Our cliente IAG is looking for a Software Engineer IA/ML
IAG is at the forefront of the AI revolution, driving innovation in ML, Cloud & Edge computing, and software engineering. Our projects span various sectors, including telecommunications, customer services, banking and insurance and leveraging the latest in AI technologies to solve real-world problems.
Role Overview:
We are recruiting an ambitious AI/ML Engineer to join our IAG technology team. You'll be instrumental in shaping our tech infrastructure, defining the strategic direction of our platforms, and overseeing their execution. This hands-on role involves leading the design and implementation of AI systems with a keen focus on scalability, efficiency, and impact.
You'll manage a skilled engineering team, foster cross-disciplinary cooperation, and play a key role in strategic planning. Your leadership will empower the team to make critical decisions and take full responsibility for innovative projects, with a strong emphasis on collaboration across engineering and business domains.
Key Responsibilities:
* Design and deploy advanced machine learning models, focusing on Large Language Models (LLMs) to solve GenAI-based product problems.
* Bring research concepts to implementation, creating AI-driven applications with direct business impact.
* Collaborate closely with researchers, software engineers, and product managers to understand complex business challenges and deliver AI-powered solutions.
* Implement scalable data pipelines and optimize models for performance and accuracy.
* Ensure models are production-ready and maintain them to continue delivering value.
* Stay updated with the latest developments in machine learning and AI.
* Monitor and maintain deployed models, ensuring their effectiveness over time.
* Navigate and prioritize tasks in an environment with loosely defined projects and competing deadlines.
* Own problems end-to-end, acquiring necessary knowledge to get the job done.
* Effectively manage multiple stakeholders, ensuring alignment of product development with business objectives.
* You will work closely with a friendly, passionate innovative team located around the world.
* You will have a key role and the opportunity to grow inside the organization.
* You will experience awesome team spirit.
* You will help to build, hire, and lead the dev team.
Qualifications:
* Demonstrated experience in deep learning and transformer models.
* Good Experience in Python, Java and JavaScript programming languages.
* Proven experience in DevOps practices and cloud platforms (AWS, Azure, GCP).
* Solid understanding of software development lifecycle, agile methodologies, and lean startup principles.
* Excellent problem-solving, leadership, and communication skills.
* 3 to 5 + years of relevant experience in AI/ML projects, with a focus on NLP and LLM.
* Proven expertise in building fine-tuned LLMs and implementing the latest research techniques such as continuous pre-training, (Q)LoRA, RLHF, RLAIF, DPO, etc.
* Strong foundation in data structures, algorithms, and software engineering principles.
* Research publication in ML field
Education
* A master’s degree in computer science, AI, mathematics, or a related field.
* Master’s degree or PhD in ML Engineering, Mathematics or Statistics.
Languages
* Excellent conversational and written knowledge in English (C1 level minimum).
* French and Spanish language skills are a bonus.
Tools and Applications
* ML frameworks and tools:
PyTorch, TensorFlow, Hugging Face.
* ML operations tools:
Weights & Biases (wandb), MLflow.
* Data visualization tools:
Matplotlib, Power BI.
* Version control systems and collaborative development platforms.
Why Join Us?
* Be part of a forward-thinking company that values innovation, creativity, and clean code.
* Work on projects that have a real-world impact, leveraging cutting-edge technologies.
* Collaborate with a global team of experts passionate about AI and new technologies.
* Opportunities for personal and professional growth in a supportive and dynamic environment.
If you're ready to lead the charge in AI, apply to join our team!