Lead AI Engineer

Summary

Join Dreamix, a company founded 19 years ago by passionate IT students, as a skilled and motivated Lead AI Engineer. Lead the development, implementation, and optimization of advanced AI solutions, creating business value and enhancing user experiences. Collaborate with cross-functional teams to drive innovation and ensure smooth deployment of AI-powered products and services. Mentor team members and foster a culture of continuous learning and innovation. This role requires a strong background in AI/ML and leadership experience. Dreamix offers a supportive work environment with flexible hours, unlimited home office, professional development opportunities, and additional benefits.

Requirements

• Bachelor or Master’s degree in Computer Science, Data Science, Statistics, Mathematics, or a related field
• 7-8 years experience in data science, machine learning, AI engineering or software development, with a demonstrated track record of deploying machine learning models and AI solutions in production environments
• In-depth knowledge of transformer-based models such as BERT
• Experience with LLMs: commercial (Anthropic, OpenAI) and non-commercial (e.g. Llama)
• Knowledge of prompt-engineering techniques such as CoT, few-shot learning, and fine-tuning/PEFT
• Proficiency in Python, including common frameworks and packages: numpy, pandas; Scikit-learn; TensorFlow, PyTorch; Spacy; LangChain, LlamaIndex
• Familiarity with cloud computing platforms, specifically the AWS suite
• Hands-on involvement in deploying models using containerization and orchestration tools like Docker and Kubernetes
• Exceptional problem-solving skills and a strategic mindset, with the ability to drive change and influence organizational direction
• Strong leadership capabilities and excellent communication skills, with the ability to engage teams and stakeholders

Responsibilities

• Drive the design, development, and deployment of advanced AI and GenAI systems to solve complex business challenges
• Partner with cross-functional teams to translate business requirements into robust technical solutions and actionable insights
• Lead teams of 3-5 AI/ML engineers, data engineers, and MLOps professionals
• Work closely with software developers to integrate AI and data-driven modules into larger software solutions, ensuring seamless functionality and performance
• Mentor and guide junior data scientists and engineers, promoting best practices in AI/ML development
• Conduct comprehensive data analysis and model validation to ensure the robustness, reliability, and scalability of AI/ML solutions
• Translate complex technical concepts and results to non-technical stakeholders clearly and persuasively, facilitating informed decision-making
• Participate in ad hoc pre-sales efforts, leveraging technical expertise to support business development initiatives

Benefits

• A warm and supportive work environment where you can reach your full potential
• Flexible working hours that allow you to balance your work and personal life
• Unlimited home office to help you stay productive and focused
• Opportunities for professional development, including certifications and training
• Additional benefits for academic teaching and speaking engagements
• Knowledge-sharing sessions where you can learn from our Dreamix team
• Team and company-wide events that bring us together
• Amazing week long summer office and winter office initiatives
• Additional health insurance and dental allowance to ensure your well-being
• Multisport card to encourage a healthy and active lifestyle
• Office massages to help you relax and unwind