Relanto - Senior AI/ML Engineer - AWS
4 weeks ago
Position : Sr. AIML Engineer-AWS
Experience : 4+ Years
Location : Type : Permanent
Overview :
We're looking for an experienced individual (4-10 years) to build and maintain cloud-based APIs and AI/ ML models.
You'll work with AWS services and focus on creating reliable, scalable systems.
Responsibilities :
- Design, develop, train, and evaluate AI/ML models using appropriate algorithms and techniques.
- This includes feature engineering, model selection, hyperparameter tuning, and performance optimization.
- Develop and maintain RESTful APIs to expose AI/ML models for consumption by other applications.
- Utilize various AWS services (e., SageMaker, Lambda, EC2, S3, API Gateway) to build and deploy AI/ML solutions in the cloud.
- Deploy and manage AI/ML models in production environments, ensuring scalability, reliability, and performance.
- Implement model monitoring and retraining strategies.
- Work with data engineers to collect, clean, and prepare data for model training and evaluation.
- Develop data pipelines for efficient data processing.
- Contribute to the design and architecture of cloud-based AI/ML systems, considering factors such as scalability, security, and cost optimization.
- Write clean, efficient, and well-documented code.
- Implement unit and integration tests to ensure code quality.
- Collaborate effectively with other engineers, data scientists, and stakeholders.
- Communicate technical concepts clearly and concisely.
- Stay up-to-date with the latest advancements in AI/ML and cloud computing.
- Explore new technologies and techniques to improve our AI/ML solutions.
Qualifications :
- Bachelor's or Master's degree in Computer Science, Machine Learning, or a related field.
- 4+ years of experience in developing and deploying AI/ML models.
- Strong understanding of AI/ML principles, algorithms, and techniques.
- Hands-on experience with AWS services relevant to AI/ML (SageMaker, Lambda, EC2, S3, API Gateway).
- Proficiency in programming languages such as Python.
- Experience with API development and integration (RESTful APIs).
- Strong understanding of software engineering principles and best practices.
- Excellent problem-solving and analytical skills.
- Ability to work independently and as part of a team
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