Eightfold

About Company

Machine Learning Engineer - AI

Location: Santa Clara, CA (Onsite Position)

About Eightfold AI

Eightfold AI is the leader in AI-powered talent intelligence, revolutionizing the talent management landscape. Our proprietary Talent Intelligence Platform™ empowers organizations to identify, attract, and retain top-tier talent while equipping employees with the tools they need for career growth and success. Join us in shaping the future of work!

About The AI/ML Team

Our AI/Machine Learning team is pioneering breakthrough Machine Learning models for scalable applications, pushing the boundaries of the $400 Billion HR Tech industry. This dynamic team thrives on innovative challenges, working with massive datasets to create next-generation technologies.

Responsibilities

• Develop, train, and productionize advanced ML models across all Eightfold products.
• Enhance Open Source Large Language Models using diverse datasets.
• Apply cutting-edge solutions from Generative AI.
• Establish industry best practices for Machine Learning in HR and Recruiting.
• Promote equal opportunity by improving our internal model fairness platform.
• Create innovative Machine Learning and AI algorithms.
• Implement best practices for AI-enabled product development.
• Develop AI-based systems for Natural Language Processing (NLP).
• Optimize ML models for time efficiency, performance, cost, scalability, and accuracy.
• Develop tools for the automatic training, updating, and evaluation of Large Language Models.

Qualifications

• BS/MS in Computer Science or Engineering.
• Solid foundation in Machine Learning (ML), Deep Learning, and NLP.
• Experience with GenAI, LLMs (e.g., BERT, GPT-3, T-5), and transformers.
• Proficiency in ML programming languages (Python, C, C++, Java, R, Scala, etc.).
• Understanding of data and ML systems, including REST APIs, microservices, data ingestion, processing systems, and distributed systems.
• Passion for delivering high-quality models.

Nice to Haves

• Experience with ML/AI algorithms, tools, Deep Learning, or NLP.
• Familiarity with Python scientific libraries (numba, pandas) and ML frameworks (scikit-learn, tensorflow, torch, etc.).
• Experience in implementing production ML systems and handling large-scale datasets.
• Hands-on experience with NLP solutions.
• Knowledge of Spark, MLLib, Databricks MLFlow, Apache Airflow, and related technologies.
• Experience with large data analysis using Hadoop, Spark, or similar technologies.
• Proven innovation ability, supported by a track record of software artifacts or academic publications in applied ML.

Pay Transparency

This Santa Clara, CA hybrid role offers a base annual salary range of $144,000 to $169,000, with eligibility for up to a 10% discretionary bonus and pre-IPO equity (stock options). This compensation package varies based on qualifications, skills, experience, and location.

Hybrid Work at Eightfold

We embrace a hybrid work model to foster collaboration, strengthen our culture, and drive innovation through a mix of remote and in-person engagements. Starting February 1, 2024, employees near Santa Clara, CA, as well as our Bangalore and Noida offices in India, will return to the office twice a week.

Eightfold.ai ensures equal employment opportunities for all employees and applicants, regardless of race, color, religion, sex, sexual orientation, gender identity, national origin, age, or disability.

We offer comprehensive benefits, including family medical, vision, and dental coverage, a competitive base salary, and eligibility for equity awards and discretionary bonuses or commissions.

#Onsite