AI-ML Solution Architect.

4 days ago

Chennai, India ZF Group Full time
Req ID | SDC Chennai, India, ZF Commercial Vehicle Control Systems India Limited
Position AI-ML Solution Architect
Your Tasks:
Design and develop AI architectures, frameworks, and algorithms that can support large-scale and sophisticated AI solutions.
Conceptualize and design innovative GenAI applications that leverage advanced large language models (LLMs) and other generative AI techniques.
Break down complex GenAI projects into manageable tasks, define timelines, and allocate resources effectively.
Integrate state-of-the-art pre-trained LLMs or develop custom models to achieve specific application goals.
Fine-tune and optimize LLM performance for tasks like text generation, question answering, or code completion.
Evaluate and select appropriate AI technologies, tools, and frameworks to achieve desired performance, accuracy, and scalability.
Own the development and implementation of AI models, ensuring consistency to standard processes in machine learning and deep learning.
Work closely with stakeholders to understand requirements, define project scope, and develop data-driven solutions that meet business objectives.
Lead a team of data scientists and machine learning engineers, providing technical guidance, conduct regular code reviews, mentorship, and support to drive innovation and excellence.
Research and evaluate state-of-the-art machine learning techniques, tools, and frameworks to continuously improve model performance and scalability.
Drive best practices for data management, feature engineering, model evaluation, and model deployment to ensure robustness, reliability, and performance of AI/ML solutions.
Document AI architectures, design decisions, and technical specifications for reference and knowledge sharing.
Qualifications:
Master's degree in Computer Science, Electronics, Mechatronics, Robotics Engineering, or a related technical field. Phd is good to have.
10+ years of experience in research development, with a strong understanding of data structures and algorithms.
7+ years of experience building and deploying machine learning models in production.
Experience to include domain areas like NLP and Computer Vision with technology areas like deep learning, machine learning, reinforcement learning and GenAI technologies
Demonstrated experience in generative AI with Azure or open AI platform
Proven experience with machine learning frameworks like TensorFlow, PyTorch, or scikit-learn.
Experience with distributed computing systems and large-scale data processing.
Excellent communication and collaboration skills.
Contribution to invention disclosure process.
A strong publication record in top machine learning conferences or journals.

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