Data Scientist
First seen by Alion on Oct 20, 2026.
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
Required Skills:
Bachelors degree in Business Marketing or a related field. Minimum of 3 years of proven sales experience ideally in technology or garment manufacturing. Strong communication negotiation and organizational skills. Self-motivated with the ability to thrive in a fast-paced startup environment. Basic knowledge of garment manufacturing processes. Preferred: Experience with B2B sales and SaaS systems. Preferred: Familiarity with digital marketing.