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Eightfold AI

Machine Learning Engineer - AI/ML

Remote Santa Clara, CA
USD 144k - 144k
Scala AWS R API Microservices TensorFlow Torch Deep Learning Java Pandas Spark Hadoop Machine Learning JavaScript Python C++
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Description
About the AI/ ML Team
The AI / Machine Learning team is building the industry's leading Machine Learning models for use cases at scale. This team is also responsible for pushing the boundaries of applied Machine Learning and state-of-the-art Generative AI techniques on a challenging and diverse dataset. The team is at the forefront of building frameworks for Responsible AI development.

What you will do (learn to do)
  • You will own, build, train and productionize cutting-edge ML models across all Eightfold products, end to end - in production.
  • Build on top of Open Source Large Language Models to leverage a diverse dataset. 
  • Apply innovative solutions from Generative AI
  • Create industry best practices for Machine Learning in Recruiting and HR
  • Do it responsibly to provide equal opportunity for everyone by extending our internal model fairness platform
  • Create innovative algorithms for Machine Learning & AI
  • Implement best practices for building AI-enabled products
  • Develop AI-based systems for Natural Language Processing (NLP)
  • Optimize Machine Learning models for time efficiency, performance, cost, scalability, and accuracy
  • Develop tools and processes for automatically train, update and evaluate Large Language Models (LLMs)
What you bring
  • Good foundation in Machine Learning (ML), Deep Learning, Large Language Models (LLM) and Natural Language Processing (NLP).
  • Hands-on experience in applying Natural Language Processing (NLP) solutions is a plus.
  • Ability to work cross functionally & interface with Data Scientists
  • Familiar with Large Language Models, transformers like BERT, GPTs, T-5, HuggingFace etc.
  • 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.
  • 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.
Nice To Haves
  • Experience with scientific libraries in Python (numba, pandas) and machine learning tools and frameworks (scikit-learn, tensorflow, torch, etc.).
  • Experience with implementing production machine learning systems, and working with large scale datasets is a plus
  • Solid understanding of machine learning theory
  • Metrics-focused and passionate about delivering high quality models.
  • Familiar with Pandas or Python machine learning libraries
  • Familiar with Spark, MLLib, Databricks MLFlow, Apache Airflow and similar related technologies.
  • Familiar with a cloud based environment such as AWS
  • Experience with analyzing large data sets, using Hadoop, Spark or related technologies is a plus.

Pay Transparency
Please note this role is categorized as hybrid in Santa Clara, CA The base salary ranges below are provided for pay transparency. Base pay is only one piece of our total compensation package as this role may be eligible for bonus and equity awards. Compensation varies depending on a number of factors including qualifications, skills, competencies, experience and zone. Zones are determined by location. 
Zone A is in SF Bay Area, CA . Base annual salary range: $144,000 to 169,000 + discretionary bonus up to 10% + preIPO equity.

Hybrid Work @ Eightfold: We embrace a hybrid work model that aims to boost collaboration, enhance our culture, and drive innovation through a blend of remote and in-person work. We are committed to creating a dynamic and flexible work environment that nurtures the collaborative spirit of our team. Starting February 1, 2024, employees residing near Santa Clara, California, or our Bangalore and Noida offices in India will return to the office twice a week.
 
Eightfold.ai provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, or disability. 

Experience our comprehensive benefits with family medical, vision and dental coverage, a competitive base salary, and eligibility for equity awards and discretionary bonuses or commissions.
Eightfold AI
Eightfold AI
Artificial Intelligence (AI) Business Intelligence Human Resources Information Technology Recruiting SaaS

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