Sr AI/ML Architect

Job Description

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. The team youll be part of As a senior architect for AI/ML, you will be part of the Cloud and Network Services (CNS) Portfolio Architecture Team. CNS is a leading Nokia business group that offers innovative and disruptive products and solutions in 4G, 5G and 6G space in both service provider and enterprise markets. As Nokias growth engine, we create value for communication service providers and enterprise customers by leading the transition to cloud-native software and as-a-service delivery models. Our inclusive team of dreamers, doers and disruptors push the limits from impossible to possible. The CNS portfolio Architecture team charter is to set strategic technical directions, common architectural guidelines, principles and reference architectures for CNS products and solutions. It is responsible for implementing leading-edge software platforms and applications which operate and manage 4G and 5G networks. The team consists of lead architects in different domains including: Cloud, Automation, AI/ML & Analytics as well as As-a-service; reporting to the CNS head of Design and Architecture. In the CNS Architecture team, we strictly follow an innovative, team-orientated, open and free culture with open discussions, sharing our different skills in complementary way and collaborate together to achieve our common goalsWhat you will learn and contribute to As part of our multi-cloud, SaaS and autonomous network strategy, we are going to leverage AI/ML in all our products, both for solutions deployed in private and public clouds, in data centers and on edge-devices, We are driving, manage and track large architecture initiatives for AI/ML, across our business group and in collaboration with other Nokia Business Groups. As part of our team, you will:
• Participate in initiatives to apply AI/ML in our products together and in close collaboration with key-architects from our products. For example: ML-driven network traffic analysis, forecasting, anomaly detection, root-cause analysis and automated decision making, but also image- and video-processing and indoor-positioning
• Participate in initiatives to work out an architecture to support transition towards AI/ML supported products
• Drive and manage evaluation of available tooling to support such an architecture
• Prototype such an architecture and create the first minimal viable product
• Help Drive the next generation of 5G-Advanced and 6G autonomous network.
Your skills and experience You have:
• Bachelor s degree or equivalent experience required
• At least 10 years of experience (as a data scientist and/or ML-engineer) in Deep Learning, especially with advanced neural networks, both in theory and practice
• Extensive knowledge and experience with ML-platforms like Kubeflow, Vertex AI, Azure ML, AWS Sagemaker and in tooling for MLOps tools like Seldon, KF-Serving etc.
• Outstanding communication-, interpersonal- and teamwork-skills. This includes making presentations, leading technical discussions, and writing technical whitepapers and architecture guidelines for the R&D organizations.
• Extensive knowledge of 5G Mobile and Core networks is needed.
It would be nice if you also had:
• Knowledge and experience in handling of huge datasets (Big Data) for data-ingestion, -transformation and -engineering, both during development and in production
• Knowledge and experience in automated decision making, both in theory and practice
• Knowledge and experience in AI beyond standard ML, like causal-inference and -discovery, ML on graphs etc.
• Knowledge and experience with ML on edge-clouds, edge-devices and devices with restricted resources (e.g., mobile phones)
• Knowledge and experience in telecom-, enterprise- or web-scale industry in developing new and innovative approaches and setting technical directions
What we offer Nokia offers flexible and hybrid working schemes, 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.Company Culture: We believe our people are our greatest asset and we aim to foster a fun, challenging, positive, and inclusive work environment. We offer 1-on-1 mentorship, learning and development opportunities, global impact and interaction, and flexible work/life balance.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
• LGBT+ equality & best place to work by HRC Foundation
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
• Vaccination Requirements : FOR US ONLY: Nokia employees, wherever required by law or contractual obligation, must receive a COVID-19 vaccination or an otherwise approved accommodation based upon applicable law.
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Keyskills :
network servicesneural networksnetwork traffic analysisdeep learning