Senior Data Scientist

1 month ago

Bangalore, India Shadowfax Technologies Pvt Ltd Full time

ROLE : Senior Data Scientist/Data Scientist-II

Key Responsibilities :

- Develop and deploy advanced machine learning models to drive business growth and improve decision-making.

- Collaborate with cross-functional teams to integrate AI model improvements based on insights from production data.

- Design and implement infrastructure for orchestrating end-to-end machine learning lifecycles.

- Explore and evaluate novel algorithms for assessment and forecasting signals.

- Continuously improve and refine models and algorithms to ensure their relevance and accuracy in changing market conditions.

Requirements :

- 2+ years of professional experience as a Data Scientist.

- Strong Python coding skills including using ML frameworks like TensorFlow & Pytorch and strong working knowledge of MySQL.

- Experience working in cloud technologies GCP, GCS, Big Querry, Vertex AI Workbench and Pipelines and Vector Search.

- Experience working in large scale text data for semantic similarity and various NLP-based solutions is highly appreciated.

- Experience in using Github/Bitbucket for code version controls and collaboration.

- Should have worked on AI-based projects end-to-end.

- Worked on creating Model end to end pipelines [processing - training - benchmarking - deployment].

- Should have worked on unstructured data algorithms like clustering, dimensionality reduction etc.

- Good hold of fundamentals in Deep Learning and Machine Learning.

- Excellent problem-solving and analytical skills.

- Excellent communication abilities to work with stakeholders and researchers successfully.

Nice to Have :

- Model GPU training and GPU optimisations through Tensor-rt, onxx etc.

- Workflow orchestration/Experiment tracking platforms like Prefect,MLlflow, kubeflow pipelines etc.

- Computer Vision algorithms like object detection, Image Classification, Image segmentation etc.

- LLM is good to have.

- Knowledge of Docker files is good to have

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