Senior AI Engineer, ADK GCP

This is a fully remote position, open to applicants in Brazil.

📋 Description

• Design, implement, and enhance the data infrastructure that underpins AI and machine learning (ML) solutions.

• Ensure the availability, quality, and security of data.

• Ingest and transform data for the data lake and Feature Store.

• Develop and facilitate the operationalization of AI and ML models.

• Perform complex analyses and monitor data quality.

⛳️ Requirements

• Experience in constructing optimized data pipelines for machine learning (ML) and artificial intelligence (AI) initiatives.

• Familiarity with ETL/ELT processes for ingesting substantial volumes of data for ML/AI applications.

• Proficiency in programming languages: Python (essential) and R (advantageous).

• Knowledge of AI/ML frameworks: TensorFlow, PyTorch, Scikit-Learn, MLflow.

• Scripting skills in Bash/Shell for workflow automation.

• Proven expertise with Google Gemini.

• Proven expertise with Google ADK.

• Demonstrated experience in developing APIs using Python (at least 3 years).

• Experience with CI/CD and ML workflow automation tools such as MLflow, DVC, and Kubeflow.

• Familiarity with data monitoring and validation tools, including Cloud Logging, Cloud Monitoring, Dynatrace, or Datadog.

• Experience with Airflow, Luigi, or Prefect for orchestrating ML/AI pipelines.

• Knowledge of SQL and NoSQL databases.

• Ability to manage Data Lakes for AI data preparation.

• Understanding of Feature Stores.

• AWS experience with services such as S3, Glue, SageMaker, EC2, Lambda, and Redshift.

• GCP experience with services like BigQuery, Dataflow, Pub/Sub, Dataproc, Cloud Run, Composer, Vertex AI, Cloud Functions, and Dataplex.

• Proficiency in Docker and Kubernetes for deploying and orchestrating AI/ML models.

• Familiarity with Terraform and CloudFormation.

• Capability to implement automated pipelines for training, validation, deployment, and monitoring of AI models.

• Ability to comprehend business requirements and translate them into technical AI solutions.

🏝️ Benefits

• Porto Seguro Medical Plan.

• Porto Seguro Dental Plan.

• Profit Sharing (PLR).

• Childcare Assistance.

• Alelo Meal and Food Vouchers.

• Home Office Allowance.

• Partnerships with Educational Institutions.

• Support for Certifications, including Cloud certifications.

• Livelo Points.

• TotalPass.

• Mindself.