Machine Learning Engineer
3 weeks ago
JAGGAER is a leading provider of autonomous commerce solutions, revolutionizing the way businesses interact with each other. Our cutting-edge technology leverages AI and machine learning to provide smart-match recommendations that align buyer needs with supplier capabilities.
Key Responsibilities- Design and implement end-to-end document understanding pipelines for NLP and LLM applications.
- Develop expertise in document understanding using NLP/CV and fine-tune LLM and document understanding models.
- Optimize models using techniques like LoRA, Quantization, and EFT.
- Integrate ML/DL/LLM models into production systems and cloud environments.
- Experience in using OpenAI/Claude/Gemini LLMs APIs.
- Monitor model performance, identify bottlenecks, and implement continuous improvement.
- Collaborate with cross-functional teams to understand business requirements and translate them into effective ML solutions.
- Document and share best practices, guidelines, and learnings within the team.
- Research and evaluate new ML techniques and technologies to enhance our capabilities.
- 5+ years of experience as a Machine Learning Engineer or similar role.
- Strong background in fundamentals of machine learning, deep learning, and natural language processing.
- Proficient in Python and popular ML/DL frameworks.
- Hands-on experience with deploying and managing ML models in cloud environments.
- Familiarity with MLOps practices and tooling.
- Excellent problem-solving and analytical skills.
- Strong communication skills and the ability to collaborate effectively with cross-functional teams.
- Experience in using Docker.
- Bachelor's or master's degree in computer science, Statistics, Mathematics, or a related field.
A positive, friendly, and international working environment. A trust-based flexible working environment.
Our ValuesOur values are at the core of who we are at JAGGAER. We foster a culture of mutual respect, working effectively and productively with others, and sharing responsibility for team success. We take ownership, learn from challenges, and rise above one's circumstances to achieve the result. We embrace change, encourage innovation, and remain effective when experiencing major change.
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