Tech Lead / Architect - Self-Organizing Network (SON) Solutions IRC267679

Kraków, małopolskie
Stała
Pełny etat

2 miesiące temu

DescriptionOur client is a global technology provider delivering advanced software solutions for mobile network management, optimization, and analytics. The team focuses on complex OSS implementations, including installations, integrations, upgrades, and customizations of network management and automation platforms.The ideal candidate will combine deep domain expertise with technical leadership in designing intelligent, scalable, and cloud-native telecom solutions.Requirements

Bachelor’s or Master’s degree in Telecommunications, Computer Science, or a related technical field.
7+ years of experience in Telecom Network Management software development.
Minimum 3 years of hands-on experience in SON or RAN automation projects.
Strong knowledge of Self-Organizing Network concepts, including Mobility Load Balancing (MLB), Coverage & Capacity Optimization, and Automatic Neighbor Relation (ANR).
Expertise in development and prototyping of machine learning models using Python-based frameworks such as PyTorch and Scikit-learn.
Ability to evaluate and implement suitable machine learning approaches, including supervised, unsupervised, and reinforcement learning methods.
Manage model training processes, including optimal hyperparameter tuning for improved performance.
Familiarity with CI/CD pipelines and practices.
Experience with microservices architecture and containerization technologies such as Docker and Kubernetes.
Hands-on experience with cloud platforms like OpenShift, Azure or AWS.
Excellent understanding of RAN Configuration Parameters and KPIs for 4G/5G networks.
Experience working with Network Management APIs.
Strong verbal and written communication skills in English.

Preferred Skills:

Hands-on experience with vendor-specific SON tools or open-source network optimization frameworks.
Familiarity with OSS integration, NFV/SDN, and Service Assurance platforms.
Prior involvement in open telecom initiatives such as O-RAN or Telecom Infra Project (TIP).
Proven leadership and mentorship experience within R&D environments, particularly guiding data scientists and ML engineers.
Advanced skills in data integrity management, feature engineering, and hyperparameter tuning.

Job responsibilities

Lead the architecture, design scalable, robust, cloud-native AI/ML architectures to support the full lifecycle of machine learning models, from data collection and preprocessing through to deployment and ongoing monitoring.
Develop comprehensive pipelines for data collection, cleaning, transformation, model training, and cloud-native deployment. Design and implement AI/ML-based algorithms for real-time performance tuning, fault prediction, and anomaly detection.
Define integration strategies with existing OSS/BSS and centralized RAN management platforms.
Collaborate with cross-functional teams (DevOps, RAN, Core, Cloud) to deliver scalable, cloud-native SON components.
Mentor developers and contribute to technical leadership and roadmap planning.
Ensure software quality through rigorous testing, validation, and documentation practices.
Participate in customer workshops and support solution customization as needed..

#LI-OT1 #LI-RemoteWhat we offerCulture of caring. At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you'll experience an inclusive culture of acceptance and belonging, where you'll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders.Learning and development. We are committed to your continuous learning and development. You'll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.Interesting & meaningful work. GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you'll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what's possible and bring new solutions to market. In the process, you'll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.Balance and flexibility. We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way!High-trust organization. We are a high-trust organization where integrity is key. By joining GlobalLogic, you're placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do.About GlobalLogicGlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world's largest and most forward-thinking companies. Since 2000, we've been at the forefront of the digital revolution - helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.

GlobalLogic

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