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Data scientist
Simelabs - Digital, AI/ML, Automation, Robotics, Gen AI. • thiruvananthapuram, India
About the Role
Advanced Degree in Statistics, Operations Research, Computer Science, Mathematics, or Machine Learning.
· Proven ability to apply modeling and analytical skills to real-world problems.
· Knowledge of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and statistical concepts (regression, properties of distributions, statistical tests, etc.).
· Solid programming skills 2-3 languages out of R, SQL, Python, Tensor Flow, Py Spark, Java, Java Script or C++.
· Absolutely must have: graduate school level knowledge of Revenue Management models and algorithms.
· Experience (minimum 4 out of 7) with deployment of machine learning and statistical models on a cloud:
1. MLOps within the enterprise CI/CD process for ML models – 2 years
2. Experience deploying ML APIs in production environments in GCP using GKE – 2 years
3. Experience in using GCP Vertex AI for ML and Big Query – 1 year
4. Knowledge in Terraform and Containers...
· Proven ability to apply modeling and analytical skills to real-world problems.
· Knowledge of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and statistical concepts (regression, properties of distributions, statistical tests, etc.).
· Solid programming skills 2-3 languages out of R, SQL, Python, Tensor Flow, Py Spark, Java, Java Script or C++.
· Absolutely must have: graduate school level knowledge of Revenue Management models and algorithms.
· Experience (minimum 4 out of 7) with deployment of machine learning and statistical models on a cloud:
1. MLOps within the enterprise CI/CD process for ML models – 2 years
2. Experience deploying ML APIs in production environments in GCP using GKE – 2 years
3. Experience in using GCP Vertex AI for ML and Big Query – 1 year
4. Knowledge in Terraform and Containers...
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