HCL Technologies
Location
Noida | India
Job description
Job Description:We are seeking a highly skilled and experienced AI/ML Engineer to join our dynamic team. The ideal candidate will have a strong background in software development, machine learning, deep learning, generative AI, reinforcement learning, and excellent problem-solving skills. As a Developer, you will be responsible for designing and implementing cutting-edge solutions, leading a team of developers, and collaborating with cross-functional teams to deliver high-quality products. Proficiency in Python, PyTorch, CUDA, GPU programming, TensorFlow, and other relevant technologies is essential for this role.Key Responsibilities:- Architectural Design: Design and develop scalable, efficient, and reliable software architectures for machine learning, deep learning, generative AI, and reinforcement learning projects.- Technical Leadership: Lead and mentor a team of software engineers and data scientists, providing technical guidance, expertise, and best practices to ensure the successful implementation of machine learning solutions.- Algorithm Development: Develop and optimize machine learning algorithms, deep learning models, generative AI models, and reinforcement learning strategies to solve complex business problems.- Collaboration: Collaborate with cross-functional teams including product managers, data scientists, and researchers to define project requirements, design solutions, and ensure seamless integration of machine learning components into the software applications.- Coding and Programming: Write clean, efficient, and maintainable code in Python, leveraging frameworks such as PyTorch, TensorFlow, and CUDA/GPU programming for high-performance computing.- Research and Innovation: Stay up-to-date with the latest advancements in machine learning, deep learning, generative AI, and reinforcement learning technologies. Apply innovative solutions to enhance existing products and develop new applications.- Quality Assurance: Conduct thorough testing, validation, and debugging of machine learning models and software applications to ensure accuracy, reliability, and robustness.- Documentation: Prepare detailed technical documentation, including architecture diagrams, design documents, and code comments, to facilitate efficient collaboration and knowledge transfer within the team.Qualifications:- BTech/ BE/ ME/ MTech/MS/ PhD degree in Computer Science, Machine Learning, or related field.- Proven experience (2+ years) in software development and architecting machine learning, deep learning, generative AI, and reinforcement learning solutions.- Strong proficiency in programming languages such as Python.- Expertise in machine learning frameworks such as PyTorch and TensorFlow.- Experience with CUDA and GPU programming for accelerated computing.- Solid understanding of algorithms, data structures, and software engineering principles.- Excellent problem-solving skills and the ability to translate complex requirements into efficient technical solutions.- Strong communication skills, both written and verbal, with the ability to explain complex concepts to non-technical stakeholders.- Previous experience in leading and mentoring technical teams is a plus.- Demonstrated ability to work in a collaborative, fast-paced environment and adapt to new technology (ref:hirist.tech)
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