LLM Architect
1 week ago
Job Title: LLM Architect
Location: Bangalore, India
Experience: 6 to 10 years
Job Type: Full-time
Job Description:
We are seeking a highly skilled and experienced LLM Architect to join our dynamic team in Bangalore. As an LLM Architect, you will play a pivotal role in designing, developing, and implementing large language models (LLMs) to drive innovation and excellence within our AI initiatives. This is an exciting opportunity for a professional who is passionate about cutting-edge AI technologies and has a proven track record in architecting complex LLM solutions.
Key Responsibilities:
1. Architecting LLM Solutions:
Design and develop scalable and efficient LLM architectures that meet business and technical requirements.
Evaluate and integrate state-of-the-art LLM technologies and frameworks.
Create detailed design documents, including architectural diagrams and specifications.
2. Model Development and Optimization:
Lead the development and fine-tuning of large language models for various applications.
Implement techniques for optimizing model performance, including parameter tuning, pruning, and quantization.
Ensure robustness, accuracy, and efficiency in model deployments.
3. Collaboration and Leadership:
Collaborate with cross-functional teams, including data scientists, engineers, and product managers, to align on project goals and deliverables.
Provide technical guidance and mentorship to junior team members.
Lead code reviews, provide feedback, and ensure best practices in software development.
4. Research and Innovation:
Stay updated with the latest advancements in AI and LLM technologies.
Conduct research to identify new opportunities and improvements in existing models.
Publish and present findings at conferences and in scientific journals.
5. Implementation and Deployment:
Oversee the end-to-end implementation of LLM solutions, from development to deployment.
Ensure seamless integration with existing systems and workflows.
Monitor and maintain deployed models, ensuring performance and scalability.
Qualifications:
Education: Bachelor's or Master's degree in Computer Science, Engineering, or a related field. PhD is a plus.
Experience: 6 to 10 years of experience in AI/ML, with a significant focus on large language models.
Technical Skills:
Proficiency in programming languages such as Python, Java, or C++.
Extensive experience with deep learning frameworks like TensorFlow, PyTorch, or similar.
Strong understanding of natural language processing (NLP) and related technologies.
Experience with cloud platforms (AWS, GCP, Azure) for model deployment.
Familiarity with data management and preprocessing techniques.
Key Competencies:
Strong problem-solving skills and the ability to think critically and analytically.
Excellent communication and collaboration skills.
Ability to work independently and manage multiple projects simultaneously.
Proven track record of leading and delivering complex AI projects.
Passion for continuous learning and staying current with industry trends.
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