Machine Learning Engineer

1 week ago


Santa Clara, California, United States Eightfold LLC Full time
About the Role:

We are seeking a highly skilled Machine Learning Engineer to join our AI/ML team at Eightfold LLC. As a key member of our team, you will be responsible for developing and training cutting-edge Machine Learning models for use cases at scale. You will work on next-generation technologies that are disrupting the $400 Billion HR Tech industry.

Key Responsibilities:

* Develop, train, and productionize cutting-edge ML models across all Eightfold products
* 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
* Help ensure 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 training, updating, and evaluating Large Language Models

Requirements:

* BS/MS in Computer Science or Engineering
* Good foundation in Machine Learning (ML), Deep Learning, and NLP
* Familiarity with GenAI, LLMs (large language models, transformers like BERT, GPT-3, T-5), etc.
* Strong knowledge of CS fundamental concepts and ML languages (Python, C, C++, Java, R, and Scala, etc.)
* Understanding of data and/or ML systems with the ability to think across layers of the stack - REST APIs, microservices, data ingestion and processing systems, and distributed systems
* Passionate about delivering high-quality models

Nice to Haves:

* Relevant work experience with ML/AI algorithms, tools, Deep Learning, or NLP
* 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
* Hands-on experience in applying Natural Language Processing (NLP) solutions is a plus
* Familiar with Spark, MLLib, Databricks MLFlow, Apache Airflow, and similar related technologies
* Experience with analyzing large data sets using Hadoop, Spark, or related technologies is a plus
* Ability to innovate, proven by a track record of software artifacts or academic publications in applied machine learning

What We Offer:

* Competitive base salary range: $144,000 to 169,000 + discretionary bonus up to 10% + pre-IPO equity (stock options)
* Comprehensive benefits package, including family medical, vision, and dental coverage
* Eligibility for equity awards and discretionary bonuses or commissions
* Hybrid work model with a blend of remote and in-person work

Equal Employment Opportunity:

Eightfold LLC is an equal employment opportunity employer and welcomes applications from diverse candidates. We are committed to creating a dynamic and inclusive work environment that fosters collaboration, innovation, and growth.

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