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MLOps Engineer

3 months ago

Bengaluru, Karnataka, India Valiance Analytics Pvt. Ltd. Full time
About the Company:

Valiance is a renowned global AI and Data analytics company that assists clients in developing innovative technology solutions for digital transformation.


Working with leading brands in India, the US, and APAC, we specialize in creating game-changing solutions for Credit Risk, Fraud Detection, Predictive Maintenance, Quality Inspection, Data Management, and IOT analytics.

Our team consists of over 120 professionals with expertise in Machine Learning, Data Engineering, and Cloud technologies.

Required Technical and Professional Expertise:

  • Minimum 1 year of experience in building top-notch software for production environments.
  • Proficiency in MLOps and hands-on experience with Kubeflow and Google Cloud Functions.
  • Familiarity with model management systems and their architecture.
  • Solid understanding of Docker basics.
  • Knowledge of object-oriented programming (OOP) principles with practical involvement in class and module interactions.
  • Collaboration with data engineers and data scientists for feature development to containerize and establish deployment pipelines for new modules.
  • Advanced software engineering abilities in complex, multi-language systems.
  • Proficiency in Python programming.
  • Development and maintenance of tools for deployment, monitoring, and operational tasks.
  • Creation, implementation, and oversight of processes and tools for continuous integration (CI/CD), test-driven development, and release management for ML/DL models (Machine Learning and Deep Learning-based) and data workflows.


Personal Skills:

  • Excellent written and verbal communication skills.
  • Capability to handle stakeholders' expectations and perform effectively in high-pressure scenarios.
  • Demonstration of strong dedication and commitment to ensuring customer success.
  • Team player with the ability to deliver high performance, adapt in a dynamic environment, and lead when required.