Data Engineer Statistica/ Ml Model
1 week ago
**Job Title: Data Engineer - Statistical/ML Models**:
**Location**:Singapore
**Experience**:4-15 years
**Employment Type**:Full-time
**About the Role**:
We are looking for a **Data Engineer**experienced in building and managing **data pipelines for statistical and machine learning models**. The role involves close collaboration with data scientists and analysts to enable scalable model training, data ingestion, and real-time analytics.
**Key Responsibilities**:
- Design, build, and maintain scalable data pipelines to support ML and statistical modeling.
- Integrate structured and unstructured data from multiple sources into analytical environments.
- Implement efficient ETL/ELT workflows for data preparation, cleaning, and feature engineering.
- Collaborate with data science teams to ensure smooth deployment of ML models to production.
- Optimize data workflows for performance, scalability, and reliability.
- Manage data quality, lineage, and governance standards.
**Requirements**:
- Bachelor’s or Master’s degree in Computer Science, Data Engineering, or a related field.
- 4-15 years of experience as a **Data Engineer**with exposure to **machine learning workflows**.
- Strong proficiency in **Python**and SQL; experience with **data manipulation frameworks**(Pandas, PySpark, DuckDB).
- Familiarity with **ML model lifecycle**, from data preprocessing to deployment.
- Experience with **data pipeline tools**(Airflow, Prefect, dbt) and **cloud platforms**(AWS, Azure, GCP).
- Knowledge of **containerization (Docker)**and **CI/CD pipelines**.
- Experience working in a **quantitative, trading, or data-driven environment**is advantageous.
-
Synthetic Data Scientist: ML Modeling
5 days ago
Singapore Futurex Technologies Full timeA leading tech firm in Singapore is seeking an experienced professional to develop and evaluate machine learning models. You will collaborate with software engineers to create ML-driven product features and engage in documentation and knowledge sharing. The ideal candidate possesses a Bachelor's degree in a relevant field with 2-3 years of experience in...
-
Ml Engineer
2 weeks ago
Singapore BETTERDATA PTE. LTD. Full time**Who are we looking for**: We seek an experienced **Machine Learning Engineer (Senior)**to transform cutting-edge research into robust, production-ready services for synthetic data generation and to optimize both deep learning and classical ML algorithms (e.g. tree-based models) at enterprise scale (billions of rows). You will build and tune model pipelines...
-
Sales - Machine Learning Engineer, Data Model
2 weeks ago
Singapore Apple Full time**Description** In this role, you will collaborate with a multidisciplinary team of ML engineers, data scientists, software engineers, researchers, designers and business partners to design, build, and deploy high-impact models. You will focus on the following key areas: - Deploy predictive models to generate actionable insights for business strategy and...
-
Singapore Apple Inc. Full timeSales - Machine Learning Engineer, Data Model Imagine what you could do here. At Apple, great ideas have a way of becoming phenomenal products, services, and customer experiences very quickly. Bring passion and dedication to your job and there’s no telling what you could accomplish!Why Apple?At Apple, we believe our products begin with our people. By...
-
Machine Learning
1 week ago
Singapore Unison Consulting Pte Ltd Full timeConduct reviews for compliance of the ML models in accordance with overall platform governance principles such as versioning, data / model lineage, code best practices and provide feedback to data scientists for potential improvements - Develop pipelines for continuous operation, feedback and monitoring of ML models leveraging best practices from the CI/CD...
-
Machine Learning Engineer
2 weeks ago
Singapore NTT Data Singapore Full time**Job Description**: - Conduct reviews for compliance of the ML models in accordance with overall platform governance principles such as versioning, data / model lineage, code best practices and provide feedback to data scientists for potential improvements - Develop pipelines for continuous operation, feedback and monitoring of ML models leveraging best...
-
Junior AI Engineer: Build, Test
5 days ago
Singapore Elliott Moss Consulting Pte. Ltd. Full timeA technology consulting firm based in Singapore is seeking a motivated Junior AI Engineer to support the development and deployment of AI-driven solutions. This role involves collaboration with senior engineers, implementing machine learning models, and contributing to data preparation and automation. Ideal candidates should have a strong understanding of ML...
-
Applied ML Scientist
1 week ago
Singapore FPT ASIA PACIFIC PTE. LTD. Full timeA leading tech company in Singapore is looking for a Data Scientist specializing in machine learning and software engineering. The role involves developing models, collaborating with engineering teams, diagnosing issues, and creating user-friendly documentation. The ideal candidate will have a Bachelor's degree and strong programming skills in Python, along...
-
AI/ML Engineer — Design
5 days ago
Singapore EnviroDynamics Full timeA technology solutions company in Singapore is looking for a passionate AI/ML Engineer to enhance products and services through advanced AI solutions. The ideal candidate should have a Bachelor's or Master's degree in a related field, at least 3 years of experience, and strong skills in Python along with common AI libraries like TensorFlow and PyTorch. This...
-
AI-ML Ops Engineer
2 days ago
Singapore ST Engineering Group Full time $120,000 - $180,000 per yearST Engineering is a global technology, defence and engineering group with offices across Asia, Europe, the Middle East and the U.S., serving customers in more than 100 countries. The Group uses technology and innovation to solve real-world problems and improve lives through its diverse portfolio of businesses across the aerospace, smart city, defence and...