Flintex Consulting Pte Ltd
Data Scientist (Machine Learning)
Singapore, SGSur siteContratTemps plein
Publié 28 sept. 2026
Cet emploi est publié en EN
About the Role
We are seeking a Data Scientist (Machine Learning) to develop and deploy advanced analytics and machine learning solutions that support business operations and digital transformation initiatives. The successful candidate will work closely with cross-functional teams to analyze large datasets, build predictive models, and deliver actionable insights to improve operational efficiency and business performance.
Key Responsibilities
- Develop, train, validate, and deploy machine learning models for predictive analytics and optimization.
- Analyze structured and unstructured datasets to identify trends, patterns, and business opportunities.
- Design and implement data pipelines for data collection, cleansing, feature engineering, and model training.
- Build forecasting, classification, regression, clustering, and anomaly detection models.
- Collaborate with business stakeholders to understand requirements and translate them into data-driven solutions.
- Evaluate model performance and continuously improve model accuracy and reliability.
- Develop dashboards and reports to communicate insights and recommendations.
- Work with data engineers to integrate machine learning models into production systems.
- Ensure data quality, governance, and compliance with organizational standards.
- Research and evaluate new machine learning algorithms and emerging technologies.
Requirements
- Bachelor's or Master's degree in Data Science, Computer Science, Statistics, Mathematics, Engineering, or a related discipline.
- 3–8 years of experience in Data Science, Machine Learning, or Advanced Analytics.
- Strong programming skills in Python (Pandas, NumPy, Scikit-learn).
- Experience with machine learning frameworks such as TensorFlow, PyTorch, or XGBoost.
- Strong knowledge of supervised and unsupervised learning techniques.
- Experience with SQL and relational databases.
- Familiarity with cloud platforms such as AWS, Azure, or GCP.
- Experience with data visualization tools such as Power BI or Tableau.
- Knowledge of Git, Docker, and MLOps concepts is an advantage.
- Strong analytical, problem-solving, and communication skills.
Preferred Skills
- Experience in time-series forecasting and predictive maintenance.
- Knowledge of optimization techniques and operations research.
- Experience with big data technologies such as Spark or Hadoop.
- Familiarity with Generative AI and Large Language Models (LLMs) is a plus.
- Experience working in the utilities, energy, manufacturing, or industrial sectors is highly desirable.
Key Competencies
- Strong analytical and statistical thinking.
- Ability to communicate complex technical concepts to non-technical stakeholders.
- Excellent problem-solving and critical thinking skills.
- Self-motivated with the ability to work independently and in a collaborative team environment.
- Strong stakeholder management and project delivery skills.
Aperçu du poste
Type de poste
Temps plein
Compétences requises
Python Programming with Pandas, NumPy, and Scikit-learnMachine Learning Model Development and DeploymentSupervised and Unsupervised LearningData Pipeline Design and Feature EngineeringSQL and Relational DatabasesMachine Learning Frameworks (TensorFlow, PyTorch, or XGBoost)Model Evaluation and Performance ImprovementCloud Platforms (AWS, Azure, or GCP)Data Visualization with Power BI or TableauTime-Series ForecastingOptimization Techniques and Operations ResearchStatistical and Analytical ThinkingCommunicating Technical Concepts to Non-Technical StakeholdersStakeholder Management and Project Delivery
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