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Machine Learning Engineer at AND Global

Ulaanbaatar, , Mongolia -

Full Time

Start Date

Immediate

Expiry Date

30 Jul, 26

Salary

0.0

Posted On

01 May, 26

Experience

2 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Python, SQL, R, Sklearn, TensorFlow, Keras, Pandas, Numpy, PyTorch, Machine Learning, Algorithm Development, Data Integrity, Unit Testing, Integration Testing, Containerization

Industry

Financial Services

Description

Purpose The Machine Learning Engineer is responsible for development and deployment of algorithms, prediction models, and independent AI-based systems that are in line with company goals. Duties include maintenance and improvements of the models and systems. Duties Design, develop, improve, and enhance prediction models and other autonomous AI-based systems; Research, design, and coordinate the best machine learning methodology, technology, and algorithms and introduce and deploy as needed; Perform coding tests, data integrity tests, unit tests, UATs, and integration tests to ensure accuracy, stability and functionality of deployed models, and provide swift fixes and repairs as needed; Prepare references, operating instructions, system diagrams, and maintain historical records by documenting development and revisions; Provide maintenance and improvements on implemented models as needed; Mentor junior ML engineers and contribute to team-wide knowledge sharing; Requirements Ability to work in teams; Ability to think critically in broader spectrum, Solid understanding of machine learning modeling, algorithms, and AI-based systems development; Knowledge of machine learning methodologies, deployments; Logical thinking trait; Professional development experience with Python, SQL, R etc.,; Experience working with frameworks such as Sklearn, TensorFlow, Keras, Pandas, Numpy, PyTorch, etc.,; Bachelor's or higher degree in Computer Science, Machine Learning Engineering, or related field; Nice-to-Haves: Contributions to open source; Learnings from Stanford Machine Learning courses (Andrew NG); Knowledge and experience with Containerization;

Responsibilities

The Machine Learning Engineer will design, develop, and deploy prediction models and autonomous AI-based systems to meet company goals. Responsibilities also include maintaining existing models, performing rigorous testing, and mentoring junior team members.