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Data Scientist
Job description
Senior Data Scientist – Key Requirements
- 5–8 years of hands-on experience in data science, with a strong track record of delivering production-grade solutions in business environments.
- Deep expertise in traditional machine learning techniques, including time series forecasting (e.g., ARIMA, SARIMA), regression models, and other statistical methods applied to real-world datasets.
- Proven experience designing and implementing optimization models (e.g., linear programming, mixed-integer programming, heuristics) to solve complex business problems such as demand planning, inventory optimization, or resource allocation.
- Recent, demonstrable experience working on Generative AI initiatives, including LLM-based solutions and agentic workflows (e.g., autonomous agents, multi-step reasoning pipelines, tool-augmented AI systems).
- Hands-on experience in designing, deploying, and operationalizing agentic workflows in production environments, including orchestration, tool integration, monitoring, and performance optimization of AI-driven agents.
- Strong domain knowledge in Consumer-Packaged Goods (CPG), with hands-on experience in at least one functional area: Sales (e.g., demand forecasting, pricing), Finance (e.g., revenue/margin analytics), or Supply Chain (e.g., planning, logistics, inventory).
- Ability to translate business problems into scalable analytical and AI-driven solutions, partnering closely with cross-functional stakeholders such as product managers, engineers, and business teams.
- 100% hands-on role with active involvement in data exploration, model development, evaluation, deployment, and continuous improvement.
- Proficiency in Python and relevant data science ecosystems (e.g., pandas, scikit-learn, statsmodels, PyTorch/TensorFlow), along with experience in cloud platforms and MLOps practices.
Required skills
logistics
supply chain
monitoring
generative ai
python
llm
pytorch
machine learning
statistical methods
data science
cloud platforms
resource allocation
pricing
tensorflow
demand planning
inventory optimization
sales analytics
tool integration
mlops
performance optimization
pandas
orchestration
scikit-learn
time series forecasting
regression models
statsmodels
demand forecasting
heuristics
cpg
multi-step reasoning
arima
sarima
agentic workflows
production environments
revenue analytics
optimization models
autonomous agents
consumer-packaged goods
linear programming
mixed-integer programming
tool-augmented ai
finance analytics
margin analytics
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Company information
- Company
- Entellux
- Location
-
México
Mexico - Posted
- 2 weeks ago
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