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Machine Learning Expert
3 weeks ago
Job Overview:
We are seeking a skilled Machine Learning Engineer to join our team. As a key member of our engineering group, you will be responsible for designing, developing, and deploying machine learning models on cloud platforms such as AWS or GCP.
Main Responsibilities:
- To design, build, and maintain CI/CD pipelines for ML workflows using GitHub Actions/Jenkins/cloud-native tools.
- To deploy, monitor, and scale ML models on cloud platforms such as AWS (SageMaker, EKS, Lambda) or GCP (Vertex AI, GKE, Cloud Functions).
- To containerize and orchestrate workloads with Docker & Kubernetes; manage infrastructure via Terraform/CloudFormation.
- To implement model registries, feature stores, and observability using MLflow, Feast, Prometheus/Grafana.
- To collaborate with data scientists to operationalize ML models for personalization, recommendations, NLP.
- To proficiently use Python, ML frameworks (Scikit-learn, TensorFlow, PyTorch), and data pipelines (Airflow, Spark, SQL).
- Bonus: experience with real-time ML serving, A/B testing, or media/recommender systems.
Requirements:
- Btech/Mtech degree in Computer Science or related field.
What We Offer:
- A challenging role in a dynamic environment.
- Opportunities for professional growth and development.
- A competitive salary and benefits package.
