11 дней назад
Algorithm Team Lead - Optimization (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Algorithm Team Lead - Optimization (AI): Building and scaling distributed data infrastructure, optimization engines, and machine learning products for real-time pricing and revenue management with an accent on large-scale data platforms, data quality, and high-performance pipelines. Focus on leading data engineering teams, designing batch and streaming workflows, and solving complex pricing optimization and reliability challenges.
Location: Netanya, Israel
Company
builds responsible AI products that transform market complexity into profit growth through demand prediction and real-time decision intelligence.
What you will do
- Lead data scientists and data engineers building scalable, high-performance data pipelines and infrastructure.
- Design and maintain distributed batch and streaming data-processing workflows.
- Own and evolve the data architecture in alignment with product and business goals.
- Establish best practices for data quality, validation, testing, and observability.
- Guide architecture decisions, sprint planning, task breakdown, code reviews, and deployments of mission-critical systems.
- Recruit, mentor, and develop a high-performing data science engineering team while contributing hands-on to key technical work.
Requirements
- Proven experience as a Data Scientist and in designing large-scale data platforms handling hundreds of terabytes.
- 3+ years of experience leading and managing data engineers, including required people management.
- 4+ years of data science experience with strong Python, advanced SQL, and data modeling skills.
- Expertise with Airflow, Prefect, or Dagster; cloud experience with GCP preferred, or AWS/Azure.
- Familiarity with Docker and strong communication, mentorship, and collaboration skills.
- BSc or MSc in Mathematics, Physics, Statistics, Computer Science, or a related field; fluent English required.
Nice to have
- Experience with BigQuery, Dataflow, Pub/Sub, ML pipelines, or data science teams.
- Knowledge of data contracts, lineage, versioning, data structures, and algorithms.
- Experience optimizing pipelines and databases for performance and cost.
- CI/CD experience with GitHub or GitLab and distributed frameworks such as Apache Beam or Spark.
- Exposure to airline, pricing, or GDS systems.
Culture & Benefits
- Hands-on technical leadership combined with team management.
- Work on the decision-making engine powering real-time pricing and revenue management.
- Focus on transparent, reliable, and high-quality AI-driven systems.
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