Information Technology
Full-Time
Yellow.ai
Overview
Responsibilities
- Apply machine learning, NLP, and deep learning methods to unstructured data sets and complex systems.
- Conduct individual and collaborative R and D initiatives centered around NLU, LLMs, with a special focus on LLM fine-tuning, security, explainability, and governance.
- Research and evaluate groundbreaking approaches to NLU and LLM-related problems.
- Develop new algorithms and methods for optimizing our existing LLM.
- Investigate and solve exciting and difficult challenges in machine learning, classification, data science, content analysis, and deep learning.
- Partner with Product and various platform teams to identify, highlight, and integrate new opportunities, ensuring the timely delivery of pivotal projects leveraging LLM, RAG, and AI/Generative AI technologies.
- Provide technical leadership and mentorship to mid/junior-level team members.
- BS/MS or PhD in AI or Natural Language Processing, mathematics, or a science field with a strong data/ML component; or equivalent related professional experience.
- Proven experience in NLP research, with a special focus on large language models (LLM).
- Hands-on experience with LLMs, fine-tuning, model safety, and security considerations.
- Ability to work closely with the product team to identify and implement differentiating features within LLM and RAG solutions to create unique and compelling product offerings.
- Ability to identify and implement emerging technologies in the AI/ML landscape.
- Experience in architecting, developing, and successfully deploying complex, large-scale ML/AI systems with a strong focus on model explainability, governance, and document search and retrieval.
- Knowledge of machine learning algorithms such as dimensionality reduction (PCA, SVD, UMAP, t-SNE), RNN/LSTM, convolutional neural networks, attention-based transformers, GANs, BERT, GPT-3 OpenAI, Hugging Face Transformers, and text generation models like T5 and XLNet.
- A strong aptitude for mathematics, particularly algebra and statistics.
- Experience with SciKit-Learn, Keras, PyTorch, and TensorFlow in building multilayer NNs, etc, and other ML libraries.
- Develop NLP / NLU modules using Spacy, Stanford NLP, Machine Learning, Huggingface, TensorRT, Distributed GPU Training, and Quantization.
- A team player who thrives when facing challenges.
- Experience architecting, developing, and successfully delivering complex, large-scale systems.
Similar Jobs
View All
1 Day ago
TrueFan - Senior Machine Learning Engineer
Information Technology
- Thiruvananthapuram, Kerala, India
About UsTrueFan is at the forefront of AI-driven content generation, leveraging cutting-edge generative models to build next-generation products. Our mission is to redefine content generation space through advanced AI technologies, including deep ge...
1 Day ago
Salesforce commerce cloud consultant
Information Technology
- Thiruvananthapuram, Kerala, India
Salesforce Commerce Cloud consultant 5+ Years of Experience 6 to 12 months Mode - Remote 1.1LPM - 1.2LPM Max Key Responsibilities Translate business requirements into scalable Salesforce Service Cloud solutions, in collaboration with CAE's technic...
1 Day ago
Cloud Infrastructure Engineer
Information Technology
- Thiruvananthapuram, Kerala, India
DescriptionInvent the future with us. Recognized by Fast Company’s 2023 100 Best Workplaces for Innovators List, Ampere is a semiconductor design company for a new era, leading the future of computing with an innovative approach to CPU design focuse...
1 Day ago
Devops Engineer- Intermetiate
Information Technology
- Thiruvananthapuram, Kerala, India
BackJD: Dev ops Engineer:As a DevOps Specialist- should be able to take ownership of the entire DevOps process, including Automated CI/CD pipelines and deployment to production.They should also be comfortable with risk analysis and prioritization.Le...
1 Day ago
Sr Data Scientist (London)
Information Technology
- Thiruvananthapuram, Kerala, India
AryaXAI stands at the forefront of AI innovation, revolutionizing AI for mission-critical, highly regulated industries by building explainable, safe, and aligned systems that scale responsibly. Our mission is to create AI tools that empower research...
1 Day ago
Software Test Engineer
Information Technology
- Thiruvananthapuram, Kerala, India
By clicking the “Apply” button, I understand that my employment application process with Takeda will commence and that the information I provide in my application will be processed in line with Takeda’s Privacy Notice and Terms of Use. I further att...
1 Day ago
Software Developer 5 (Java Fullstack)
Information Technology
- Thiruvananthapuram, Kerala, India
Job DescriptionBuilding off our Cloud momentum, Oracle has formed a new organization - Oracle Health Applications & Infrastructure. This team focuses on product development and product strategy for Oracle Health, while building out a complete platfo...
1 Day ago
Java Developer - Spring Frameworks
Information Technology
- Thiruvananthapuram, Kerala, India
Java DescriptionWe are looking for a passionate and talented Java Developer with 2-3 years of hands-on experience to join our growing development team.The ideal candidate should have a strong foundation in Java technologies and the ability to develo...
Talk to us
Feel free to call, email, or hit us up on our social media accounts.
Email
info@antaltechjobs.in