Senior Data Engineer

1 month ago


Bengaluru, India Wipro Full time
Location:Bangalore/Pune/KolkataExperiance-6Y-13YJD:JD :Position: Senior Data Engineer (GenAI)

Should haveTotal 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).


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