning, Databricks, MLflow, and vector databases.
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Experience building retrieval-augmented generation (RAG) systems and prompt evaluation.
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Strong communication skills with ability to explain technical concepts to business stakeholders.
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