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MTS-2 Backend Engineer

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MTS-2 Backend Engineer in Others

  • TCGplayer
  • Full time
  • Email
  • Bengaluru, India

Responsibilities

  • Design, build, and operate scalable backend and ML systems for sponsored experiences, ranking, retrieval, and personalization.
  • Develop and own MLOps pipelines for model delivery, training, validation, and monitoring.
  • Build distributed data pipelines for large-scale model training and feature engineering.
  • Implement and optimize traditional ML and Generative AI models for low-latency, high-throughput serving.
  • Translate research prototypes and novel algorithms into production-ready software with Applied Researchers.
  • Apply software engineering best practices, including code reviews, testing, documentation, and pair programming.
  • Monitor performance, resolve production issues, and improve the reliability and efficiency of ML services.
  • Mentor team members through technical guidance, architecture design, and code reviews.

Requirements

  • MS in Computer Science or a related area with 5+ years of relevant experience, or BS/BA with 7+ years, in ML, AI, or data engineering.
  • Expertise in production software engineering using an object-oriented language such as Scala, Java, or Python.
  • Extensive experience with distributed big-data processing frameworks such as Apache Hadoop, Spark, or Flink.
  • Production experience with TensorFlow and PyTorch.
  • Experience with model-serving frameworks such as TensorFlow Serving, TorchServe, or NVIDIA Triton.
  • Experience with LLM operations libraries such as LangChain and Hugging Face Transformers is preferred.
  • Ability to build and manage ML model delivery pipelines and use Docker and Kubernetes.
  • Experience with cloud services, big-data pipelines, and databases, including AWS, GCP, or Azure.
  • Ability to design scalable distributed systems and expose functionality through RESTful or gRPC APIs.
  • Strong understanding of operating ML systems in 24/7 production environments, including monitoring, alerting, and incident response.

TCGplayer

TCGplayer is on a quest to be the most trusted trading card game (TCG) platform, connecting and empowering the hobby community. Founded by and for TCG enthusiasts, they operate a global marketplace and create tools, technologies, and solutions that help small businesses simply and profitably sell...

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