Prenetics
AI/ML Engineer
Job Description
At CircleDNA, we are looking for an innovative and results-driven AI Specialist to join our team and help revolutionize personalized health and wellness. The ideal candidate is passionate about using AI to improve lives, with a strong technical foundation and a collaborative mindset. You will play a pivotal role in building and optimizing AI-driven features that empower users with actionable insights, such as food photo analysis, calorie estimation, and dietary recommendations. We’re seeking someone who thrives in a dynamic, fast-paced environment, is proactive in problem-solving, and is eager to make a tangible impact by bridging cutting-edge technology with meaningful health outcomes. If you’re excited about working at the intersection of AI and personalized healthcare, we’d love to hear from you!
Job Description:
- Develop and Fine-Tune AI Models: Build, train, and fine-tune machine learning models (e.g., image recognition, NLP) to support features such as food photo analysis, calorie estimation, and dietary recommendations. (With guidance from our Senior AI Specialist)
- Utilize Pre-Trained Models: Leverage pre-trained models (e.g., Google Vertex AI, OpenAI) and customize them for our use cases, such as food classification and personalized health advice.
- Data Pipeline Management: Design and implement pipelines for collecting, cleaning, and preprocessing datasets, including food images, nutrition data, and user dietary preferences.
- Cloud Infrastructure Setup: Collaborate with frontend / backend developers to deploy and manage AI models using Google Cloud’s Vertex AI or similar cloud platforms to ensure scalability and reliability.
- Integration with Frontend & Backend Systems: Collaborate with frontend / backend developers to integrate AI features into the application via APIs, ensuring smooth interactions between the AI models and user-facing components.
- Optimize Model Performance: Evaluate and enhance model accuracy, scalability, and inference speed to meet production-grade performance requirements.
- Collaborate Across Teams: Work closely with product managers, frontend developers, and nutritionists to align AI solutions with business goals and user needs.
Requirements
- Bachelor’s or Master’s degree in Computer Science, Data Science, Machine Learning, or a related field.
- Strong foundation in mathematics, statistics, and programming.
- Experience in developing, training, and fine-tuning machine learning models (e.g., image recognition, natural language processing).
- Familiarity with pre-trained models (e.g., Google Vertex AI, OpenAI) and their customization for specific use cases.
- Proficiency in Python and frameworks such as TensorFlow, PyTorch, or Keras.
- Understanding of cloud platforms like Google Cloud, AWS, or Azure, with specific experience in deploying AI models on Google Cloud’s Vertex AI preferred.
- Knowledge of API development and integration to facilitate seamless communication between AI models and applications.
- Strong skills in designing and managing data pipelines, including data collection, cleaning, and preprocessing.
- Ability to evaluate model performance and implement optimizations for accuracy, scalability, and inference speed.
- Strong collaboration skills to work effectively with product managers, developers, and nutritionists.
- Experience in aligning AI solutions with business goals and end-user needs.
- Understanding of or willingness to learn about food and nutrition data, dietary preferences, and health-related AI applications.
- Familiarity with the healthcare, nutrition, or personalized wellness domain is a plus.
- Strong analytical thinking and attention to detail.
- Effective communication skills to explain technical concepts to non-technical team members.
- Proactive attitude and adaptability in a fast-paced, startup-like environment.
Benefits
Medical & Annual Leave: We care about your well-being—and your vacation selfies! That’s why, for our full-time employees, we honor your time off with annual leave and provide medical benefits for any bumps, bruises, or unexpected adventures.
Learning & Development: Got a passion project or skill you’re dying to master? We’ve got a learning allowance for that! We believe in supporting your growth, whether it’s for work or just because you’re curious.
Growth & Opportunity: Your future’s bright, and we want to help you shine! We’re all about providing opportunities for you to grow and reach your potential, with exposure to a global company and the chance to collaborate across different cultures.
Inclusive Workplace: You belong here! We foster an environment where everyone’s voice is heard, respected, and celebrated. Inclusivity is the name of our game!
Our DNA is P-R-E-N-E-T-I-C-S.
Get to know us; Get to know our DNA!
Passion – You love what you do and inspire excellence in others.
Resilience – You tackle challenges head-on with tenacity and calm.
Empowerment – You foster team spirit and encourage initiative.
Integrity – You’re honest, accountable, and reliable.
Epic – You take risks, deliver results, and always strive to grow.
Transparency – You share openly, even when it’s tough.
Ingenuity – You think creatively and make smart decisions, even in uncertainty.
Communication – You express ideas clearly and with empathy.
Selfless – You prioritize Prenetics and the team over individual goals.