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Staff Data Scientist

2 months ago

Bengaluru, India Anumana Full time

Staff Data Scientist

Experience Range: 5 to 9 yrs

Job Location: Bangalore

Work Mode: Hybrid (3 days in the office, 2 days remote)


Job Summary:

We are seeking a highly skilled and motivated Machine Learning Data Scientist with a minimum of 5+ years of experience to join our dynamic team. The ideal candidate will have a strong background in training machine learning models using PyTorch and TensorFlow, with a focus on making models production-ready and evaluating them with quality metrics. Expertise in training Transformers and convolution-based large models is essential, and experience in signal processing and image processing will be a significant plus.


Key Responsibilities:


Model Training: Develop and train machine learning models using PyTorch and TensorFlow. Focus on large-scale models, including Transformers and convolution-based architectures.

Signal and Image Processing: Utilize signal processing and image processing techniques to enhance model capabilities.

Model Evaluation: Evaluate models using a range of quality metrics to ensure high performance and reliability.

Production Readiness: Work on making models production-ready, ensuring they are robust, scalable, and optimized for deployment.

Data Handling: Handle and process large datasets efficiently, adapting architectures and loss functions as needed to improve model performance.

Innovative Solutions: Help innovate, identify problems, recommend solutions, and perform triage in a collaborative team environment and collaborate with various teams on new product features and improvements of existing products

Text/LLM Models: Experience in working with text data and large language models (LLMs) is a plus.

Fundamentals: Possess a deep understanding of machine learning and deep learning basics.

Software Development: Demonstrate strong software and algorithm development skills. Participate in developing and reviewing code, design documents, use case reviews, and test plan reviews.


Skills: Python, Deep Learning, Problem Solving, Data Structures, Algorithms, Pytorch, Machine Learning, Transformers, CNNs, Computer Vision, Signal and Image Processing