Foundation Inc.
Senior Data Scientist
Foundation Inc., Spokane, Washington, United States, 99254
Foundation AI is seeking a Senior Data Scientist with a strong focus on Natural Language Processing(NLP) and Large Language Models (LLMs). In this role, you will lead the research, development, andoptimization of advanced algorithms that enable computers to understand, interpret, and generatehuman language.Job Summary:
As a Senior Data Scientist, you'll play a pivotal role in researching, developing, and enhancing algorithmsthat empower computers to learn from text. Your primary focus will be on improving accuracy, reducingcosts, and enhancing efficiency through the development of cutting-edge NLP capabilities. By harnessingthe power of structured and unstructured data, you'll contribute to the advancement of AI-drivensolutions aimed at revolutionizing our client services.Responsibilities:
Utilize both structured and unstructured data (text, images, video, audio) to develop AI and ML models.Conduct research on emerging AI and ML techniques, with a focus on NLP.Hands-on experience with advanced models such as Transformers (BERT, RoBERTa), CNN, LSTM, XGBoost, GPT, YOLO, etc.Experience in fine-tuning LLMs for tasks such as Information Extraction and Document SummarizationOptimize the model performance using techniques such as Quantization, Pruning, LoRAEnsure data integrity through processing, cleansing, and verification.Apply pattern recognition, knowledge graph, classification, and regression techniques to solve complex problems.3-6 years of hands-on experience in data science, with a strong understanding of Machine Learning principles.Proficiency in NLP and experience with BERT family models.Familiarity with Deep Learning frameworks like TensorFlow and PyTorch.Building and deploying LLMs in Production at scaleExcellent programming skills in Python, with additional experience in Java and Scala as a plus.Experience building ML/DL models at scale and proficient in Git.Knowledge of Docker/Kubernetes, Web Application Development, PySpark, and Big Data technologies is advantageous.A proactive attitude and a passion for making a meaningful impact.Skill/Qualifications:
Minimum 2 years of experience in NLP, including text classification, information extraction, and named entity recognition.Proficiency with BERT family models (BERT, RoBERTa, DistilBERT).Experience with building LLMs (Open Source/Commercial), such as Mistral, LLaMA, T5, Falcon, Vicuna, MPT, openAI, Claude, BARD.Optimally deploying Open Source LLMs in ProductionStrong experience with TensorFlow and PyTorch.Expertise in Python programming.Working knowledge of PostgreSQL, Docker, Git, MLOps, and building pipelines in model monitoring.Demonstrated experience deploying NLP models in production environments.Foundation AI is dedicated to fostering an inclusive and diverse workplace, valuing the principles of equal opportunity and affirmative action. We strive to provide equal employment opportunities to all individuals, irrespective of their race, colour, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, or veteran status. We believe in upholding these values and complying with all applicable laws.
Please send your CV to
careers@foundationai.com
19800 MacArthur Boulevard, Suite 300, Irvine, CA 92612#J-18808-Ljbffr
As a Senior Data Scientist, you'll play a pivotal role in researching, developing, and enhancing algorithmsthat empower computers to learn from text. Your primary focus will be on improving accuracy, reducingcosts, and enhancing efficiency through the development of cutting-edge NLP capabilities. By harnessingthe power of structured and unstructured data, you'll contribute to the advancement of AI-drivensolutions aimed at revolutionizing our client services.Responsibilities:
Utilize both structured and unstructured data (text, images, video, audio) to develop AI and ML models.Conduct research on emerging AI and ML techniques, with a focus on NLP.Hands-on experience with advanced models such as Transformers (BERT, RoBERTa), CNN, LSTM, XGBoost, GPT, YOLO, etc.Experience in fine-tuning LLMs for tasks such as Information Extraction and Document SummarizationOptimize the model performance using techniques such as Quantization, Pruning, LoRAEnsure data integrity through processing, cleansing, and verification.Apply pattern recognition, knowledge graph, classification, and regression techniques to solve complex problems.3-6 years of hands-on experience in data science, with a strong understanding of Machine Learning principles.Proficiency in NLP and experience with BERT family models.Familiarity with Deep Learning frameworks like TensorFlow and PyTorch.Building and deploying LLMs in Production at scaleExcellent programming skills in Python, with additional experience in Java and Scala as a plus.Experience building ML/DL models at scale and proficient in Git.Knowledge of Docker/Kubernetes, Web Application Development, PySpark, and Big Data technologies is advantageous.A proactive attitude and a passion for making a meaningful impact.Skill/Qualifications:
Minimum 2 years of experience in NLP, including text classification, information extraction, and named entity recognition.Proficiency with BERT family models (BERT, RoBERTa, DistilBERT).Experience with building LLMs (Open Source/Commercial), such as Mistral, LLaMA, T5, Falcon, Vicuna, MPT, openAI, Claude, BARD.Optimally deploying Open Source LLMs in ProductionStrong experience with TensorFlow and PyTorch.Expertise in Python programming.Working knowledge of PostgreSQL, Docker, Git, MLOps, and building pipelines in model monitoring.Demonstrated experience deploying NLP models in production environments.Foundation AI is dedicated to fostering an inclusive and diverse workplace, valuing the principles of equal opportunity and affirmative action. We strive to provide equal employment opportunities to all individuals, irrespective of their race, colour, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, or veteran status. We believe in upholding these values and complying with all applicable laws.
Please send your CV to
careers@foundationai.com
19800 MacArthur Boulevard, Suite 300, Irvine, CA 92612#J-18808-Ljbffr