Engineer, Machine Learning, Generative AI
Deroyque IT
AWSAzureCloudGoogle Cloud PlatformGraphQLPandasPySparkSQL
Mid-level Machine Learning Engineer
ClearSale
full-time
Posted on:
Location Type: Remote
Location: Remote • Brasil
Visit company websiteJob Level
Mid-LevelSenior
Tech Stack
AzureCloudPySparkPythonSparkSQL
About the role
- Work collaboratively with Data Scientists and Data Engineers to build MLOps tools;
- Deploy, optimize, and maintain features and statistical models in production;
- Assist in deploying features and models;
- Support the optimization and maintenance of features and models;
- Monitor features and models in production;
- Maintain frequent communication with the Data Science and Data Engineering teams;
- Participate in the development and evolution of the model production pipeline;
- Anticipate risk scenarios that could impact business models while maintaining predictive algorithms;
- Contribute to building accurate diagnostics during process failures.
Requirements
- Completed bachelor's degree;
- Knowledge of Python and SQL;
- Basic concepts of DevOps and CI/CD pipelines;
- Basic concepts of API development and debugging;
- Basic knowledge of code versioning techniques (Git);
- Basic knowledge of statistical inference: probability theory and sampling techniques;
- Nice-to-haves:
- Past experience in Software Engineering or Machine Learning Engineering (MLE);
- Past experience in Data Science and/or Data Engineering;
- Knowledge of Spark SQL and/or PySpark;
- Experience building APIs;
- Cloud experience, especially Databricks and/or Azure.
Benefits
- PLR (Profit Sharing);
- Meal voucher or food allowance;
- Childcare assistance for children up to 4 years and 11 months;
- Life insurance;
- Gympass;
- Sesc;
- Alelo multi-benefit card – (discounts on purchases at participating merchants, including medications at various pharmacy chains);
- Medical and dental assistance (Bradesco).
- Additional benefits and activities available at ClearSale:
- Theater classes;
- Educational support for undergraduate and postgraduate studies;
- Eu Saudável program (health and wellness support);
- Primeiros Laços program (pregnancy support);
- Extended maternity and paternity leave;
- Talks on personal and professional development.
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
PythonSQLDevOpsCI/CDAPI developmentGitstatistical inferenceprobability theorysampling techniquesSpark SQL
Soft skills
collaborationcommunicationrisk assessmentproblem-solving
Certifications
bachelor's degree