Docker and Kubernetes

Python programming

CI/CD pipelines and tools (Jenkins, GitLab CI, GitHub Actions)

Cloud platforms (AWS, GCP, Azure)

Infrastructure as Code (Terraform, CloudFormation, Ansible)

Machine Learning frameworks (TensorFlow, PyTorch, scikit-learn)

Data pipeline tools (Apache Airflow, Spark, Kafka)

Monitoring and logging (Prometheus, ELK, Datadog, New Relic)

Git and version control systems

SQL and NoSQL databases

API development and REST services

Linux/Unix system administration

Model serving platforms (TensorFlow Serving, KServe, Seldon Core)

ML experiment tracking tools (MLflow, Weights & Biases, Neptune)

Strong problem-solving and analytical abilities

Excellent communication and collaboration skills

Ability to work effectively in cross-functional teams

Self-motivated with strong attention to detail

Proactive approach to identifying and resolving issues

Adaptability and willingness to learn new technologies

Project management and organizational skills

Ability to mentor and guide junior team members

Strong documentation practices

Customer-focused mindset and service orientation