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Academian India
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Artificial Intelligence Lead - LLM/Deep Learning (5-10 yrs)
Academian India
posted 16hr ago
Flexible timing
Key skills for the job
Role Overview :
We are seeking an experienced AI Technical Lead to spearhead the development and deployment of cutting-edge AI solutions.
The ideal candidate will possess a strong foundation in AI algorithms, hands-on expertise with machine learning and deep learning frameworks, and a forward-thinking approach to leveraging emerging AI technologies like AGENTIC AI, RAG, Graph Databases, and open-source LLMs.
This role also involves guiding the team to deliver scalable, efficient, and impactful AI products aligned with the EdTech domain.
Key Responsibilities :
AI Model Development : .
- Design, train, and deploy AI models for diverse use cases, including : .
- Computer Vision : Image recognition, object detection, segmentation etc.
- Natural Language Processing (NLP) : Text classification, summarization, question-answering systems etc.
Generative AI : Fine-tuning and deploying open-source large language models (LLMs) and Private Models.
RAG (Retrieval-Augmented Generation) :
- Implement AI systems combining retrieval with generative models.
- Optimize AI models for performance, scalability, and accuracy using core algorithms (regression, KNN, SVM, etc.
Open-Source LLM Development :
- Develop and fine-tune open-source LLMs to cater to domain-specific needs.
- Deploy open-source LLMs effectively in production environments, ensuring scalability and low latency.
- Explore and implement open-source tools and frameworks like Hugging Face, LangChain, and Transformer libraries.
Integration & Architecture :
- Integrate AI solutions with Vector/Graph db for advanced data relationships and queries.
- Implement and manage MLOps/LLMOps pipelines for efficient deployment, monitoring, and scaling of AI models.
Leadership :
- Mentor and guide junior engineers, fostering innovation and skill development.
- Collaborate with cross-functional teams, including product management, data engineering, and software development, to align AI strategies with business goals.
Infrastructure :
- Leverage cloud AI platforms (AWS SageMaker, Google Vertex AI, Azure AI) for scalable solutions.
- Adopt open-source frameworks and tools (e.g. , TensorFlow, PyTorch, Hugging Face) for experimentation and development.
Best Practices :
- Establish robust practices for coding, testing, and documenting AI solutions.
- Stay at the forefront of AI research and emerging trends like AGENTIC AI, RAG, and open-source LLM development.
Requirements :
Experience :
- 5+ years of experience in AI/ML, with at least 2 years in a technical lead role.
- Proven expertise in designing and deploying AI solutions in production environments.
Technical Skills :
- Strong proficiency in machine learning frameworks (TensorFlow, PyTorch, Scikit-learn).
- Hands-on experience with tools like Hugging Face, OpenAI API, and Google AI tools.
- In-depth understanding of core ML algorithms (regression, KNN, clustering, etc.) and deep learning models.
- Familiarity with open-source LLM development and deployment.
- Experience with RAG architectures, Graph Databases, and LLMOps practices.
- Expertise in CI/CD pipelines, containerization (Docker, Kubernetes), and cloud AI platforms (AWS, Google Cloud, Azure).
- Domain Knowledge.
- Familiarity with EdTech standards (LTI, xAPI, QTI) and adaptive learning systems is a strong plus.
Soft Skills :
- Exceptional leadership and team mentoring abilities.
- Strong problem-solving skills and excellent communication for technical and non-technical stakeholders.
Education : Bachelor's or Master's degree in Computer Science, AI, Data Science, or related fields.
Why Join Us :
- Drive AI initiatives shaping the future of education technology.
- Work in a collaborative, innovation-focused environment.
- Competitive salary, comprehensive benefits, and opportunities for professional growth.
Functional Areas: Other
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