22 feb
Importante grupo
Estado de México
Our Company Teradata is the connected multi-cloud data platform for enterprise analytics company.
Our enterprise analytics solve business challenges from start to scale.
Only Teradata gives you the flexibility to handle the massive and mixed data workloads of the future, today.
The Teradata Vantage architecture is cloud native, delivered as-a-service, and built on an open ecosystem.
These design features make Vantage the ideal platform to optimize price performance in a multi-cloud environment.
What You'll Do Develop and execute comprehensive test plans and test cases for AI/ML applications.
Perform functional, regression, performance, and security testing of AI/ML functions and cloud infrastructure.
Identify, document,
and track defects in AI/ML functionalities, ensuring thorough testing and validation of functionality performance and accuracy.
Design and implement automated testing frameworks for AI/ML applications and cloud environments.
Collaborate with cross-functional teams to understand requirements and define quality metrics specific to AI/ML systems.
Contribute to CI/CD pipelines, ensuring seamless integration and deployment of machine learning models and applications.
Conduct performance and scalability testing, identify and analyze the bottlenecks for the AI/ML applications to ensure they meet operational requirements.
Advocate for quality throughout the development lifecycle, emphasizing the unique challenges of AI/ML and cloud technologies.
Develop and execute tests to evaluate the performance of AI/machine learning functionalities, including accuracy, precision, recall, and other relevant metrics.
Create and maintain comprehensive documentation of test cases, test scripts, and testing procedures.
Report and communicate testing results and findings to stakeholders.
Stay abreast of industry trends, tools, and methodologies related to AI/ML and cloud testing.
Who You'll Work With The some of the bright minds in the company, who believes diversity, equity and inclusion, working cohesively to deliver high quality, critical and highly visible AI/ML functionality with the Teradata Vantage platform.
You'll be reporting to the Sr.
Manager, Software Engineering.
What Makes You a Qualified Candidate 2+ years industry experience in software development and operating scalable software systems.
Strong knowledge of testing methodologies, tools, and best practices for AI/ML systems.
Strong foundational knowledge of data structures and algorithms.
Proficiency in test automation tools and frameworks (e.g., PyTest, etc.).
Familiarity with AI/ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn) and cloud platforms (e.g., AWS, Azure, Google Cloud).
Experience with data validation, model evaluation, and performance testing of machine learning models.
Proficient in programming languages such as Python, Java, or C# for test script development.
Knowledge of containerization and orchestration tools (e.g., Docker, Kubernetes) is a plus.
Excellent analytical and problem-solving skills.
Strong communication and collaboration abilities.
Familiarity with RDBMS – PostgreSQL, MySQL etc.
What You'll Bring Bachelor's/Master's degree in computer science, Engineering, Data Science, or a related field.
Experience with Python, R.
Familiarity with AI and large language models (LLMs) is a significant plus.
Experience with Kubernetes, docker containers and experience programming languages such as Go is a plus.
Familiarity with RDBMS – PostgreSQL, MySQL etc.
Familiarity with Public Cloud – AWS, Azure, GCP and/or Private Cloud – VMWare is a plus.
Deal well with ambiguous/undefined problems; ability to think abstractly.
Experience working with driving product vision to deliver long term customer and advertiser value.
Willingness to own all stages of development process: requirements,
design, implementation, testing, and operational support.
Knowledgeable with open-source tools and technologies and can use/extend them wherever appropriate to develop solutions.
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