Lead Engineer- Java FS with Streaming

2 days ago

Chennai, Tamil Nadu, India Prodapt Solutions Full time ₹ 12,00,000 - ₹ 24,00,000 per year

Overview

We are looking for a skilled and motivated Lead Engineer to join the Cosmos.AI platform team, focusing on development of data driven AIML. You will design and build highly performant backend systems to serve features at low latency, includes feature store, streaming, vector search and graph compute platforms, ensure consistency between training and inference environments, and integrate with a set of data storage and computation layers. This is a high-impact role on a technically ambitious team, working at the intersection of AI, big data, and platform engineering.

Responsibilities

  • Design, build, and maintain robust, scalable backend services for AI/ML Feature platform using Java, Spring Boot, and modern cloud-native technologies.
  • Develop APIs and runtime systems to support low-latency, multi-modal feature serving (aggregation, structured, vector, time-series, graph-based, etc.).
  • Implement AI/ML computation applications, both real-time and batch, integrating with streaming platforms (e.g., Kafka, Dataproc) and storage.
  • Ensure data/feature consistency and parity between online and offline environments to avoid training/serving skew.
  • Optimize system performance through caching strategies, asynchronous processing, and storage selection tailored to feature types.
  • Build and maintain integration layers with upstream data producers and downstream model inference consumers.
  • Implement monitoring, alerting, and observability features to ensure production reliability.
  • Collaborate cross-functionally with Data Science, MLOps, Infrastructure, and Governance teams to deliver end-to-end capabilities.
  • Participate in on-call support rotations and contribute to incident resolution and root cause analysis.

Requirements

  • Bachelors or Masters degree in Computer Science, Engineering, or a related field.
  • 5+ years of experience developing backend systems using Java including frameworks like Spring Boot.
  • Strong understanding of distributed systems, API design, and multi-threaded programming.
  • Practical knowledge of infrastructure componentscompute, networking, and storagewithin modern cloud environments.
  • Familiarity with microservices architecture, containerization (e.g., Docker, Kubernetes), and CI/CD pipelines.
  • Passion for performance tuning, low-latency systems, and building for scale.
  • Experience working on machine learning platforms or feature stores.
  • Hands-on experience with vector databases (e.g., FAISS, Milvus), graph databases (e.g., Neo4j), or time-series databases (e.g., InfluxDB, Prometheus).
  • Experience with one or more of the following: BigQuery, HBase, Aerospile, Kafka, Flink, Spark (or Dataproc), or similar systems.
  • Solid understanding of the AI/ML development lifecycle, with familiarity in MLOps practices such as model deployment, serving, and monitoring.
  • Knowledge about public cloud infrastructure such as Google cloud platform is a strong plus.
  • Knowledge of data governance, access control, and privacy practices in feature/data platforms.
  • Contributions to open-source ML infrastructure or platform projects is a plus.

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