Padmi

Technical Expert in Artificial Intelligence and Machine Learning

ChennaiPosted 3 months ago
Computer ResearchSeniorFull Time; Regular
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Role Overview: As a Technical Expert - AI/ML at ZF Commercial Vehicle Control Systems India Limited, you will be part of the ZF COE Team responsible for effectively communicating complex technical concepts related to AI, ML, DL, and RL to both technical and non-technical audiences. Your role will involve staying at the forefront of the field by keeping abreast of the latest advancements in algorithms, tools, and theoretical frameworks. Additionally, you will conduct cutting-edge research to identify novel AI/ML methodologies and collaborate with business stakeholders to understand operational challenges and translate them into analytical tasks. Key Responsibilities: - Stay updated with the latest advancements in algorithms, tools, and theoretical frameworks in the field of AI/ML. - Conduct cutting-edge research to identify novel AI/ML methodologies such as Deep Learning (DL), Reinforcement Learning (RL), Generative AI, and Agentic AI. - Perform domain-specific data analysis to identify trends, patterns, and insights relevant to business objectives. - Collaborate with business stakeholders to understand operational challenges and translate them into analytical tasks. - Fine-tune and optimize existing AI/ML solutions to reduce bias and improve performance in alignment with business goals. - Ensure consistent application of the right architecture and design principles to achieve security, scalability, and long-term sustainability. Qualifications Required: - 8+ years of experience in research development with a solid understanding of data structures and algorithms. - Master's degree in Mathematics, Computer Science, or other related technical fields (PhD is a plus). - Hands-on experience with generative AI architectures including GANs, VAEs, autoregressive models, Transformer-based networks, LLMs, and SLMs. - Familiarity with implementing RAG architecture for sophisticated AI applications. - Knowledge of MLOps practices to ensure the robustness, reliability, and scalability of AI systems. - Solid Python programming skills and experience with modern AI frameworks. Additional Details of the Company: ZF Commercial Vehicle Control Systems India Limited offers a dynamic and innovative work environment that encourages creativity and growth. The company fosters a diverse and inclusive workplace where all employees are valued and respected, promoting a culture of collaboration and mutual support. ZF is committed to the professional growth of its employees, offering extensive training programs, career development opportunities, and a clear path for advancement. Additionally, as part of a global leader in driveline and chassis technology, ZF provides opportunities to work on international projects and collaborate with teams worldwide. The company is dedicated to sustainability and environmental responsibility, actively working towards creating eco-friendly solutions and reducing its carbon footprint. ZF also prioritizes the well-being of its employees, providing comprehensive health and wellness programs, flexible work arrangements, and a supportive work-life balance. Apply now to be part of the ZF team and contribute as a Technical Expert in AI/ML! Role Overview: As a Technical Expert - AI/ML at ZF Commercial Vehicle Control Systems India Limited, you will be part of the ZF COE Team responsible for effectively communicating complex technical concepts related to AI, ML, DL, and RL to both technical and non-technical audiences. Your role will involve staying at the forefront of the field by keeping abreast of the latest advancements in algorithms, tools, and theoretical frameworks. Additionally, you will conduct cutting-edge research to identify novel AI/ML methodologies and collaborate with business stakeholders to understand operational challenges and translate them into analytical tasks. Key Responsibilities: - Stay updated with the latest advancements in algorithms, tools, and theoretical frameworks in the field of AI/ML. - Conduct cutting-edge research to identify novel AI/ML methodologies such as Deep Learning (DL), Reinforcement Learning (RL), Generative AI, and Agentic AI. - Perform domain-specific data analysis to identify trends, patterns, and insights relevant to business objectives. - Collaborate with business stakeholders to understand operational challenges and translate them into analytical tasks. - Fine-tune and optimize existing AI/ML solutions to reduce bias and improve performance in alignment with business goals. - Ensure consistent application of the right architecture and design principles to achieve security, scalability, and long-term sustainability. Qualifications Required: - 8+ years of experience in research development with a solid understanding of data structures and algorithms. - Master's degree in Mathematics, Computer Science, or other related technical fields (PhD is a plus). - Hands-on experience with generative AI architectures including GANs, VAEs, autoregressive models, Transform

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