Domain Architect – Data Science Amadora

Overview

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Job Description

We are seeking a highly experienced 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.

How You Will Contribute And What You Will Learn

• Design, develop, and deliver AI/ML use cases for Autonomous Networks (AN).
• Build and manage cognitive data products and frameworks supporting
  - scale telecom deployments of AI/ML use cases.
• Research and implement new ML techniques to improve existing systems and solve novel problems.
• Partner with CSP customers to translate requirements into scalable
  - driven solutions.
• Implement ML pipelines using platforms such as Vertex AI, Red Hat Open
  Shift AI, and Kubeflow.
• Manage
  -
  - end data lifecycle: ingestion, feature engineering, training, deployment, and monitoring.
• Establish frameworks for monitoring model performance, detecting drift, and automating retraining.
• Ensure solutions align with 3GPP, TM Forum, and CSP frameworks.
• Support
  - sales efforts through RFP responses, Po
  Cs, and customer demos.
• Contribute to knowledge assets, accelerators, and reusable delivery frameworks for AI/ML use cases.
• Provide direction and set expectations for creating new business opportunities, and evaluate new technology solutions.
• Act as a senior delivery subject matter expert for data science and ML for Autonomous Networks.

Key Skills And Experience

If you have:

• Strong knowledge of telecom network data (OSS/BSS, CDRs, performance, fault, CX data).
• Expertise in Python, SQL, Py
  Spark, Tensor
  Flow/Py
  Torch, Scikit-learn.
• Hands-on experience with Vertex AI, Red Hat Open
  Shift AI, Kubeflow, and Kubernetes.
• Awareness of Generative AI, LLM-Ops, and Agentic AI applications in telecom.
• MLOps: MLflow, Kubeflow Pipelines, Argo
  CD, Git
  Ops.
• Strong communication skills to engage with executive stakeholders and technical teams.
• 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.

It would be nice if you also had:

• Ab-intio data management platform
• Familiarity with network automation, service assurance, and
  - 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.

About Us

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,
- 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 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.

About The Team

As Nokia's growth engine, we create value for communication service providers and enterprise customers by leading the transition to
- native software and
-
- service delivery models. Our inclusive team of dreamers, doers and disruptors push the limits from impossible to possible.