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Senior Data Scientist

1 month ago

tamil nadu, India Wavicle Data Solutions Full time
Primary Skills: computer vision, artificial intelligence, Python, R, SQL, or Bash.
Secondary Skills: PyTorch, TensorFlow, and Keras.
Location: Coimbatore/Chennai
Roles & Responsibilities
• 5+ years of industry work experience in computer vision, object detection, pattern recognition, artificial intelligence, automation, and/or vision processing.
• Experience with programming languages (e.g., Python, R, SQL) and tools (e.g., TensorFlow, PyTorch, distributed training/inference with Spark) in the ML toolkit.
• Knowledge of CUDA, OpenCL, OpenGL, and OpenCV.
• Proficient in at least one of PyTorch (Preferable), TensorFlow, and Keras.
• Experience with designing and developing popular - highly scalable, distributed ML models and open-source projects.
• Knowledge of text detection & OCR, human/face detection, generative models, video analytics, and model compression/optimization.
• NLP techniques to process text, image processing techniques, and perform entity extraction.
• Very good understanding and knowledge of Statistical and ML Concepts.
• Statistics
· EDA (Univariate/ Bivariate/ Multivariate Analysis)
· Hypothesis Testing
· Regression/ Classification and Unsupervised Approaches
· Algorithms (Generic and Bayesian)
· Ensemble approaches
· Evaluation techniques
• Must have worked on one of the MLOps Tools - MLFlow, Kubeflow, DVC, etc.
• Must have deployed code on one of the Cloud Platforms - Azure, AWS, GCP, etc.
• Must have worked on one of the frameworks – Flask, FastAPI, Docker, Kubernetes etc.
• Must have experience on one of the exports - PMML, Pickle, ONNX, etc.
• Good team player and excellent written and verbal technical communication skills
Industry Type: Analytics / CV / DS
Functional Area: Data Science
Employment Type: Full-Time, Permanent
Role Category: Data Analytics
Education: MS / PhD in engineering or quantitative discipline (e.g., Statistics, Mathematics, Computer Science, etc