Machine Learning Specialist

2 weeks ago

pune, India beBeeMachine Full time

Machine Learning Engineer - Studio ApplicationsThis role focuses on deploying and maintaining machine learning models to support production workflows.The successful candidate will integrate third-party and open-source models into the platform, fine-tune them as necessary, manage inference services, and collaborate with pipeline engineers to ensure reliable model performance in real use cases.Integrate third-party and open-source models for image/video generation, enhancement, and quality control.Fine-tune or adapt models for specific needs such as style preservation, character identity, motion and camera control, and cleanup.Design and operate inference services, including model serving, autoscaling, A/B testing, and performance monitoring.Collaborate with pipeline engineers on model selection, parameter choices, and trade-offs between cost and quality.Work with research-oriented staff to convert prototypes into stable, monitored production services.Requirements:5-10+ years of experience in machine learning or computer vision, with strong Python and PyTorch/TensorFlow skills.Proven experience deploying models to production (batch or real-time inference).Experience with diffusion or other generative models, ideally including video or sequence-aware work.Familiarity with Docker/Kubernetes, experiment tracking (e.g., Weights & Biases, MLflow), and ML observability practices.Ability to read and implement methods from research papers at a practical level.Candidates should come from applied CV/ML product teams or ML platform/MLOps environments, working in Machine Learning Engineer, Computer Vision Engineer, Applied Scientist, or Senior Data Scientist focused on ML-heavy, GPU-driven systems.

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