- Own the full ML lifecycle: data prep, feature pipelines, training, deployment, monitoring and automated retraining.
- Build and maintain CI/CD pipelines for ML with containerized deployments (Docker, Kubernetes).
- Design scalable data/ETL workflows (batch & streaming) using PySpark and a workflow orchestrator (e.g., Airflow).
- Set up a feature store and model registry for reproducible, governed model delivery.
- Implement model monitoring and drift detection (data drift, concept drift, performance decay) and trigger retraining.
- Build observability for model and API health — metrics, logs, alerts, dashboards.
- Optimize cloud/infrastructure costs (autoscaling, spot instances, right-sizing) and track cost per model.
- Enforce ML governance — versioning, lineage, audit logs, and compliance requirements.
- Experience with streaming data (Kafka / Flink).
- Familiarity with feature stores (e.g., Feast).
Skills Required
- Hands-on experience owning the end-to-end machine learning lifecycle, including data preparation, training, deployment, monitoring, and retraining.
- Experience building CI/CD pipelines for machine learning with Docker and Kubernetes.
- Experience designing batch and streaming ETL workflows using PySpark and a workflow orchestrator such as Airflow.
- Experience implementing model monitoring, drift detection, observability, versioning, lineage, audit logs, and ML governance.
- Experience with streaming data technologies such as Kafka or Flink.
- Familiarity with feature stores such as Feast.
What We Do
LenDenClub is a leading Peer-to-Peer (P2P) Lending platform that provides an alternate investment opportunity to investors or lenders looking for high returns with creditworthy borrowers looking for short-term personal loans. With 20lakh+ investors on board, LenDenClub has become a one-stop investment solution. LenDenClub’s FMPP has delivered returns above 11% p.a. to its investors in the past 3 months. It is a preferred alternative investment avenue over traditional asset classes. Moreover, it is safeguarded by market volatility and inflation. Therefore, investing with LenDenClub is a great way to diversify your investment portfolio. P2P investment is subject to risks. And investment decisions taken by a lender on the basis of this information are at the discretion of the lender, and LenDenClub does not guarantee that the loan amount will be recovered from the borrower.
