Machine Learning Engineer with an Agentic Focus
IndiaFull-time1–4 yrsPosted 1 week ago
Junior data science role at High 5 Games. Needs 1+ years.
About the role
We are looking for a Machine Leaning Engineer (MLE) to design, build, and optimize our machine learning operation. You will play a crucial role in scaling AI models from research to production, ensuring smooth model deployment, monitoring, and lifecycle management across our Google Cloud Platform (GCP) infrastructure.
What you'll do
- Design, develop, and deploy machine learning models and solutions, leveraging tools such as LangGraph and MLflow for orchestration and lifecycle management
- Collaborate on building and maintaining scalable data and feature pipeline infrastructure for real time and batch processing using tools like BigQuery, BigTable
- Develop and implement robust strategies for model monitoring and observability to detect model drift, bias, and performance degradation
- Optimize ML model inference performance to improve latency and cost-efficiency of AI applications
- Ensure the overall reliability, performance, and scalability of the ML models and data infrastructure platform
What you need
- Machine learning
- Python
- Scikit-learn
- ETL
- BigQuery
- Airflow
Good to have
- TensorFlow
- PyTorch
- GCP
- Kubernetes
- Docker
- MLOps