Machine Learning Architect for Cloud-Based Solutions
hace 1 día
We are seeking a highly skilled Machine Learning Architect to lead the design, development, and deployment of cloud-based machine learning solutions. As a key member of our team, you will oversee the end-to-end machine learning lifecycle, including data preprocessing, model training, evaluation, and deployment.
About Us
At LatamCent, we are transforming the way companies develop breakthrough roadmaps leveraging Cloud-Based Technologies to boost efficiency, ensure compliance, deliver actionable insights and lower cost of total ownership.
Key Responsibilities:
- Lead the design, development, and deployment of 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.
- Develop and implement generative AI solutions to enhance business processes and customer experiences.
- 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.
Requirements:
- Minimum of 7 years of hands-on experience in machine learning and data science roles, with significant experience in leading and managing ML projects.
- Proven track record of successfully delivering end-to-end machine learning solutions from concept to production deployment.
- Extensive expertise in AWS services such as SageMaker, AWS Bedrock, and other AI/ML tools.
- Strong proficiency in Python and familiarity with machine learning libraries such as TensorFlow, PyTorch, and Scikit-Learn.
- Experience with MLOps practices, including model monitoring, deployment automation, and CI/CD pipelines.
- Demonstrated ability to design and implement scalable and efficient machine learning architectures in cloud environments.
- Deep understanding of data engineering, feature engineering, and data preprocessing techniques.
- Experience with AutoML, hyperparameter tuning, and model optimization techniques.
- Leadership skills with the ability to lead and mentor a team of data scientists and machine learning engineers effectively.
What We Offer:
- $4000 USD monthly salary.
- Full-time remote work flexibility.
- Opportunity for professional growth.
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