Job
Description
Join our Team
About This Opportunity The complexity of running and optimizing the next generation of wireless networks, such as 5G with distributed edge compute, will require Machine Learning (ML) and Artificial Intelligence (AI) technologies Ericsson is setting up an AI Accelerator Hub in India to fast-track our strategy execution, using Machine Intelligence (MI) to drive thought leadership, automate, and transform Ericssons offerings and operations We collaborate with academia and industry to develop state-of-the-art solutions that simplify and automate processes, creating new value through data insights What You Will Do As a Senior Data Scientist, you will apply your knowledge of data science and ML tools backed with strong programming skills to solve real-world problems Responsibilities: Lead AI/ML features/capabilities in product/business areas Define business metrics of success for AI/ML projects and translate them into model metrics Lead end-to-end development and deployment of Generative AI solutions for enterprise use cases Design and implement architectures for vector search, embedding models, and RAG systems Fine-tune and evaluate large language models (LLMs) for domain-specific tasks Collaborate with stakeholders to translate vague problems into concrete Generative AI use cases Develop and deploy generative AI solutions using AWS services such as SageMaker, Bedrock, and other AWS AI tools Provide technical expertise and guidance on implementing GenAI models and best practices within the AWS ecosystem Develop secure, scalable, and production-grade AI pipelines Ensure ethical and responsible AI practices Mentor junior team members in GenAI frameworks and best practices Stay current with research and industry trends in Generative AI and apply cutting-edge techniques Contribute to internal AI governance, tooling frameworks, and reusable components Work with large datasets including petabytes of 4G/5G networks and IoT data Propose/select/test predictive models and other ML systems Define visualization and dashboarding requirements with business stakeholders Build proof-of-concepts for business opportunities using AI/ML Lead functional and technical analysis to define AI/ML-driven business opportunities Work with multiple data sources and apply the right feature engineering to AI models Lead studies and creative usage of new/existing data sources What You Will Bring Bachelors/Masters/PhD in Computer Science, Data Science, AI, ML, Electrical Engineering, or related disciplines from reputed institutes 3+ years of applied ML/AI production-level experience Strong programming skills (R/Python) Proven ability to lead AI/ML projects end-to-end Strong grounding in mathematics, probability, and statistics Hands-on experience with data analysis, visualization techniques, and ML frameworks (Python, R, H2O, Keras, TensorFlow, Spark ML) Experience with semi-structured/unstructured data for AI/ML models Strong understanding of building AI models using Deep Neural Networks Experience with Big Data technologies (Hadoop, Cassandra) Ability to source and combine data from multiple sources for ML models Preferred Qualifications: Good communication skills in English Certifying MI MOOCs, a plus Domain knowledge in Telecommunication/IoT, a plus Experience with data visualization and dashboard creation, a plus Knowledge of Cognitive models, a plus Experience in partnering and collaborative co-creation in a global matrix organization Why join Ericsson At Ericsson, you?ll have an outstanding opportunity The chance to use your skills and imagination to push the boundaries of what?s possible To build solutions never seen before to some of the worlds toughest problems You?ll be challenged, but you wont be alone You?ll be joining a team of diverse innovators, all driven to go beyond the status quo to craft what comes next What happens once you apply Click Here to find all you need to know about what our typical hiring process looks like Encouraging a diverse and inclusive organization is core to our values at Ericsson, that's why we champion it in everything we do We truly believe that by collaborating with people with different experiences we drive innovation, which is essential for our future growth We encourage people from all backgrounds to apply and realize their full potential as part of our Ericsson team Ericsson is proud to be an Equal Opportunity Employer learn more Primary country and city: India (IN) || Bangalore Req ID: 766481
