3 месяца назад
ML Engineer (AI)
80 000 - 160 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
ML Engineer (AI): Building and optimizing workforce intelligence models on behavioral data with an accent on predictive task outcomes and intelligent automation. Focus on fine-tuning foundation models, designing robust training pipelines, and deploying performant inference systems into production.
Salary: $80K–$160K
Company
is a workforce and workflow intelligence platform that leverages machine learning to help teams predict outcomes and optimize productivity.
What you will do
- Train, fine-tune, and evaluate ML models using real-world workflow and behavioral data.
- Build predictive models for capacity forecasting, productivity trends, and task optimization.
- Refine large language and embedding models for domain-specific classification and prediction tasks.
- Design and maintain end-to-end feature pipelines and model evaluation frameworks.
- Integrate production-ready models into core application systems.
- Monitor and iterate on model performance based on live data feedback loops.
Requirements
- Strong foundation in Python and applied machine learning.
- Experience training supervised and self-supervised learning models.
- Proven ability to manage the full ML lifecycle from raw data to production inference.
- Hands-on experience with model fine-tuning and evaluation workflows.
- Pragmatic mindset with a strong bias toward shipping functional models.
- Comfortable working in a fast-paced, experimental startup environment.
Nice to have
- Experience fine-tuning large language models or embedding models.
- Familiarity with PyTorch or TensorFlow frameworks.
- Background in time series forecasting or graph-based learning.
- Experience working with messy, real-world product data.
Culture & Benefits
- Direct collaboration with founders and cross-functional product teams.
- Opportunity to own the core learning backbone of a growing platform.
- Impactful work that directly shapes how teams perform.
- Flexible work environment with a focus on iteration speed and individual ownership.
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