Verizon
Verizon
Verizon je telekomunikacijsko podjetje, ki potrošnikom, podjetjem in vladnim organizacijam zagotavlja brezžično povezljivost, širokopasovne storitve, optična omrežja in povezane digitalne storitve. Njegovo poslovanje zajema mobilno in stacionarno infrastrukturo, maloprodajne in spletne kanale ter poslovne komunikacije, kar ustvarja priložnosti za strokovnjake na področjih omrežnih tehnologij, podpore strankam, poslovnih rešitev in drugih funkcij, ki podpirajo povezljivost velikega obsega.

Distinguished Machine Learning and AI Engineer

Lead development of agentic AI and propensity models at Verizon. The work supports personalized experiences, churn reduction, and customer journey optimization.

Opis

  • Lead development and optimization of agentic AI, large language model, and machine learning solutions.
  • Build and deploy propensity models to forecast customer behavior, churn risk, and lifecycle events.
  • Unify overlapping propensity models into shared customer-state models.
  • Oversee model pipelines from feature engineering through production deployment and monitoring.
  • Guide teams as a subject matter expert in agentic development, machine learning, and predictive modeling.
  • Mentor junior data scientists and provide technical direction.
  • Manage high-impact models throughout their lifecycle, improving accuracy and business performance.
  • Share model findings, performance measures, and recommendations with senior leaders and business partners.
  • Help Verizon adopt a modern, agile pod-based operating model.
  • Enable customer microsegmentation, tailored experiences, journey optimization, and churn reduction.

Zahteve

  • Bachelor's degree or at least six years of work experience.
  • At least eight years of relevant experience demonstrated through work or military experience.
  • Experience delivering high-priority or high-visibility technical initiatives in a corporate environment.
  • Experience designing and measuring A/B tests or uplift models for targeting.
  • Strong knowledge of machine learning and deep learning methods, including transformers, transfer learning, and natural language processing.
  • Expertise with PyTorch and scikit-learn.
  • Experience with probability calibration and time-based validation.
  • Experience using Python, R, and SQL for advanced statistical modeling and large-scale data extraction.
  • Experience with cloud platforms such as Google Cloud Platform, AWS, or Azure.
  • Experience with production MLOps tools for tracking and maintaining model workflows.
  • Knowledge of LLM agent architecture, including Google ADK, LangChain or LangGraph, multi-agent orchestration, RAG, MCP, A2A protocols, ONNX-based embeddings, vector databases, and semantic search.
  • Knowledge of cloud-scale data engineering, including BigQuery pipelines, GCP Cloud Run, and Vertex AI.

Ugodnosti

  • Medical, dental, and vision coverage.
  • Short- and long-term disability coverage.
  • Basic life insurance.
  • Supplemental life insurance.
  • Accidental death and dismemberment coverage.
  • Identity theft protection.
  • Pet insurance.
  • Group home and auto insurance.
  • 401(k) savings plan with employer match.
  • Up to eight company-paid holidays annually.
  • Up to six personal days annually.
  • Paid parental leave.
  • Adoption assistance.
  • Tuition assistance.
  • Premium pay options, including overtime, shift differentials, holiday pay, and allowances.
  • Up to 15 vacation days in the first year for new hires, with more days based on length of service.
  • Additional incentives.
  • Award-winning total rewards package.

Sorodna delovna mesta