Principal Consultant

2 weeks ago

Chennai, Tamil Nadu, India beBeeSoftware Full time ₹ 1,50,00,000 - ₹ 2,50,00,000
Senior Software Engineering Expert

We are seeking a highly skilled software engineer with strong expertise in Python and end-to-end GCP deployments focused on Machine Learning Operations (MLOps).

This role demands deep knowledge across full-stack development, ML Ops, and GCP deployment. Requirements:

  • 7+ years of hands-on experience in Python programming.
  • 5+ years of experience in:
  1. End-to-end GCP deployment.
  2. Machine Learning Operations (MLOps).
Proven full-stack development experience:
  1. Frontend development.
  2. Backend development.
  3. Integration with ML Ops pipelines.
Strong knowledge of:
  1. CI/CD pipelines.
  2. Model deployment.
  3. Monitoring & scaling ML models in GCP.

The ideal candidate will have excellent problem-solving skills, the ability to work independently, and effective communication skills. Experience with Kubeflow, Vertex AI, TensorFlow Extended (TFX), and MLflow is a plus. The right individual will be responsible for designing and implementing end-to-end GCP pipelines for ML models from data ingestion to deployment and monitoring.

Responsibilities:

  • Design and implement end-to-end GCP pipelines for ML models from data ingestion to deployment and monitoring.
  • Develop, test, and maintain high-performance Python applications for scalable machine learning systems.
  • Build and optimize CI/CD pipelines tailored for ML workflows.
  • Collaborate with data scientists, DevOps, and product teams to operationalize ML models.
  • Evaluate and improve cloud security, scalability, and performance monitoring within GCP environments.

Skillset:

GCP Deployment:

  • Compute Engine.
  • Kubernetes (GKE).
  • BigQuery.
  • Cloud Functions.

Machine Learning Tools:

  • Kubeflow.
  • Vertex AI.
  • TensorFlow Extended (TFX).
  • MLflow.

Data Pipelines:

  • Apache Airflow / Google Cloud Composer.
  • Stackdriver.
  • Prometheus.
  • Grafana.

About Us:

We are a cutting-edge technology company looking for talented individuals to join our team. As a Senior Software Engineer, you will play a key role in shaping the future of our products. If you are passionate about innovation, excited about the latest technologies, and eager to learn, we would love to hear from you

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