Job Description
Ekohe is seeking a skilled and experienced AI Engineer with a deep understanding of Large Language Models (LLMs) and their applications in production environments. This role requires a forward-thinking individual passionate about AI-driven solutions and capable of developing cutting-edge systems to tackle complex business challenges. You will collaborate closely with cross-functional teams to build scalable AI systems, integrate LLMs into business processes, and ensure their robustness and efficiency.
Responsibilities
- Lead the development, fine-tuning, and deployment of LLM-based services to solve real-world business problems, ensuring high performance and scalability
- Explore and implement techniques like prompt engineering, token optimization, and model fine-tuning to improve LLM performance
- Collaborate with clients to understand their business needs, translate them into data-driven AI solutions, and communicate findings and recommendations clearly
- Conduct data acquisition, cleaning, and exploratory analysis to support AI model development and ensure data integrity
- Present complex AI and data analytics concepts to clients and stakeholders in an easily understandable manner, bridging the gap between technical and non-technical audiences.
- Monitor the performance of AI solutions, ensuring quality, accuracy, and alignment with business objectives through regular validation and iteration
- Work with cross-functional teams to enhance business processes and develop new features that improve efficiency and client experience
- Mentor and guide junior team members, fostering a culture of continuous learning, collaboration, and professional growth
- Stay current with advancements in LLM research and technologies to ensure our solutions remain cutting-edge
Qualifications
- Bachelor's or Master’s degree in Data Science, Computer Science, AI, or related fields
- 3+ years of hands-on experience in AI development, with a strong focus on LLM-based applications
- Demonstrable experience with LLMs, including techniques such as prompt engineering, fine-tuning, and optimization for real-world applications
- Proven experience in translating business requirements into data-driven solutions and effectively communicating the results to diverse audiences
- Strong problem-solving and analytical skills, with the ability to derive meaningful insights from complex data sets
- Proficiency in Python and familiarity with object-oriented programming, multiprocessing, and API frameworks
- Hands-on experience with relational databases, cloud-based data warehouses, and data visualization tools
- Solid understanding of machine learning frameworks (e.g., TensorFlow, PyTorch) and transformer architectures
- Self-driven, proactive, and able to work independently as well as part of a team
- Strong organizational skills and attention to detail, with a commitment to continuous improvement and learning
Desired skills and experience:
- Work experience in machine learning with an emphasis on deep learning
- Experience with object-oriented programming, multiprocessing, and API frameworks
- Experience with Ruby on Rails
- Business-level English and Japanese
- Experience working in a multinational project team
- Curious, self-motivated, and with a strong sense of responsibility
About the Company
Ekohe bring AI transformation that moves your business forward. From AI-driven predictive insights that power the enterprise to Machine Learning automation that drives market innovators, we make technology works for you. Forged in Shanghai, with branches in Tokyo, Paris, Vancouver, and New York, we have 15 years of experience in transforming initial ideas into successful digital products, no matter the complexity of the project. We specialize in AI transformation, digital strategy, innovative technology, and user-centered design experiences from conceptualization to market launch. With a diverse client list of startups, agencies, and enterprises, we're proud to have grown and scaled products in industries ranging from finance, retail, entertainment, health & fitness, and non-profits. Our strong roots in Europe, North America, and Asia uniquely equip us with insightful expertise regarding localization of products for the Chinese market. Having established the leading team of ruby on rails specialists in China, we continue to push the envelope by solving complex problems with usability and simplicity as our guiding principles.