06 Sep
|
TalentOla
|
Bengaluru
06 Sep
TalentOla
Bengaluru
Job Description Location: Hyderabad ,Any BSL • Must have 10+ years of experience working in Data science, Machine learning and especially NLP technologies. • Exposure to various LLM technologies and solid understanding of Transformer Encoder Networks. • Able to apply deep learning and generative modeling techniques to develop LLM solutions in the field of Artificial Intelligence. • Utilize your extensive knowledge and expertise in machine learning (ML) with a focus on generative models, including but not limited to generative adversarial networks (GANs), variational autoencoders (VAEs), and transformer-based architectures. • Solid understanding of Model development, model serving, training/re-training techniques in a data sparse environment. • Very valuable understanding of Prompt engineering techniques in developing Instruction based LLMs. • Must be able to design, and implement state-of-the-art generative models for natural language processing (NLP) tasks such as text generation, text completion, language translation, and document summarization.
• Work with SAs and collaborate with cross-functional teams to identify business requirements and deliver solutions that meet the customer needs. • Passionate to learn and stay updated with the latest advancements in generative AI and LLM. • Nice to have -contributions to the research community through publications, presentations, and participation in relevant conferences or workshops. • Evaluate and preprocess large-scale datasets, ensuring data quality and integrity, and develop data pipelines for training and evaluation of generative models. • Ability to articulate to business stakeholders on the hallucination effects and various model behavioral analysis techniques followed. • Exposure to developing Guardrails for LLMs both with open source and cloud native models. • Collaborate with software engineers to deploy and optimize generative models in production environments, considering factors such as scalability, efficiency,
📌 Tech Lead (Bengaluru)
🏢 TalentOla
📍 Bengaluru