Remote New

Domain Architect - Data Science

NOKIA
$128,982-$239,539 Plus eligible for variable pay/incentives.
life insurance, paid time off, tuition assistance
United States, New Jersey
Sep 05, 2025
We are seeking a highly experienced Domain Architect-Data Scientist with deep expertise in telecom services, AI/ML, and data management to drive the delivery of data products, intelligent cognitive use cases, and Autonomous Network solutions for Communication Service Providers (CSPs). The role requires strong technical skills, telco domain knowledge, and the ability to engage with both executive and technical stakeholders in a services environment. Design, develop, and deliver AI/ML use cases tailored for Autonomous Networks (AN), driving innovation in telecom automation. Build and manage cognitive data products and frameworks that support large-scale AI/ML deployments across telecom environments. Research and apply advanced machine learning techniques to enhance existing systems and solve complex, novel challenges. Collaborate with CSP customers to translate business requirements into scalable, data-driven solutions. Implement end-to-end ML pipelines using platforms such as Vertex AI, Red Hat OpenShift AI, and Kubeflow. Manage the full data lifecycle-from ingestion and feature engineering to model training, deployment, and monitoring. Establish robust frameworks for model performance tracking, drift detection, and automated retraining. Ensure all solutions are aligned with industry standards including 3GPP, TM Forum, and CSP frameworks. Support pre-sales activities, including RFP responses, proof-of-concepts (PoCs), and customer demonstrations. Contribute to reusable assets and delivery accelerators, enhancing the scalability and efficiency of AI/ML use case implementations. Provide strategic direction for identifying new business opportunities and evaluating emerging technology solutions. Act as a senior subject matter expert in data science and machine learning for Autonomous Networks, guiding delivery teams and influencing solution strategy. You Have: Bachelor's/Master's in Computer Science, Statistics, Data Science, Mathematics, or related field. 15+ years total experience, including 10+ years in telecom domain and 5+ years in AI/ML & cloud technologies. Strong knowledge of telecom network data (OSS/BSS, CDRs, performance, fault, CX data). Expertise in Python, SQL, PySpark, TensorFlow/PyTorch, Scikit-learn. Hands-on experience with Vertex AI, Red Hat OpenShift AI, Kubeflow, and Kubernetes. Awareness of Generative AI, LLM-Ops, and Agentic AI applications in telecom. MLOps: MLflow, Kubeflow Pipelines, ArgoCD, GitOps. It would be nice if you also had: Ab-intio data management platform Familiarity with network automation, service assurance, and intent-based networking. Exposure to standards: 3GPP, TM Forum Pre-sales experience: RFPs, solution demos, customer workshops. Knowledge of Data Mesh, Data Fabric, and MLOps frameworks. Experience with Snowflake, Databricks, Kafka, Flink, Airflow. Visualization: Tableau, Power BI, Grafana. Come create the technology that helps the world act together Nokia is committed to innovation and technology leadership across mobile, fixed and cloud networks. Your career here will have a positive impact on people's lives and will help us build the capabilities needed for a more productive, sustainable, and inclusive world. We challenge ourselves to create an inclusive way of working where we are open to new ideas, empowered to take risks and fearless to bring our authentic selves to work What we offer Nokia offers continuous learning opportunities, well-being programs to support you mentally and physically, opportunities to join and get supported by employee resource groups, mentoring programs and highly diverse teams with an inclusive culture where people thrive and are empowered. Nokia is committed to inclusion and is an equal opportunity employer Nokia has received the following recognitions for its commitment to inclusion & equality: One of the World's Most Ethical Companies by Ethisphere Gender-Equality Index by Bloomberg Workplace Pride Global Benchmark At Nokia, we act inclusively and respect the uniqueness of people. Nokia's employment decisions are made regardless of race, color, national or ethnic origin, religion, gender, sexual orientation, gender identity or expression, age, marital status, disability, protected veteran status or other characteristics protected by law. We are committed to a culture of inclusion built upon our core value of respect. Join us and be part of a company where you will feel included and empowered to succeed. Additional Information US/Canada Nokia Offers a comprehensive benefits package that includes but is not limited to: Corporate Retirement Savings Plan Health and dental benefits Short-term disability, and long-term disability Life insurance, and AD&D - Company paid 2x base pay Optional or Supplemental life and AD&D insurance (Employee/Spouse/Child) Paid time off for holidays and Vacation Employee Stock Purchase Plan Tuition Assistance Plan Adoption assistance Employee Assistance Program/Work Life Resource Program The above benefits exclude students. Disclaimer for US/Canada Nokia Maintains broad annual base salary ranges for its roles in order to account for variations in knowledge, skills, experience and market conditions, and with consideration to internal peer equity.( Check the salary ranges in the job info section for this role) All North America job posts will post for a minimum of 7 calendar days and up to 180 days or until candidate/s identified.