AI ML Engineer

TECH AALTO PTE. LTD.


Date: 2 days ago
Area: Singapore, Singapore
Salary: SGD 6,000 - SGD 7,500 per month
Contract type: Full time

About the Role:

We are seeking a skilled and motivated AI/ML Engineer with 3–5 years of experience to design, build, and deploy machine learning solutions that solve real-world problems. You will work closely with data scientists, software engineers, and business stakeholders to develop intelligent systems and integrate ML models into scalable applications.

Key Responsibilities:

  • Design, develop, and deploy machine learning models for classification, regression, clustering, NLP, or computer vision tasks.
  • Clean, process, and analyze structured and unstructured data.
  • Collaborate with data scientists to build and tune ML models.
  • Optimize models for performance, accuracy, and scalability.
  • Deploy ML models in production using APIs, containers, or cloud-based platforms.
  • Monitor model performance and retrain as needed.
  • Work with cross-functional teams to understand business requirements and translate them into technical solutions.
  • Document processes, model architectures, and experiments.

Required Skills & Qualifications:

  • Bachelor’s or Master’s degree in Computer Science, Data Science, Engineering, or a related field.
  • 3–5 years of experience in AI/ML engineering or data science roles.
  • Proficiency in Python and ML libraries such as scikit-learn, TensorFlow, PyTorch, or XGBoost.
  • Experience with data manipulation libraries like Pandas and NumPy.
  • Strong understanding of algorithms, statistics, and data structures.
  • Experience with deploying models using Docker, Flask/FastAPI, or cloud services (AWS, GCP, Azure).
  • Familiarity with version control (Git), CI/CD practices, and ML lifecycle tools (e.g., MLflow, Airflow).
  • Good problem-solving skills and ability to work independently or in a team.

Nice to Have:

  • Experience with NLP, computer vision, or deep learning techniques.
  • Knowledge of MLOps tools and practices.
  • Familiarity with large language models (LLMs) and prompt engineering.
  • Exposure to real-time data processing (Kafka, Spark, etc.).

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Confidentiality is assured, and only shortlisted candidates will be notified for interviews.

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