Data Scientist
Garment IO
Posted 30+ days ago
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Nationality
Any Nationality
Gender
Not Mentioned
Vacancy
1 Vacancy
Job Description
Roles & Responsibilities
Design and implement optimization and ML models to solve business problems
- Train, evaluate, and continuously improve models using production feedback
- Deploy models as scalable services or pipelines
- Collaborate with backend teams to integrate models into core systems
- Ensure solutions are robust, explainable, and maintainable
- Define and monitor model performance and business impact metrics
Requirements
- 3+ years of hands-on experience in data science, applied machine learning, or optimization
- Strong background in mathematical modeling, optimization, or operations research
- Experience with linear, integer, and mixed-integer programming
- Knowledge of constraint-based optimization and heuristics/meta heuristics
- Proven experience training, validating, and tuning models
- Proficient in Python for data science and modeling
- Hands-on experience with libraries such as NumPy, Pandas, SciPy, and OR tools (Pyomo, OR-Tools, PuLP, Gurobi, CPLEX)
- Familiarity with ML frameworks (scikit-learn, PyTorch, TensorFlow)
- Ability to translate business problems into mathematical or statistical models
- Experience deploying models to production (APIs, batch jobs, pipelines)
Benefits
- Social insurance
- Medical insurance
- Transportation allowance
- Hybrid Work Environment
Desired Candidate Profile
span>3+ years of hands-on experience in data science, applied machine learning, or optimization br> span>Strong background in mathematical modeling, optimization, or operations research br> span>Experience with linear, integer, and mixed-integer programming br> span>Knowledge of constraint-based optimization and heuristics/meta heuristics br> span>Proven experience training, validating, and tuning models br> span>Proficient in Python for data science and modeling br> span>Hands-on experience with libraries such as NumPy, Pandas, SciPy, and OR tools (Pyomo, OR-Tools, PuLP, Gurobi, CPLEX) br> span>Familiarity with ML frameworks (scikit-learn, PyTorch, TensorFlow) br> span>Ability to translate business problems into mathematical or statistical models br> span>Experience deploying models to production (APIs, batch jobs, pipelines) br>
Company Industry
- Industrial Products
- Heavy Machinery
Department / Functional Area
- IT Software
Keywords
- Data Scientist
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