Design And Development Engineer

5 days ago

Powai, Maharashtra, India Unified GlobalTech (I) Pvt Ltd Full time ₹ 20,00,000 - ₹ 25,00,000 per year

Location: Base Location: L&T-Powai Maharashtra

Reports To: Manager

Job Summary:

The "Design and Development of AI/ML-based Systems" role is critical for our Product Development, Research & Development. Key responsibilities include, but are not limited to, model selection and optimization, data pipeline development, algorithm implementation, system integration, and performance monitoring.

These projects encompass the full lifecycle from problem definition, data preparation, model validation, deployment, to ongoing monitoring and maintenance.

Responsibilities:

Tool Proficiency: While familiarity with popular AI/ML frameworks (e.g., TensorFlow, PyTorch, scikit-learn) and cloud platforms (e.g., AWS Sagemaker, Google AI Platform, Azure ML) is beneficial.

Deep Learning Architectures: For deep learning projects, thorough knowledge of neural network types (e.g., ANNs, CNNs, RNNs, Transformers), their internal workings, and appropriate application scenarios.

Data Science Principles: Data preprocessing, feature engineering, exploratory data analysis, dealing with missing data, outliers, and imbalanced datasets.

Networking Fundamentals: Demonstrate knowledge of networking principles and their application in integrated systems.

  • Qualifications and Experience:
  • Bachelor of Technology in Mechatronics and Automation
  • Strong knowledge
  • Proficiency in relevant software applications.

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