Job Description

Lead / Staff Engineer - Machine Learning

What You Should Already Know:

• Strong foundation in Machine Learning (ML), Deep Learning, and NLP
• Hands-on experience in applying Natural Language Processing solutions to challenging real world problems.
• Ability to work cross functionally & interface with data science experts across Eightfold customer base
• Familiar with Language models, transformers like BERT, GPT-3, T-5 etc.
• BS or MS or PhD degree in Computer Science, Data Science or Mathematics
• Exceptionally strong knowledge of CS fundamental concepts and ML languages ( like Python, C, C++, Java, JavaScript, R, and Scala, etc. )
• Ability to innovate, as proven by a track record of software artifacts or academic publications in applied machine learning.
• Prior experience building and deploying machine learning models in production at scale
• Understanding of data and/or ML systems with ability to think across layers of the stack - REST APIs, microservices, data ingestion and processing systems, and distributed systems.
• Extensive experience with scientific libraries in Python (numpy, pandas) and machine learning tools and frameworks (scikit-learn, tensorflow, torch, etc.).
• Experience of implementing production machine learning systems, working with large scale datasets and solid understanding of machine learning theory.
• Metrics-focused and passionate about delivering high quality models.
• Experience with analyzing large data sets, using Hadoop, Spark