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AI Engineering Lead

Prudential
Bengaluru, IND
Full-time
Senior
Onsite
Discovered 2 weeks ago
PythonTensorFlowPyTorchScikit-learnMLOpsCI/CD
Free

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PythonTensorFlowPyTorch
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AI Solution Development

Design, develop, and deploy machine learning and AI models (e.g., NLP, predictive analytics, GenAI use cases) aligned with product objectives

Translate business problems into AI/ML solutions with clear success metrics

Product Integration

Embed AI capabilities into product features and workflows within the delivery squad

Collaborate with backend/frontend engineers to ensure scalable and reliable deployment

Model Lifecycle Management

Build and maintain end-to-end ML pipelines (data ingestion, training, evaluation, deployment, monitoring)

Ensure continuous improvement through model retraining and performance tuning

Data & Engineering Collaboration

Work with data engineers to define data requirements, pipelines, and data quality standards

Ensure proper feature engineering and dataset governance

Risk, Governance & Responsible AI

Ensure AI solutions comply with enterprise standards on security, privacy, and responsible AI usage

Document models, assumptions, and limitations clearly

Job Qualification

  • Strong experience in Python and AI/ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn)
  • Experience with GenAI / LLMs (e.g., prompt engineering, RAG architectures, API-based models)
  • Familiarity with MLOps practices (CI/CD, model deployment, monitoring)
  • Experience working with cloud platforms (Azure preferred, AWS/GCP acceptable)
  • Knowledge of data engineering concepts (SQL, data pipelines, APIs)
  • Proven track record of delivering AI solutions in production environments
  • Experience working in agile, squad-based delivery models
  • Strong problem-solving mindset with a focus on business impact
  • Ability to work in fast-paced, iterative delivery environments
  • Effective collaboration across engineering, product, and business teams
  • Curiosity and drive to continuously learn emerging AI technologies
  • Prudential is an equal opportunity employer. We provide equality of opportunity of benefits for all who apply and who perform work for our organisation irrespective of sex, race, age, ethnic origin, educational, social and cultural background, marital status, pregnancy and maternity, religion or belief, disability or part-time / fixed-term work, or any other status protected by applicable law. We encourage the same standards from our recruitment and third-party suppliers taking into account the context of grade, job and location. We also allow for reasonable adjustments to support people with individual physical or mental health requirements.

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