Machine Learning Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Machine Learning Engineer (AI): Prototyping and launching state-of-the-art neural network models into production for a cloud-based AI platform with an accent on deep learning and scalable data pipelines. Focus on designing neural networks, training models on terabyte-scale datasets, and deploying high-throughput production services.
Location: Onsite in San Francisco
Salary: $120,000 - $180,000
Company
is a leading provider of cloud-based AI solutions for content understanding, search, and generation, trusted by hundreds of the world's largest organizations.
What you will do
- Design, code, train, and tune neural networks for real-world production use cases.
- Manage the full ML lifecycle, from gathering and refining data to deploying models at scale with high throughput and uptime.
- Collaborate closely with Backend and DevOps teams, as well as internal data labeling services.
- Implement OWASP security techniques to protect code from vulnerabilities.
- Analyze production results to continuously iterate and improve model accuracy and speed.
Requirements
- Degree in Computer Science or a similar technical field with significant coursework in mathematics or statistics.
- 1-2 years of industry experience in machine learning.
- Proven experience training and deploying deep learning models (image, NLP, video, or audio) into production.
- Strong proficiency in Python and high-level ML frameworks such as TensorFlow, PyTorch, or Caffe.
- Ability to prototype data pipelines using Python, Node, bash, and Linux command-line tools.
- Must be located in or able to work from San Francisco.
Nice to have
- Working knowledge of C++, Scala/Spark, SQL, Cassandra, or Docker.
- Deep understanding of the latest neural network research and architectures.
Culture & Benefits
- High-growth startup environment with a steep learning curve.
- Direct and noticeable impact on the development of a revolutionary AI company.
- Competitive base salary with potential stock options.
- Collaborative, ambitious team culture with a "do-whatever-it-takes" attitude.
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