10 months ago
Islamabad, PakistanStaff+
Responsibilities
- Design, build, deploy, monitor, retrain, and optimize machine learning models and pipelines.
- Develop data preprocessing, feature engineering, model evaluation, and validation workflows.
- Integrate machine learning models into production systems and APIs.
- Define and manage test automation tools, frameworks, methodologies, coverage, resources, licensing, and infrastructure.
- Lead and mentor QA Analysts in delivering maintainable automated test suites on time and on budget.
- Promote shift-left QA, automation-first practices, and automation opportunities across projects and delivery squads.
- Work with DevOps to embed automated testing into CI/CD pipelines.
- Generate test data, set up and validate environments, conduct peer reviews, and manage the automation backlog.
- Contribute to the RMIT QA Community of Practice and assist the QA Manager with ad hoc testing.
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.
Categories
About Kombo
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.