Senior Machine Learning Engineer

hace 2 meses

México Factored A tiempo completo

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 looking for a Senior Machine Learning Engineer to join our team. You will drive the development of AI products for external clients and internal efforts, and participate in the development of top-notch AI systems.

At Factored we are building a company that we all hold as our own, every single one of us. We need your skills to help take this rocketship to new heights and help create new opportunities for us. In return, you will be rewarded with an amazing team that supports you, rich culture, shared success and the flexibility to work– from the comfort of your home. #LI-Remote

What you will be doing:
  • Lead the ideation, prototyping, and development of machine learning models for batch, real-time and near real-time inference scenarios.
  • Develop end-to-end model development cycles from exploratory data analysis and model building to training and evaluation.
  • Drive continuous performance improvements and iterate on the deployed models.
  • Understand and gather insights from data and model performance and relate those to business KPIs.
  • Communicate and explain complex processes to different business stakeholders.
What you must bring:
  • Strong background in Machine Learning and Statistical Modeling, with at least 6+ years of experience creating models end-to-end.
  • Proficiency with cloud environments, with a minimum of 2 years of experience in either GCP, AWS, or Azure.
  • Proven track record of leading projects from end-to-end(research, POCs, modeling & deployment), with a minimum of 2 years of experience, overseeing tasks and collaborating with team members to achieve project goals.
  • 4+ years of experience designing and developing online and production-grade machine learning systems.
  • Demonstrated expertise in DevOps tooling, including Kubernetes and Terraform.
  • Strong data engineering skills encompassing the handling of large datasets, data cleaning, preprocessing, storage, and the implementation of both batch and streaming pipelines. Familiarity with orchestrators such as Argo and Airflow is a plus.
  • Comprehensive experience in system design and architecture, with a deep understanding of distributed computing for both learning and inference processes.
  • Proven track record in establishing and utilizing ML infrastructure components.
  • A master's or PhD in a relevant field, focusing on machine learning systems or data science.
Nice to have:
  • Experience with real-time scenarios, low-latency systems, and data-intensive environments is a plus.
  • An advanced degree in Computer Science or related fields is a plus.
  • Experience setting and executing strategic software system migrations and refactorings.
  • Familiarity with PyTorch, TensorFlow, knowledge distillation, and recommender systems.
  • Contributions to ML system and operations research, open-source projects, and blogs.
  • Familiarity with ML serving solutions like Ray, KubeFlow or W&B.

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 hire people who are supremely intelligent and talented, but we recognize that intelligence is not enough. Perhaps more importantly, we look for those who are also passionate about our mission and are honest, diligent, collaborative, kind to others, and fun to be around. Life is too short to work with people who don’t inspire you.

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. We are fueled by the great positive impact we are making in the places where we do business, and are committed to accelerating careers and investing in hundreds (and hopefully thousands) of highly talented data science engineers and data analysts.

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. When not nerding out on data science, we love to make music together, play sports, play games, dance salsa, cook delicious food, brew the best coffee, throw the best parties, and generally have a great time with each other.

#J-18808-Ljbffr

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