Caylent is hiring a
Machine Learning Architect in Brazil

Summary

The job is for a Machine Learning Architect at Caylent, a remote global company specializing in AWS services. The role involves working on ML solutions, participating in daily standup meetings, designing and documenting models, coding when needed, leading engineers, and having weekly 1:1s with the manager.

Requirements

• At least 5 years of hands on experience in most of these ML tools/techniques
• 2 to 3 out of 5 years using SageMaker
• Build ML models in frameworks like Tensorflow & PyTorch and deploy in SageMaker
• Train and deploy AWS pre-trained AI Services and Foundational Models
• Build and optimize models using feature definition, activation functions, hyperparameter tuning and other techniques
• Integrate ML models into real-time applications and batch workflows, recommend better infrastructure design and optimization
• Monitor, evaluate and continuously improve model performance, as well as automate these tasks using one or more tools for MLOps
• Hands on experience in these data engineering tools/techniques
• Data integration, cleansing, transformation, and visualization using Python packages, SQL, PySpark etc
• AWS services such as Glue, EMR, Athena, DynamoDB, StepFunctions, EKS etc
• Experience with an IaC tool such as CloudFormation, CDK or Terraform
• Experience with CI/CD tools
• Excellent written and verbal communication skills

Responsibilities

• Work with a team to deliver top-quality data solutions on AWS for customers
• Participate in daily standup meetings and address technical issues
• Design and document ML models, MLOps, and analytics
• Be able to write code whenever needed and possible
• Lead and help engineers without any direct supervision

Benefits

• 100% remote work
• Generous holidays and flexible PTO
• Competitive phantom equity
• Paid for exams and certifications
• Peer bonus awards
• State of the art laptop and tools
• Equipment & Office Stipend
• Individual professional development plan
• Annual stipend for Learning and Development
• Work with an amazing worldwide team and in an incredible corporate culture