About Eightfold.ai
Eightfold.ai is at the forefront of innovation in the AI-driven HR tech space. We're not just building software; we're shaping the future of how organizations find, manage, and empower their talent. Our groundbreaking AI platform is revolutionizing the industry, and we're looking for exceptional engineers to join our team and drive the next wave of advancements. Our AI-native enterprise talent intelligence platform leverages Gen AI, LLM, NNLP and deep Learning algorithms, global talent insights, and matching engines to empower organizations and individuals alike.
About AI Team
Our AI/ML team is the driving force behind Eightfold's cutting-edge solutions. We're a group of passionate experts who thrive on pushing the boundaries of applied machine learning. We work with massive datasets, tackle complex challenges, and collaborate to create AI models that are transforming the way companies approach talent management.
The AI Agents team at Eightfold.ai is at the forefront of developing intelligent, autonomous systems that will redefine talent management. We are building cutting-edge agentic AI that can proactively assist users, automate complex workflows, and provide personalized insights. Our work directly impacts millions of users and shapes the future of how people connect with opportunities.
Responsibilities
- Lead and inspire: Mentor and guide a team of talented ML Engineers, fostering a culture of innovation and collaboration.
- Architect and implement: Design and build scalable, robust, and efficient ML pipelines that power our core products.
- Innovate and optimize: Develop novel algorithms and continuously improve our existing models for performance, accuracy, and scalability.
- Solve complex problems: Tackle challenging real-world problems in areas like natural language processing, recommendation systems, and predictive analytics.
- Stay ahead of the curve: Research and implement state-of-the-art techniques in deep learning, reinforcement learning, and other emerging fields.
- Design and Development: Implement scalable solutions using LLMs, Fine-tune LLMs for specific NLP tasks, Develop and deploy LLM-powered applications.
- Lead GenAI services and APIs that integrate a wide range of generative models into Adobe’s flagship products.
What You Bring
- Real Experience: Min 8+ years of relevant experience in Machine learning, including production-scale models.
- Deep Expertise: Strong foundation in Machine Learning, Deep Learning, and NLP, with a proven track record of developing and deploying ML models at scale.
- GenAI & Large Language Model (LLM): Experience in GenAi, developing and deploying LLM-powered applications, Knowledge of LLM fine-tuning techniques and optimization strategies. Understanding of LLM ethical considerations and biases.
- Technical leadership: Experience leading and mentoring teams, with excellent communication and collaboration skills.
- Problem-solving mindset: Ability to analyze complex problems, think critically, and develop innovative solutions.
- Passion for AI: A genuine enthusiasm for pushing the boundaries of AI and its applications in the real world.
- Advanced skills: 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).
Nice to Haves
- Minimum of 7-10+ years of relevant work experience in ML and AI.
- MS or PhD in Computer Science with specialization in AI.
- Publications in top-tier AI conferences.
- Contributions to open-source ML projects.
- Agentic AI: Strong understanding of agent-based modeling, reinforcement learning, and autonomous systems.
- Experience building and deploying AI agents in real-world applications.
Why Join Eightfold.ai?
- Be part of a team that is revolutionizing HR technology with AI.
- Work on cutting-edge AI agents and agentic AI that will shape the future of work.
- Collaborate with talented and passionate individuals.
- Make a real impact on millions of users worldwide.
- Enjoy a dynamic and supportive work environment.
- Love to innovate and help build the future of AI-powered talent intelligence.