Job Description & How to Apply Below
Job Title:
Senior AI/ML Engineer (Generative AI)
Minimum 4 to 8+ years of experience in AI/ML development.
Location:
Bangalore (Onsite, Hybrid)
Why should you choose us?
Why should you choose us? Rakuten Symphony is reimagining telecom, changing supply chain norms and disrupting outmoded thinking that threatens the industry’s pursuit of rapid innovation and growth. Based on proven modern infrastructure practices, its open interface platforms make it possible to launch and operate advanced mobile services in a fraction of the time and cost of conventional approaches, with no compromise to network quality or security.
Rakuten Symphony has operations in Japan, the United States, Singapore, India, South Korea, Europe, and the Middle East Africa region. For more information, visit:
Building on the technology Rakuten used to launch Japan’s newest mobile network, we are taking our mobile offering global.
To support our ambitions to provide an innovative cloud-native telco platform for our customers, Rakuten Symphony is looking to recruit and develop top talent from around the globe. We are looking for individuals to join our team across all functional areas of our business – from sales to engineering, support functions to product development.
Let’s build the future of mobile telecommunications together!
About Rakuten Group, Inc. (TSE: 4755) is a global leader in internet services that empower individuals, communities, businesses and society. Founded in Tokyo in 1997 as an online marketplace, Rakuten has expanded to offer services in e-commerce, fintech, digital content and communications to 2 billion members around the world. The Rakuten Group has over 30,000 employees, and operations in 30 countries and regions.
For more information visit
About the Job role
- Required Skills and Expertise:
AI/ML Strategy and Leadership:
Define the AI/ML strategy and roadmap aligned with the product vision.
Identify and prioritize AI/ML use cases, including classical ML, Generative AI, and Agentic AI, relevant to our product offerings.
Build and lead a high-performing AI/ML team by mentoring and upskilling existing non-AI/ML team members.
Stay updated with the latest advancements i n AI/ML, generative AI, Agentic AI and ML Ops , and apply them to solve business problems.
AI/ML Development:
Proficient in Python programming and libraries like Num Py, Pandas, Scikit-learn, and Matplotlib . Strong understanding of machine learning algorithms, deep learning architectures, and generative AI models.
Design, develop, and deploy classical machine learning models, including supervised, unsupervised, and reinforcement learning techniques.
Hands on Experience in AI/ML Framework like:
Scikit-learn, XG Boost, Tensor Flow, Py Torch, Keras, Hugging Face, OpenAI APIs (e.g., GPT models) .
Experience with feature engineering, model evaluation, and hyperparameter tuning.
Experience with Lang Chain modules, including Chains, Memory, Tools, and Agents.
Build and fine-tune generative AI models (e.g., GPT, DALL-E, Stable Diffusion) for specific use cases. Must Have Exp - in any Agentic AI framework. Leverage LLMs (e.g., GPT, Claude, LLaMA) and multi-modal models to build intelligent agents that can interact with users and systems.
Design and develop autonomous AI agents capable of reasoning, planning, and executing tasks in dynamic environments.
Implement prompt engineering and fine-tuning of LLMs to optimize agent behavior for specific tasks. Optimize models for performance, scalability, and cost-efficiency.
RAKUTEN SHUGI PRINCIPLES:
Our worldwide practices describe specific behaviours that make Rakuten unique and united across the world. We expect Rakuten employees to model these 5 Shugi Principles of Success.
Always improve, always advance. Only be satisfied with complete success - Kaizen.
Be passionately professional. Take an uncompromising approach to your work and be determined to be the best.
Hypothesize
- Practice
- Validate
- Shikumika. Use the Rakuten Cycle to success in unknown territory.
Maximize Customer Satisfaction. The greatest satisfaction for workers in a service industry is to see their customers smile.
Speed!! Speed!! Speed!! Always be conscious of time. Take charge, set clear goals, and engage your team.
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