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Machine Learning Specialist - Product Engineering Company

4 - 8 years

25 - 35 Lacs

Posted:2 days ago| Platform: Naukri logo

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Work Mode

Hybrid

Job Type

Full Time

Job Description

Machine Learning Specialist


Key Responsibilities:

  • Design, develop, and deploy machine learning models to forecast clinical supply needs, optimize inventory, and reduce waste.
  • Collaborate with clinical operations, supply chain, and IT teams to identify data sources and integrate ML solutions into existing workflows.
  • Analyze large datasets from clinical trials, logistics systems, and external sources to uncover trends and actionable insights.
  • Develop tools and dashboards to support real-time decision-making and scenario planning.
  • Ensure model performance, scalability, and compliance with regulatory standards (e.g., GxP, 21 CFR Part 11).
  • Stay current with advancements in ML/AI and apply best practices to clinical supply chain challenges.

Qualifications:

  • Masters or PhD in Computer Science, Data Science, Engineering, or a related field.
  • 3+ years of experience in machine learning, data science, or AI, preferably in a healthcare or life sciences setting.
  • Hands-on experience with clinical supply chain processes, including demand forecasting, IRT systems, and logistics planning.
  • Proficiency in Python, R, SQL, and ML frameworks (e.g., scikit-learn, TensorFlow, PyTorch).
  • Strong understanding of statistical modeling, time series forecasting, and optimization techniques.
  • Excellent communication skills and ability to work cross-functionally in a fast-paced environment.

Preferred:

  • Experience with clinical trial data (e.g., EDC, CTMS, IRT).
  • Familiarity with regulatory requirements in clinical research.
  • Knowledge of cloud platforms (AWS, Azure, GCP) and MLOps practices.

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