Staff Machine Learning Engineer

$203,000 - $239,000/Yr

Eightfold.Ai - Santa Clara, CA

posted 2 months ago

Full-time - Senior
Santa Clara, CA

About the position

At Eightfold.ai, we are at the forefront of innovation in the AI-driven HR tech space, and we are looking for exceptional engineers to join our AI/ML team. This team is the driving force behind our cutting-edge solutions, consisting of passionate experts who thrive on pushing the boundaries of applied machine learning. We work with massive datasets and tackle complex challenges to create AI models that transform how companies approach talent management. As a senior AI/ML engineer, you will play a crucial role in leading and inspiring a team of talented ML Engineers, fostering a culture of innovation and collaboration. You will be responsible for designing and building scalable, robust, and efficient ML pipelines that power our core products. Your work will involve developing novel algorithms and continuously improving existing models for performance, accuracy, and scalability. You will also tackle real-world problems in areas such as natural language processing, recommendation systems, and predictive analytics, while staying ahead of the curve by researching and implementing state-of-the-art techniques in deep learning and reinforcement learning. Additionally, you will implement scalable solutions using large language models (LLMs), fine-tune LLMs for specific NLP tasks, and develop and deploy LLM-powered applications.

Responsibilities

  • Lead and inspire a team of talented ML Engineers, fostering a culture of innovation and collaboration.
  • Design and build scalable, robust, and efficient ML pipelines that power our core products.
  • Develop novel algorithms and continuously improve existing models for performance, accuracy, and scalability.
  • Tackle challenging real-world problems in areas like natural language processing, recommendation systems, and predictive analytics.
  • Research and implement state-of-the-art techniques in deep learning, reinforcement learning, and other emerging fields.
  • Implement scalable solutions using LLMs, fine-tune LLMs for specific NLP tasks, and develop and deploy LLM-powered applications.

Requirements

  • Strong foundation in Machine Learning, Deep Learning, and NLP, with a proven track record of developing and deploying ML models at scale.
  • Experience leading and mentoring teams, with excellent communication and collaboration skills.
  • Ability to analyze complex problems, think critically, and develop innovative solutions.
  • A genuine enthusiasm for pushing the boundaries of AI and its applications in the real world.
  • Proficiency in Python and relevant ML frameworks (TensorFlow, PyTorch, etc.), as well as experience with big data technologies (Hadoop, Spark).
  • Strong CS fundamentals and coding languages (Python, C/C++, Java, Scala, R).
  • Experience in developing and deploying LLM-powered applications, knowledge of LLM fine-tuning techniques and optimization strategies, and understanding of LLM ethical considerations and biases.

Nice-to-haves

  • Minimum of 6-10+ years of relevant work experience in ML and AI.
  • MS or PhD in Computer Science or a related field.
  • Publications in top-tier AI conferences.
  • Experience with GenAI, LLMs, and Transformers.
  • Contributions to open-source ML projects.

Benefits

  • Family medical coverage
  • Vision coverage
  • Dental coverage
  • Competitive base salary
  • Eligibility for equity awards
  • Discretionary bonuses or commissions
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