Senior Data Engineer - Bengaluru, India - Wipro

Description

Location:Bangalore/Pune/Kolkata

Experiance-6Y-13Y

JD:

JD :

Position: Senior Data Engineer (GenAI)

Should have

• Total 6+ years of experience with designing and implementing AI/ML model, out of which minimum 2+ years on implementing GenAI based solutions.
• Strong implementation expertise around foundation models like computer vision models (ResNet, EfficientNet, YOLO) and Generative Model Transformers (GANs, VAEs) to augment the intelligence of low latency predictive algorithms.
• Experience in development and deployment of Models in battery powered Compute Devices having GPUs/TPUs/NPUs accelerators for offline training and inferencing.
• Experience with deploying and fine tuning Large Multi-modal models with capability of audio synthesis, generative image and video.
• Conversant with Quantization, Speculative Decoding, Kernel Fusion, CoT, RAG, PeFT.
• Conversant with model evaluation techniques and benchmarks.
• Conversant with design, develop, and optimize data pipelines for ingesting, processing, and transforming large-scale data from various sources (structured and unstructured).
• Create and maintain data models that align with ML requirements.
• Deploy ML models (Computer Vision, NLP) into production systems and operationalize MLOps.
• Knowledge of ML frameworks (TensorFlow, PyTorch, OpenCV) and familiarity with deep learning concepts is a must.
• Experience with cloud platforms (e.g., AWS, GCP, Azure) and containerization (Docker, Kubernetes).
• Strong proficiency in Python, SQL, and ETL tools (e.g., Apache Spark, Airflow).