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Data Scientist - Supply Chain Optimization
- Hanover, Pennsylvania, United States
- Hanover, Pennsylvania, United States
À propos
Advanced Analytics and Optimization: Develop and implement optimization models and algorithms to solve supply chain problems, such as: Network Optimization: Determine the most efficient design for supply chain networks, including warehouse locations, transportation routes, and capacity planning. Inventory Management: Optimize stock levels to balance cost, service levels, and sustainability goals. Demand Forecasting: Build predictive models to improve accuracy in demand planning and reduce supply chain disruptions. Transportation Optimization: Optimize shipping routes and modes to minimize costs and environmental impact.
Data Exploration and Preparation: Clean, transform, and analyze large datasets to uncover actionable insights, working with imperfect or incomplete data as needed. Algorithm Development: Apply techniques such as linear programming, mixed-integer programming, machine learning, and statistical modeling to tackle supply chain challenges. Technical Implementation: Write production-ready code in Python, R, or similar languages, leveraging libraries such as OR-Tools, Pyomo, or Gurobi for optimization tasks. Visualization and Reporting: Create dashboards and visualizations using BI tools (e.g., Power BI, Looker) to communicate insights effectively to non-technical stakeholders. Collaboration: Partner with other data scientists, analysts, and architects within the Supply Chain Data team to ensure alignment and scalability of solutions. Continuous Improvement: Stay up-to-date with the latest developments in data science, optimization techniques, and supply chain technologies, and apply them to improve team capabilities
The Must Haves:
Educational Background: Degree in a quantitative field such as Data Science, Statistics, Mathematics, Operations Research, Computer Science, or Engineering. Experience: 5+ years of hands-on experience in data science, analytics, or optimization roles, ideally with exposure to supply chain problems. Technical Skills: Proficiency in programming languages such as Python or R. Good knowledge of machine learning techniques and their application to supply chain problems Experience with optimization libraries (e.g., OR-Tools, Pyomo, Gurobi) and statistical modeling techniques. Strong data manipulation skills using SQL or similar tools. Experience working with large datasets and applying techniques for data cleaning and transformation.
Supply Chain Focus: Practical experience in at least one of the following areas: Network optimization Inventory management Demand forecasting Transportation optimization
Visualization and Reporting: Proficiency in creating dashboards and visualizations using BI tools (e.g., Power BI, Looker) to communicate insights effectively. Problem-Solving Mindset: Ability to translate business problems into analytical approaches and deliver actionable solutions. Communication Skills: Strong written and verbal communication skills to explain technical concepts clearly to non-technical stakeholders.
Assets:
Familiarity with modern data platforms (e.g. Snowflake) and transformation tools (e.g. dbt) Experience with geospatial analytics or network visualization tools Exposure to global supply chain environments or complex organizational structures Experience using Dataiku or Alteryx One
The annual pay range for this position is $95,800 - $153,000 CAD #LI-WH1 Pay ranges at Ciena are designed to accommodate variations in knowledge, skills, experience, market conditions, and locations, reflecting our diverse products, industries, and lines of business. Please note that the pay range information provided in this posting pertains specifically to the primary location, which is the top location listed in case multiple locations are available. Non-Sales employees may be eligible for a discretionary incentive bonus, while Sales employees may be eligible for a sales commission. In addition to competitive compensation, Ciena offers a comprehensive benefits package, including medical, dental, and vision plans, participation in 401(K) (USA) & DCPP (Canada) with company matching, Employee Stock Purchase Program (ESPP), Employee Assistance Program (EAP), company-paid holidays, paid sick leave, and vacation time. We also comply with all applicable laws regarding Paid Family Leave and other leaves of absence. At Ciena, we are committed to building and fostering an environment in which our employees feel respected, valued, and heard. Ciena values the diversity of its workforce and respects its employees as individuals. We do not tolerate any form of discrimination. Ciena is anEqual Opportunity Employer, including disability and protected veteran status. If contacted in relation to a job opportunity, please advise Ciena of any accommodation measures you may require.
Compétences linguistiques
- English
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