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MLOps

Mindsstar Technology

0 years

|

0 Lacs

Posted:4 days ago| Platform:

Apply

Skills Required

tensorflow pytorch vision monitoring evaluation metrics ml model deployment optimization ranking regression clustering

Work Mode

Remote

Job Type

Full Time

Job Description

Experience - 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)

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:
Whiteboard.
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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