Apolis · 22 hours ago
Data Scientist
Miami, FL
Full-time
Onsite
Entry, Mid Level
$85/hr - $90/hr
2+ years expApolis is seeking a Data Scientist to lead cross-functional AI/ML initiatives and drive their enterprise-wide AI vision and strategy. The role involves model development for pricing, demand forecasting, and implementing prescriptive analytics, requiring strong technical expertise and communication skills.
ConsultingEnterprise ApplicationsEnterprise Resource Planning (ERP)Information TechnologyIT InfrastructureIT ManagementMobileSoftwareWeb Hosting
Responsibilities
Own end-to-end model development for pricing, demand forecasting, and elasticity estimation; productionize models in Azure ML and Databricks
Implement prescriptive analytics through optimization with Linear Programming, Mixed Integer Programming or Reinforcement Learning
Implement and maintain feature stores, model monitoring workflows, and drift checks using MLflow (metrics, alerts, lineage)
Design and execute A/B tests or quasi-experiments to measure revenue, pricing uplift, and PCP attach rate impact
Apply SHAP/LIME and other model interpretability tools to explain drivers of model behavior to Revenue Management partners
Contribute to CI/CD workflows (Azure DevOps), support data contracts with Data Engineering, and develop scalable API and batch-serving patterns
Communicate insights, assumptions, risks, and trade-offs in clear, concise, and executive-ready narratives
Qualification
Required
2–4 years of hands-on Data Science experience delivering production-grade ML solutions
Proficiency in Python (scikit-learn, XGBoost), Spark/Delta, SQL, Azure ML, Databricks, and MLflow; familiarity with PyTorch or TensorFlow is a plus
Strong understanding of experimental design, statistical testing, and causal inference basics
Ability to translate technical concepts into actionable business insights; skilled in stakeholder alignment and cross-functional communication
Strong practitioner with experience in time series forecasting, price elasticity modeling, and panel data techniques
Foundational familiarity with linear and mixed-integer programming; experience or exposure to OR-Tools, Gurobi, or related optimizers
Working-level proficiency with SHAP, LIME, and other model transparency frameworks
Writes modular, maintainable code; participates in code reviews; implements unit and integration tests
Designs experiments with senior review; able to calculate significance, power, and interpret test outcomes
Provides regular updates to business partners; comfortable addressing stakeholder questions and concerns
Company
Apolis
Apolis is a IT consultancy that offers provides ERP solutions, hosting, assessment, web and mobile, IT staffing and IT workforce solutions.
501-1000 employees
H1B Sponsorship
Apolis has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2023 (15)
2022 (15)
2021 (12)
2020 (122)
Funding
Current Stage
Late StageLeadership Team
Amar Shokeen
President/ CEO
Rita Shokeen
COO
Company data provided by crunchbase