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AI/ML Engineer

1 month ago

Bengaluru, Karnataka, India SAMSUNG Full time

Job Summary

We are seeking a highly skilled AI/ML Engineer to join our team at Samsung. The successful candidate will be responsible for exploring areas to apply machine learning technology, developing measures for collecting and evaluating data, and collecting data.

Key Responsibilities

1. Analyze data collected from software usage in real-world situations, measuring and inspecting processes, and execute the application of machine learning technology.

2. Supervise the development of measures for collecting and managing effective data used for training machine learning algorithms.

3. Design pre-processing algorithms that ease unnecessary complexity, reflecting the features of collected data.

4. Design suitable machine learning models or algorithms in accordance with the purpose of application that users want.

5. Execute performance evaluation strategies to evaluate and maintain the effectiveness of developed applications.

6. Supervise the management of computing servers to use algorithms that require massive computing resources such as deep learning and massive data.

Requirements

Data platform: End-to-end pipeline: Data collection, Analysis, Knowledge, Search

- Learning platform: OnDev learning pipeline, Federated learning pipeline

- Knowledge Extraction, KG, Pattern mining

- LLM finetuning


Has a wide range of experience, uses professional concepts and company objectives to resolve complex issues in creative and effective ways


Works on complex issues where analyzing situations or data requires an in-depth evaluation of variables. Exercises judgement in selecting methods, techniques and evaluation criteria to obtain results. Determines methods and procedures on new assignments and coordinates other's tasks


May manage a group such as coordinating activities regarding costs, methods and staffing


Typically requires at least 8 years of related experience and a Bachelor's degree; or 6 years and a Master's degree; or a PhD with 3 years

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