Deskripsi Pekerjaan
About InventCo Innovations
InventCo Innovations is at the forefront of technological advancement, developing groundbreaking AI solutions that redefine industries. We are a dynamic, fast-paced team passionate about pushing the boundaries of what's possible with artificial intelligence and machine learning. If you're an ambitious AI/ML Engineer ready to make a significant impact on real-world problems and work with cutting-edge technology, we want to hear from you!
The Opportunity
We are seeking an exceptional AI/Machine Learning Engineer to join our innovative team in San Francisco. This role offers a unique opportunity to design, develop, and deploy advanced machine learning models and systems that will power our next generation of products. You will work on challenging problems, from complex data analysis to model optimization and scalable deployment, contributing directly to our mission of creating intelligent solutions.
You'll thrive in an environment that fosters creativity, collaboration, and continuous learning, where your contributions directly shape our product roadmap and user experience. Join us and be part of a team that's building the future!
Tanggung Jawab
- Design, develop, and implement scalable machine learning models and algorithms.
- Conduct rigorous experimentation and evaluation to improve model performance and reliability.
- Collaborate with product managers and engineers to integrate AI solutions into production systems.
- Research and stay up-to-date with the latest advancements in AI/ML, deep learning, and related fields.
- Optimize existing machine learning pipelines for efficiency, accuracy, and scalability.
- Develop and maintain robust data processing and feature engineering pipelines.
- Participate in code reviews, contribute to technical documentation, and mentor junior team members.
- Translate complex business problems into viable machine learning solutions.
Kualifikasi
- Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, or a related quantitative field.
- 3+ years of professional experience in developing and deploying machine learning models in a production environment.
- Strong proficiency in Python and experience with ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.
- Solid understanding of machine learning principles, algorithms (e.g., deep learning, NLP, computer vision), and statistical modeling.
- Experience with cloud platforms (AWS, GCP, Azure) and MLOps practices.
- Proficiency with data manipulation and analysis libraries (e.g., Pandas, NumPy).
- Excellent problem-solving skills and ability to work independently or in a team.
- Strong communication skills and ability to articulate complex technical concepts to diverse audiences.