21 days ago
Chennai, IndiaStaff+
Responsibilities
- Design and implement scalable large language model and neural network architectures for natural language understanding and generation.
- Develop machine learning algorithms, computational systems, scalable data pipelines, and production AI/ML solutions.
- Customize and deploy deep learning, generative AI, and language models for enterprise use cases, including edge and high-performance computing environments.
- Build and operate model training and production systems with monitoring, alerting, auditing, and related operational capabilities.
- Work with large-scale datasets, data preprocessing, model evaluation, and efficient storage and retrieval mechanisms.
- Lead research and development of AI, machine learning, high-performance computing algorithms, models, and simulations.
- Collaborate with business, technical, engineering, architecture, and design stakeholders to integrate models into production systems.
- Act as a subject matter expert and advisor, make decisions across multiple teams, and mentor junior team members.
Requirements
- At least 18 years of experience in machine learning is required.
- A minimum of 15 years of full-time education is required.
- Bachelor’s degree or equivalent; a master’s or PhD in a related field is preferred.
- At least 7 years of experience as a machine learning engineer or scientist deploying models in production at scale.
- At least 7 years of experience applying computer science foundations, computer architecture, systems engineering, and programming.
- At least 5 years of experience with distributed computing systems and architectures, including areas such as big data, high-performance computing, scientific computing, grid computing, cloud computing, or distributed networks.
- At least 4 years of experience building and deploying AI/ML software to a cloud environment.
- Proficiency in machine learning, Python, and Python-based AI/ML frameworks such as TensorFlow and PyTorch.
- Experience with language model APIs and optimizing their use for specific applications.
- Experience with Python, C++, Java, R, and SQL.
- Understanding of neural network architectures, deep learning frameworks, large-scale dataset processing, natural language processing, and language model evaluation metrics.
- Strong client-facing, communication, advisory, cross-functional collaboration, and stakeholder-management skills.
Benefits
- The position is based at the Accenture Chennai office.
About Accenture
Accenture is a global professional services firm providing management consulting, systems integration and technology, cybersecurity, and business process outsourcing for enterprises and governments. It operates a services-driven model delivering projects and managed services, often with major cloud and software partners, across industries worldwide. Headquartered in Dublin and publicly traded on the NYSE (ACN), it originated as Andersen Consulting and adopted the Accenture name in 2001.