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Apt Resources Private Limited is seeking a highly skilled Machine Learning Lead to spearhead the development and implementation of advanced machine learning models and algorithms. The ideal candidate will have a strong background in machine learning, with a focus on AWS SageMaker, AWS Bedrock, and generative AI solutions.
Key Responsibilities:- Design, develop, and deploy machine learning models and algorithms to solve complex business problems.
- Oversee the end-to-end machine learning lifecycle, including data preprocessing, model training, evaluation, and deployment.
- Utilize AWS SageMaker to build, train, and deploy machine learning models.
- Leverage AWS Bedrock to develop robust and scalable generative AI solutions for various applications.
- Implement MLOps practices, including model monitoring and automation of the training and deployment pipeline.
- Collaborate with cross-functional teams to integrate ML models into production environments and applications.
- Provide technical leadership and mentorship to a team of data scientists and machine learning engineers.
- Communicate complex machine learning concepts and insights to non-technical stakeholders.
- Ensure the integrity and quality of data throughout the machine learning pipeline.
- Stay current with the latest advancements in machine learning, AI, and AWS technologies to continuously improve capabilities.
- AWS SageMaker
- AWS Bedrock
- PyTorch
- TensorFlow
- Scikit-learn
- Statsmodels
- Pandas
- Numpy
- Prophet
- Darts
- Optuna
- Hyperopt
- MLOps
- AutoML
- SQL
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