5 дней назад
Machine Learning Engineer (NLP)
118 600$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer (NLP): Designing, training, and deploying scalable machine learning models and NLP pipelines for intelligent applications with an accent on neural networks, cloud infrastructure, and production-grade MLOps. Focus on automating model lifecycle management, optimizing inference performance, and maintaining reliable monitored deployments.
Location: San Francisco, California, United States
Salary: $118,600 per year
Company
provides staffing and temporary assignment opportunities for technical professionals.
What you will do
- Design, train, and optimize supervised and unsupervised machine learning algorithms.
- Build neural network architectures and natural language processing pipelines for text analysis and intelligent automation.
- Use Python, R, and advanced SQL to prepare large datasets for model training and evaluation.
- Develop and fine-tune models with TensorFlow, Keras, and PyTorch.
- Automate model registries, testing, CI/CD, monitoring, and other MLOps processes for production systems.
- Deploy and scale machine learning workloads on cloud platforms with attention to cost, security, and inference latency.
Requirements
- Professional experience designing, deploying, and maintaining machine learning models in production.
- Deep theoretical and practical knowledge of supervised and unsupervised learning.
- Experience building neural networks and NLP applications.
- Strong programming skills in Python, R, and SQL.
- Hands-on experience with TensorFlow, Keras, and PyTorch.
- Working knowledge of AWS, Azure, or GCP and practical DevOps/MLOps experience for model serving and monitoring.
Nice to have
- Experience optimizing model inference latency and resource utilization in cloud-native environments.
- Strong collaboration and communication skills across data science and software engineering.
Culture & Benefits
- Hands-on technical work connecting research with production engineering standards.
- For temporary assignments lasting 13 weeks or longer: major medical, dental, vision, and 401(k) benefits.
- Statutory sick pay is provided where required.
- Reasonable accommodations are available during the employment process.
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