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Wavicle Data Solutions | Senior Data Scientist | coimbatore

2 months ago

coimbatore, 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