AI / ML Engineer
Yellow.ai
Date: 4 days ago
City: Bengaluru, Karnataka
Contract type: Full time
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.
How to apply
To apply for this job you need to authorize on our website. If you don't have an account yet, please register.
Post a resumeSimilar jobs
SDE-1 FTC
Amazon,
Bengaluru, Karnataka
6 hours ago
DescriptionThis job role is a seasonal role (FTC- Fixed term contract) for 12 months contract on the payroll of Amazon.External Job Description(Job Summary)*: You will be part of a new team building a large scale tier-1 rendering platform that supports as the skeleton for all the payment pages to depend, host and render on, in Amazon Pay. You and a...
Staff Nurse
Apollo Hospitals,
Bengaluru, Karnataka
3 days ago
QualificationJob PurposeGraduate; 1st division in 10th, 12th and GNM Nursing/BSc Nursing/M.Sc NursingRelevant Experience3 months 5 years of experience in the field of Nursing assessing patients health problems, providing care to sick, disabled, recovering or injured patients, maintaining important medical records, implementing a nursing care plan and advising patients about maintaining health.ResponsibilitiesRecording medical history and symptomsAdministering medication and treatmentCollaborating with teams...
Senior Financial Analyst
GE Vernova,
Bengaluru, Karnataka
4 days ago
Job Description SummaryThe FP&A Analyst – Commercial Analytics, will be responsible for analysis related to orders, revenue, margin, price, and sales commissions. This role will need to interact with business partners and critically evaluate funnel to orders conversion and associated sales commissions.ResponsibilitiesJob DescriptionOrder Management: Analyze order trends, track order fulfillment, and identify areas for improvement.Revenue Analysis: Prepare detailed revenue reports,...
