AI Engineer (HS_Kitchen)
Role Overview
We are seeking a highly skilled AI/ML Engineer with strong expertise in Machine Learning, Deep Learning, and Edge AI Computing. The candidate will be responsible for designing, developing, optimizing, and deploying AI models on resource-constrained edge devices. The role requires deep understanding of ML/DL fundamentals, model optimization techniques, mathematical foundations of neural networks, and hands-on experience with industry-standard AI frameworks and algorithms.
Key Skills for This Role
Full Job Posting
Organization - LG Soft India, Bangalore
Position: AI/ML Engineer – Edge AI Computing Experience: 2-5 Years (can be adjusted based on requirement) Location: Bangalore / Noida Department: AI Research & Development
Job Summary
We are seeking a highly skilled AI/ML Engineer with strong expertise in Machine Learning, Deep Learning, and Edge AI Computing. The candidate will be responsible for designing, developing, optimizing, and deploying AI models on resource-constrained edge devices. The role requires deep understanding of ML/DL fundamentals, model optimization techniques, mathematical foundations of neural networks, and hands-on experience with industry-standard AI frameworks and algorithms.
Key Responsibilities
- Design, develop, train, and optimize Machine Learning and Deep Learning models for edge computing environments.
- Implement and deploy AI solutions on low-resource computing platforms with focus on performance, accuracy, and power efficiency.
- Develop and maintain end-to-end ML pipelines including data preprocessing, feature engineering, model training, validation, and deployment.
- Perform model tuning, optimization, quantization, pruning, and verification for production deployment.
- Apply transfer learning techniques to improve model accuracy and reduce training efforts.
- Evaluate and benchmark AI models for latency, memory consumption, and computational efficiency.
- Collaborate with cross-functional teams to integrate AI algorithms into embedded and edge systems.
- Analyze model performance and continuously improve accuracy, robustness, and scalability.
- Stay updated with the latest advancements in AI, Deep Learning, and Edge Computing technologies.
AI/ML Fundamentals
Strong understanding and hands-on experience in: Machine Learning (ML) Deep Learning (DL) Model Optimization & Verification Transfer Learning Statistical Modeling Predictive Analytics
Machine Learning (ML)
Deep Learning (DL)
Model Optimization & Verification
Transfer Learning
Statistical Modeling
Predictive Analytics
Machine Learning & Deep Learning Frameworks
TensorFlow
PyTorch
Keras
Scikit-Learn
Model Development Experience
Hands-on experience with:
CNN (Convolutional Neural Networks)
LSTM (Long Short-Term Memory)
GRU (Gated Recurrent Unit)
Regression Models
Random Forest
XGBoost
LightGBM
ARIMA/SARIMA Time Series Models
Programming Skills
- Strong Python Programming
- Good C++ Programming Skills
- Experience in algorithm design and optimization
Requirements
- Strong Python Programming
- Good C++ Programming Skills
- Experience in algorithm design and optimization
About LG Electronics
Global leader in technology and innovative electronics manufacturing.
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