MLOps | Exp- 10 + yrs
Working Shift Hour - Anytime in between 11 am to 11pm. ( It can start from 11am, 12am , 1pm or 2 pm)
Location- Remote ( C2C Oppurtunity)
Required Skills:
- Expertise in deploying Tensorflow and PyTorch. Experience with both computer vision and language models strongly preferred.
- The ability to select and transform features at scale for BERT-based models.
- Setting up monitoring and evaluation metrics in Sagemaker.
- Creating A/B tests for ML models in Sagemaker.
- Expertise in model deployment and orchestration.
Experience:
- Deploying transformer-based models with Tensorflow or PyTorch in production workflows.
- Resource selection, evaluation and optimization for production model deployments.
- Familiarity and demonstrated experience with the following strongly preferred:
- Convolutional neural networks
- Feedforwards Neural networks
- Diffusion Models
- Ranking Algorithms
- Approximate Nearest Neighbors - HNSW.
- Bayesian Methods
- Regression Models
- Decision Trees
- Clustering (K-Means, DBScan).
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