AVP, Data Pak

18 hours ago

Pakistan Mashreq Bank Full time 1,200,000 - 3,600,000 per year
Description

To lead and deliver AI initiatives with a focus on both traditional machine learning and cutting-edge generative AI. The role demands strong engineering capabilities to build, scale, and productionize models that drive business transformation, operational efficiency, and customer experience. 

Responsibilities
  • Develop and deploy machine learning models for classification, regression, clustering, and anomaly detection across business domains.
  • Design and fine-tune generative AI models (e.g., LLMs, transformers, diffusion models) for applications such as document summarization, synthetic data generation, intelligent assistants, and automated content creation.
  • Build robust data pipelines and model serving infrastructure using MLOps best practices to ensure scalability, reliability, and maintainability.
  • Collaborate with cross-functional teams to identify AI opportunities and translate business needs into technical solutions.
  • Ensure compliance with AI governance, risk strategy, and ethical standards.
  • Mentor junior data scientists and contribute to the AI Center of Excellence.
Qualifications
  • Master's or PhD in Computer Science, Machine Learning, or related field.
  • 7+ years of experience in AI/ML, including 2+ years in generative AI.
  • Strong engineering skills in Python, SQL, and cloud platforms (Azure, AWS, GCP).
  • Experience with MLOps tools (e.g., MLflow, Kubeflow, Airflow) and containerization (Docker, Kubernetes).
  • Proficiency in deep learning frameworks (PyTorch, TensorFlow) and LLMs.
  • Strong understanding of prompt engineering, fine-tuning, and model evaluation.
  • Excellent communication and stakeholder engagement skills.

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