Machine Learning Engineer Specialist
7 days ago
TALENTSIS PTE. LTD. is a cutting-edge company at the forefront of AI innovation.
Salary and BenefitsWe offer an attractive salary range of SGD 80,000 - SGD 120,000 per annum, depending on experience, as well as excellent benefits and opportunities for professional growth.
Job DescriptionRoles & Responsibilities
- Develop and deploy machine learning models: Design, build, and optimize machine learning models and algorithms to solve specific business problems. Collaborate with cross-functional teams to gather requirements, define objectives, and deploy models into production environments.
- Model training and evaluation: Train and fine-tune machine learning models using appropriate algorithms and techniques. Evaluate model performance and identify areas for improvement, employing techniques such as cross-validation, hyperparameter optimization, and ensemble methods.
- Model deployment and integration: Collaborate with software engineers and DevOps teams to deploy machine learning models into production environments. Implement APIs and integrate models with existing systems and applications to enable real-time decision-making.
- Performance monitoring and maintenance: Monitor model performance and address any issues or anomalies that arise. Continuously improve models by refining algorithms, optimizing code, and incorporating feedback from users and stakeholders.
- Data analysis and insights: Perform exploratory data analysis, generate insights, and present findings to stakeholders. Use statistical methods and visualization techniques to communicate complex concepts and patterns effectively.
- Stay up-to-date with the latest advancements: Keep abreast of the latest research and trends in machine learning and artificial intelligence. Evaluate and recommend new tools, libraries, and methodologies to enhance the efficiency and effectiveness of the machine learning workflow.
Required Skills and Qualifications
- Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, or a related field. An equivalent combination of education and experience will also be considered.
- At least 2 years' experience working in a similar role. Hands-on experience in designing, developing, and deploying machine learning models in real-world applications.
- Solid understanding of machine learning algorithms, techniques, and libraries (e.g., TensorFlow, PyTorch, scikit-learn).
- Experience with working on Large Language Models and Generative AI technology is a plus.
Benefits
- Opportunities for career growth and development in a dynamic and innovative environment.
- Collaborative and supportive team culture.
- Competitive salary and benefits package.
Others
- TALentsis Reg No: 20C0312
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