HCL - AI Engineering Director
17 hours ago
Job Title: HCL - Technical Lead - Generative AI
About the Company:
Hcl Technologies Limited is a leading technology services company, providing end-to-end IT services to global clients.
Job Description:
We are seeking an experienced Senior AI Engineer to lead our generative models team. The ideal candidate will have a strong background in machine learning, deep learning, and natural language processing (NLP), with expertise in developing and implementing generative AI models using techniques such as GPT, VAE, and GANs.
Key Responsibilities:
- Collaborate with cross-functional teams to define AI project requirements and objectives, ensuring alignment with overall business goals.
- Conduct research to stay up-to-date with the latest advancements in generative AI, machine learning, and deep learning techniques, and identify opportunities to integrate them into our products and services.
- Optimize existing generative AI models for improved performance, scalability, and efficiency.
- Participate actively in developer communities, open-source contributions, or personal GenAI projects.
- Work closely with the GenAI development team to integrate AI models and applications with the existing/new tool, quality, and performance.
- Act as an authority, guiding junior engineers and collaborating teams, fostering a culture of development excellence, collaboration, and continuous learning.
Requirements:
- Proficient in Python, with experience in machine learning, deep learning, and NLP processing.
- Experience in developing and implementing generative AI models, with a strong understanding of deep learning techniques such as GPT, VAE, and GANs.
- Proficient in Langchain, LLM, and Prompt Engineering.
- Model Evaluation & Optimization: Evaluate LLM's zero-shot and few-shot capabilities, fine-tune hyperparameters, ensure task generalization, and explore model interpretability for robust web app integration.
- Response Quality: Collaborate with ML and Integration engineers to leverage LLM's pre-trained potential, delivering contextually appropriate responses in a user-friendly web app.
- Strong understanding of data structures, algorithms, and principles of software engineering.
- Experience with vector databases, RDBMS, MongoDB, and NoSQL databases.
- Proficiency in working with embeddings.
Nice to Have:
- Experience contributing to the architecture and design of large-scale distributed systems and/or ML systems and tools.
- Hands-on experience leveraging large sets of structured and unstructured data to develop data-driven tactical and strategic analytics and insights using ML, NLP, computer vision solutions.
- Proven experience as a Software Engineering Manager or similar role.
Salary: $220,000 per year
Location: Remote (USA)
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