Central Business Solutions
ML Engineer
New York, New York, USA · Senior · Contract
Sponsorship not specifiedDetected 36 days ago
FastAPIAWSKubernetesTerraformCI/CDPlatform EngineeringMachine LearningTensorFlowPyTorchAirflowNLPComputer VisionMLOpsAI Orchestration
About the role
- We need a senior level engineer who can profile a transformer, rewrite its serving path for a 2-3x latency reduction, tune an HNSW index, and tell us which SageMaker instance type will hit our p95 target at the lowest cost.
Responsibilities
- What You’ll Do: · Design, build, and scale ML-powered inference systems that process large volumes of text, image, and video data to power news-based intelligence products. · Productionize and optimize state of the art models and inference pipelines.
Requirements
- 8+ years of experience building production ML inference systems. ·
- Experience with both TensorFlow (SavedModel, tf.data, XLA, TFLite) and PyTorch (TorchScript, ONNX, FastAPI/TorchServe) ·
- Experience with video frameworks/tools (e.g., FFmpeg), and working with large-scale frame-level inference. ·
- Familiarity with OpenAI APIs or other foundation model providers. ·
- Familiarity with open source HuggingFace LLMs. ·
- Experience with data pipeline and workflow orchestration tools (e.g.,
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