ML / Data Engineer

Ideas Private Limited · karachi division, sindh, Pakistan

Location
karachi division
Job Type
Full-time
Posted
June 01, 2026

Job Description

ML / Data Engineer

Karachi

Apply before Jun 13, 2026

Responsibilities

  • Design and implement end-to-end data pipelines (ETL/ELT) using Apache Spark, Airflow, or dbt.
  • Collect, clean, label, and version datasets for ML model training.
  • Train, evaluate, and iterate on ML/DL models (classification, regression, NLP, CV).
  • Export and optimize models for mobile deployment (TF Lite, ONNX, CoreML conversion).
  • Set up and maintain MLOps infrastructure: experiment tracking, model registry, and monitoring.
  • Build data warehouses and feature stores to support real-time and batch inference.
  • Monitor production model performance and trigger retraining pipelines on data drift.
  • Document datasets, model cards, and pipeline architecture.
  • Leverage AI coding assistants and LLM APIs (Claude, Gemini, ChatGPT) to accelerate data analysis, model debugging, and pipeline scripting.
...

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