Machine Learning Engineer (NLP)
ΠΡΡΡ & Π‘ΠΎΠΏΡΠΎΠ²ΠΎΠ΄
ΠΠ»Ρ ΠΌΡΡΡΠ° Ρ ΡΡΠΎΠΉ Π²Π°ΠΊΠ°Π½ΡΠΈΠ΅ΠΉ Π½ΡΠΆΠ΅Π½ Plus
ΠΠΏΠΈΡΠ°Π½ΠΈΠ΅ Π²Π°ΠΊΠ°Π½ΡΠΈΠΈ
TL;DR
Machine Learning Engineer (NLP): Designing, building, and optimizing scalable machine learning models and NLP solutions with an accent on the end-to-end model lifecycle from research to production. Focus on developing advanced algorithms, implementing robust MLOps/DevOps practices, and ensuring high-performance model deployment on cloud platforms.
Location: San Francisco, CA (Must be based in the US)
Salary: $118,600 β $129,000
Company
is a professional staffing and technical recruiting firm specializing in STEM roles.
What you will do
- Develop, train, and optimize supervised and unsupervised learning algorithms to solve complex business challenges.
- Design and implement deep learning architectures and NLP pipelines for text analysis and intelligent automation.
- Extract and manipulate large datasets for model training using Python, R, and advanced SQL.
- Build and fine-tune models using industry-standard frameworks such as TensorFlow, Keras, and PyTorch.
- Implement MLOps and DevOps practices, managing model registries, CI/CD, and production monitoring.
- Deploy and scale machine learning workloads across cloud platforms (AWS, Azure, or GCP).
Requirements
- Professional experience designing, deploying, and maintaining machine learning models in production environments.
- Deep theoretical and practical knowledge of supervised and unsupervised learning algorithms.
- Proven experience building neural networks and NLP applications.
- Strong programming proficiency in Python, R, and SQL.
- Hands-on experience with TensorFlow, Keras, and PyTorch.
- Working knowledge of cloud platforms (AWS, Azure, or GCP) and practical MLOps pipeline implementation.
Nice to have
- Experience optimizing model inference latency and resource utilization in cloud-native environments.
- Strong collaboration skills to bridge the gap between data science research and software engineering production standards.
Culture & Benefits
- Comprehensive health benefits including major medical, dental, and vision insurance.
- 401k retirement plan.
- Statutory sick pay where required.
- Commitment to diversity and reasonable accommodations for individuals with disabilities.
ΠΡΠ΄ΡΡΠ΅ ΠΎΡΡΠΎΡΠΎΠΆΠ½Ρ: Π΅ΡΠ»ΠΈ ΡΠ°Π±ΠΎΡΠΎΠ΄Π°ΡΠ΅Π»Ρ ΠΏΡΠΎΡΠΈΡ Π²ΠΎΠΉΡΠΈ Π² ΠΈΡ ΡΠΈΡΡΠ΅ΠΌΡ, ΠΈΡΠΏΠΎΠ»ΡΠ·ΡΡ iCloud/Google, ΠΏΡΠΈΡΠ»Π°ΡΡ ΠΊΠΎΠ΄/ΠΏΠ°ΡΠΎΠ»Ρ, Π·Π°ΠΏΡΡΡΠΈΡΡ ΠΊΠΎΠ΄/ΠΠ, Π½Π΅ Π΄Π΅Π»Π°ΠΉΡΠ΅ ΡΡΠΎΠ³ΠΎ - ΡΡΠΎ ΠΌΠΎΡΠ΅Π½Π½ΠΈΠΊΠΈ. ΠΠ±ΡΠ·Π°ΡΠ΅Π»ΡΠ½ΠΎ ΠΆΠΌΠΈΡΠ΅ "ΠΠΎΠΆΠ°Π»ΠΎΠ²Π°ΡΡΡΡ" ΠΈΠ»ΠΈ ΠΏΠΈΡΠΈΡΠ΅ Π² ΠΏΠΎΠ΄Π΄Π΅ΡΠΆΠΊΡ. ΠΠΎΠ΄ΡΠΎΠ±Π½Π΅Π΅ Π² Π³Π°ΠΉΠ΄Π΅ β