AWS Machine Learning- Engineer
Bangalore North, India
Atribs Metscon Group
Founded in the bustling metropolis of Dubai in 2004, Atribs Metscon Group stands as a beacon of innovation and excellence in the realm of technology and business solutions. For over two decades, we have been dedicated to empowering enterprises...- Bachelor’s degree in computer science or related field with a
minimum 5 years of relevant experience.
- Experience in designing and implementing ML
architecture on AWS using SageMaker with a minimum of 3 years.
- Must have experience in Banking IT.
- Must have technical experience in
- Amazon Web Services
- Hands-on experience in AWS SageMaker
- Serverless architecture concept understanding
- Execution of end-to-end ML pipeline and CI/CD
implementation.
- Operationalizing and monitoring of models,
beyond predictions concepts.
- Experience with CI/CD tools and practices like
GitLab CI, Jenkins, or Bitbucket.
- Experience in Infrastructure-as-code (IaC) tools
like Terraform and Ansible.
- Experience in version control tools like Git,
GitHub, and MLFlow.
- Familiar with AWS services such as SageMaker, S3,
EC2, IAM, VPC, Lambda, and ECS.
- Familiar with pipelining tools such as Step
Functions, SageMaker Pipelines and Data Wrangler, serverless architecture.
- Experiences related to machine learning, deep
learning, NLP, GNN, or distributed training.
- Experience defining system architectures and
exploring technical feasibility trade-offs.
- Knowledge of model interpretability and
explainability techniques.
- Experience optimizing for short term execution
while planning for long term technical capabilities.
- Experience with productionizing,
operationalizing, and monitoring machine learning models.
- Excellent collaboration skills and ability to
work concisely when under pressure.
- Ability to think clearly, analyze quantitatively,
problem-solver, scope technical requirements, and prioritize tasks.
- Certification in AWS Cloud is preferred.
- Strong verbal and written communication skills is a must.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
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Categories:
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Tags: Ansible Architecture AWS Banking Bitbucket CI/CD Computer Science Deep Learning EC2 ECS Git GitHub GitLab Jenkins Lambda Machine Learning MLFlow ML models NLP Pipelines SageMaker Step Functions Terraform
Region:
Asia/Pacific
Country:
India
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