Data Science Researcher (AI)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Data Science Researcher (AI): Developing the next generation of Workforce Management solutions with an accent on machine learning, GenAI, and agentic AI. Focus on building end-to-end ML systems, optimizing shift schedules, and designing complex agentic AI flows.
Location: Hybrid in Raanana, Israel (2 days office, 3 days remote)
Company
Global market leader in AI-powered customer experience (CX) software used by thousands of businesses worldwide, including many Fortune 100 corporations.
What you will do
- Develop end-to-end ML systems to train and serve production-level models in high-stakes environments.
- Deploy GenAI and agentic AI systems, including the design of tool use, multi-step reasoning, and orchestration.
- Forecast work volume and optimize shift schedules using time-series methods and mathematical optimization.
- Integrate new AI features into large-scale existing software systems.
- Conduct unstructured evaluation processes and experiment to drive technical conclusions.
- Own projects end-to-end, leading planning and delivery with cross-functional teams.
Requirements
- 5+ years of experience as an applied researcher or research engineer.
- Strong hands-on Python development skills for model training and data analysis.
- Proficiency with PyTorch.
- Experience with ML-Ops and deploying models on AWS or other cloud providers.
- Experience with mathematical optimization tools (e.g., Gurobi).
- Must be based in Israel to support the hybrid work model in Raanana.
hirify.global-to-have"> to have
- MSc in Computer Science or an equivalent engineering field.
- Experience with HuggingFace, scikit-learn, and pandas/SQL.
- Knowledge of containerization with Docker.
- LLM-specific expertise in RAG, fine-tuning, and evaluation frameworks.
Culture & Benefits
- -FLEX hybrid model allowing 3 days of remote work per week.
- Fast-paced, collaborative, and creative work environment.
- Endless internal career opportunities across multiple roles and domains.
- Opportunity to work with the "best of the best" in a market-disrupting global company.
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