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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in developing and maintaining data pipelines on Google Cloud Platform, utilizing tools such as BigQuery, Dataflow, and Cloud Composer. Proficient in Python and SQL for ETL processes, with a strong understanding of machine learning concepts and the integration of AI tools to enhance data engineering productivity.
Highest-signal resume keywords
Google Cloud Platform (GCP)Airflow DevelopmentPython for ETLData AnalysisMachine Learning Integration
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
BigQueryDataflowDataprocCloud StorageSQLPythonETL DevelopmentAPI IntegrationFeature EngineeringVertex AI
Soft Skills
Excellent Communication SkillsFacilitation Skills
Tools & Technologies
Cloud ComposerPub/SubData PipelinesGenerative AI Tools
Industry Keywords
Data EngineeringMachine LearningAI ToolsData AnalysisWorkflow Orchestration
Tech Stack
Tools & technologiesAirflowBigQueryCloudETLGoogle Cloud PlatformJavaPythonSQL
About the role
Key responsibilities & impact- 100% environment on Google Cloud Platform (GCP): BigQuery, Dataflow, Dataproc, Cloud Storage, Pub/Sub, Vertex AI;
- Orchestration with Cloud Composer (managed Airflow on GCP);
- Development of Airflow DAGs (Cloud Composer) for data ETL using Python;
- Development of scripts for data ETL in Dataflow (Java), Dataproc (Python) and BigQuery (SQL);
- Software development to support ETL processes, primarily using Python;
- Development and integration of data pipelines with external APIs and processing of files in multiple formats (JSON, CSV, Parquet, Avro, etc.);
- Development and maintenance of data pipelines for training and inference of Machine Learning and AI models on Vertex AI;
- Ability to perform data analysis to identify and resolve bugs in ETL processes;
- Experience with feature engineering and preparing datasets for ML/AI models;
- Critical evaluation of outputs from generative AI tools applied to data (LLMs, data agents, etc.);
- Knowledge of workflow orchestration with AI agents for automating data processes;
- Experience or interest in integrating LLMs into data pipelines (e.g., enrichment, classification, entity extraction);
- Ability to evaluate, adopt and adapt AI tools to increase data engineering productivity;
- Develop and maintain effective communication, facilitating interaction between Dotz’s Engineering, Data and Business teams.
Requirements
What you’ll need- Education: Bachelor's degree in Computer Science, Engineering or related fields;
- Experience developing and using Airflow (preferably Cloud Composer on GCP);
- Proven software development experience, preferably with public projects on GitHub or similar;
- Strong knowledge of SQL and Python for ETL development;
- Experience with GCP services: BigQuery, Dataflow, Dataproc, Cloud Storage;
- Proven experience in data analysis, preferably in a corporate environment;
- Experience integrating APIs and processing files in multiple formats;
- Familiarity with ML/AI concepts applied to data (feature engineering, training pipelines, inference);
- Experience or knowledge of Vertex AI or equivalent cloud ML platforms;
- Ability to use generative AI tools (LLMs, agents, copilots) to boost day-to-day productivity;
- Excellent verbal and written communication skills;
- Ability to facilitate discussions between different areas and unblock critical issues;
Benefits
Comp & perks- SulAmérica health insurance *
- SulAmérica dental insurance *
- Annual variable compensation (Profit Sharing - PLR) *
- Flexible benefits card: Flash *
- Birthday day off *
- Dotz on your birthday *
- Additional Dotz on work anniversary starting from the second year *
- Discounts at major pharmacy chains *
- TotalPass *
- Childcare assistance *
- Partnership with Open English *
- Partnership with C4life: access specialized support in the following areas: Psychological, Legal, Financial, Social and Pet care *
- Various other initiatives and many Dotz within our "Ganha Mais" program, which aims to bring the best benefits to Dotz employees. Taking care of #OurPeople is one of our main purposes, so we will always be looking to offer the best so we can keep enjoying the journey with passion. *
- #JoinDotz! *
