Kombo

TM Machine learning 50

Kombo
Apply
10 months ago
Islamabad, PakistanStaff+

Responsibilities

  • Define, implement, and manage test automation tools, frameworks, and methodologies.
  • Lead QA Analysts in delivering maintainable, robust automated test suites on time and within budget.
  • Define test automation coverage for new initiatives and business-as-usual activities.
  • Promote shift-left QA practices across solution design and delivery.
  • Estimate automation resources, licensing, and infrastructure needs.
  • Partner with DevOps to embed automated testing into CI/CD pipelines.
  • Manage test automation tools and identify new automation opportunities.
  • Use automation tools to generate test data and set up and validate environments.
  • Conduct peer reviews of development work.
  • Mentor QA Analysts and contribute to the RMIT QA Community of Practice.
  • Assist the QA Manager with ad hoc testing duties.
  • Design, build, deploy, monitor, and retrain machine learning models and pipelines.
  • Develop preprocessing, feature engineering, model evaluation, and production API integration workflows.

Requirements

  • Bachelor’s degree in Computer Science, Data Science, Engineering, or a related field.
  • Strong understanding of supervised, unsupervised, and deep learning algorithms.
  • Proficiency in Python, TensorFlow, PyTorch, and Scikit-learn.
  • Experience with Pandas and NumPy for data processing.
  • Knowledge of SQL and data storage systems.
  • Understanding of model evaluation metrics and validation techniques.
  • Experience leading or mentoring QA Analysts and implementing test automation is required by the stated responsibilities.

Tech Stack

NumPyPandasPythonPyTorchscikit-learnSQLTensorFlow

Categories

Kombo

About Kombo

51-200 employees

Kombo builds a unified API that lets developers integrate with HRIS, ATS, and payroll systems through a single connection, covering 100+ providers. The company sells its integration platform to HR and workforce software vendors and internal developer teams. Founded in 2022 and headquartered in New York, it is privately held and backed by a Series A round.

Contact me