Java Full Stack Engineer with AI

Location : Pan India - onsite

Joining : Immediate Joiner

Experience : 6+ years of experience

Interview : F2F interview at Client office.

Job Description :

- Java + AI/ML role required with at least 6+ years of industry experience on Java, Spring Boot, Spring Data & at least 2 years of AI/ML project / professional experience.

- Strong experience in building and consuming REST APIs and asynchronous messaging (Kafka/RabbitMQ).

- Advanced proficiency in scripting languages such as Python and Bash to support automation and system integration efforts.

- Working experience in integrating AI/ML models into Java services or calling external ML endpoints (REST/gRPC).

- Understanding of ML lifecycle : training, validation, inference, monitoring, and retraining.

- Familiarity with tools like TensorFlow, PyTorch, Scikit-Learn, or ONNX.

- Prior experience in domain-specific ML implementations (e.g., fraud detection, recommendation systems, NLP chatbots)

- Experience working with data formats like JSON, Parquet, Avro, and CSV.

- Solid understanding of database systems both SQL (PostgreSQL, MySQL) and NoSQL (Redis).

- Integrate machine learning models (batch and real-time) into backend systems and APIs.

- Optimize and automate AI/ML workflows using MLOps best practices.

- Monitor and manage model performance, versioning, and rollbacks.

- Collaborate with cross-functional teams (DevOps, SRE, Product Engineering) to ensure seamless deployment.

- Exposure to MLOps tools like MLflow, Kubeflow, or Seldon.

- Experience with any 1 of the cloud platforms, preferably AWS & Knowledge of observability tools & its metrics, events, logs, and traces (for e.g., Prometheus, Grafana, Open Telemetry, Splunk, Data Dog, App Dynamics, etc