1 day ago
Bengaluru, IndiaEntry Level
Responsibilities
- Design, build, and operate scalable backend and ML systems supporting sponsored experiences, ranking, retrieval, and personalization.
- Develop and own MLOps pipelines for CI/CD, model training, validation, and monitoring.
- Build data pipelines using big data technologies for model training and feature engineering.
- Implement and optimize traditional ML and Generative AI models for low-latency, high-throughput serving.
- Translate research algorithms and prototypes into hardened, production-ready code with Applied Researchers.
- Apply software engineering practices including code reviews, testing, documentation, monitoring, and incident response.
- Improve the reliability and efficiency of ML services and mentor team members through technical guidance, architecture design, and pair programming.
Requirements
- Master’s degree in Computer Science or a related area with 5+ years of relevant experience, or a bachelor’s degree with 7+ years of relevant experience, in ML, AI, or Data Engineering.
- Expertise in production software development using an object-oriented language such as Scala, Java, or Python.
- Extensive experience with distributed processing frameworks such as Apache Hadoop, Spark, or Flink.
- Production experience with TensorFlow and PyTorch.
- Preferred experience with TensorFlow Serving, TorchServe, NVIDIA Triton, LangChain, and Hugging Face Transformers.
- Ability to build and manage CI/CD pipelines for ML models using 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.
Tech Stack
Apache FlinkApache HadoopApache SparkAWSAzureDockerGoogle Cloud PlatformHugging Face TransformersJavaKubernetesPythonPyTorchScalaTensorFlow
Categories
About TCGplayer
TCGplayer operates an online marketplace and software tools for buying and selling trading card games and related collectibles, serving hobby shops and individual sellers. It generates revenue through marketplace fees, seller subscriptions, and fulfillment programs such as TCGplayer Direct. An eBay subsidiary, the company provides authentication and logistics services that help stores list inventory at scale and reach buyers across the U.S. and internationally.