Factored | Machine Learning Engineer
hace 2 días
Who we are:
Factored was conceived in Palo Alto, California by Andrew Ng and a team of highly experienced AI researchers, educators, and engineers to help address the significant shortage of qualified AI & Machine-Learning engineers globally. We know that exceptional technical aptitude, intelligence, communication skills, and passion are equally distributed worldwide, and we are very committed to testing, vetting, and nurturing the most talented engineers for our program and on behalf of our clients.
We are seeking a Machine Learning Engineer who is passionate about building state-of-the-art recommender systems and leveraging Generative AI. You'll work with large-scale data using tools like Databricks and Spark, contributing to innovative AI solutions that enhance personalized experiences while being part of a supportive, dynamic, and collaborative team. In return, you will be rewarded with an amazing team that supports you, a rich culture, shared success, and the flexibility to work from the comfort of your home. #LI-Remote
What you will be doing:
- Design and implement recommender systems to improve product discovery and enhance customer engagement across digital and physical platforms.
- Build and manage scalable machine learning pipelines for data processing, feature engineering, model training, and deployment using tools like Databricks and Spark.
- Develop and refine machine learning models to tackle complex problems, leveraging diverse datasets and optimizing performance through parameter tuning and experimentation.
- Collaborate with software engineers, data scientists, and business stakeholders to integrate models into production and address key business challenges with machine learning solutions.
- Monitor and maintain deployed models, ensuring performance, reliability, and alignment with evolving business needs through continuous improvement practices.
- Stay informed on advancements in AI and machine learning, incorporate innovative techniques, and contribute to knowledge-sharing initiatives to improve overall practices.
What you must bring:
- Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field.
- Proven experience as a Machine Learning Engineer, demonstrating successful development and deployment of recommender systems.
- Strong programming skills in languages such as Python along with experience with machine learning libraries/frameworks like TensorFlow, PyTorch, or scikit-learn.
- Extensive experience handling large-scale data processing and analysis using Spark/PySpark within Databricks, including its native platform services.
- Solid understanding of machine learning algorithms, deep learning, and statistical modeling techniques.
- Strong knowledge of experimental design, A/B testing, and performance evaluation metrics for machine learning solutions.
- Experience with cloud platforms (e.g., AWS, Azure, GCP) and containerization (Docker) is a plus.
- Excellent verbal and written communication skills in English.
At Factored, we believe that passionate, smart people expect honesty and transparency, as well as the freedom to do the best work of their lives while learning and growing as much as possible. Great people enjoy working with other passionate, smart people, so we believe in hiring right, and are very selective about who joins our team. Once we hire you, we will invest in you and support your career and professional growth in many meaningful ways.
We are a transparent workplace, where EVERYBODY has a voice in building OUR company, and where learning and growth is available to everyone based on their merits, not just on stamps on their resume. As impressive as some of the stamps on our resumes are, we recognize that human talent and passion exist everywhere, and come from many backgrounds, so stamps matter much less than results. All of us are dedicated doers and are highly energetic, focusing vehemently on execution because we know that the best learning happens by doing. We recognize that we are creating OUR COMPANY TOGETHER, which is not only a high-performing fast-growing business, but is changing the way the world perceives the quality of technical talent in Latin America.
In short, our business is about people, so we hire the best people and invest as much as possible in making them fall in love with their work, their learning, and their mission.
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