9 ΠΌΠ΅ΡΡΡΠ΅Π² Π½Π°Π·Π°Π΄
Member of Technical Staff, Synthetic Data (AI)
ΠΡΡΡ & Π‘ΠΎΠΏΡΠΎΠ²ΠΎΠ΄
ΠΠ»Ρ ΠΌΡΡΡΠ° Ρ ΡΡΠΎΠΉ Π²Π°ΠΊΠ°Π½ΡΠΈΠ΅ΠΉ Π½ΡΠΆΠ΅Π½ Plus
ΠΠΏΠΈΡΠ°Π½ΠΈΠ΅ Π²Π°ΠΊΠ°Π½ΡΠΈΠΈ
Π’Π΅ΠΊΡΡ:
TL;DR
Member of Technical Staff, Synthetic Data (AI): Developing and managing the synthetic data pipeline essential for advanced language models with an accent on optimizing data quality and model evaluation. Focus on bridging research and engineering to enhance AI model training efficiency.
Location: Remote (between EST and EU)
Company
Cohere is dedicated to scaling intelligence to serve humanity through advanced AI systems.
What you will do
- Design and build scalable inference pipelines on large GPU clusters.
- Conduct data ablations to assess data quality and enhance model performance.
- Research and implement innovative synthetic data curation methods.
- Collaborate with cross-functional teams to ensure data pipelines meet model demands.
Requirements
- Strong software engineering skills, proficient in Python.
- Familiarity with data processing frameworks like Apache Spark or Pandas.
- Experience with LLMs through projects or personal experimentation.
- Familiarity with LLM inference frameworks such as vLLM.
- Experience with large-scale datasets, including web and multilingual data.
Nice to have
- Publications at top-tier venues (NeurIPS, ICML, etc.).
Culture & Benefits
- Open and inclusive culture.
- Work with a cutting-edge AI research team.
- Weekly lunch stipend and in-office snacks.
- Full health and dental benefits.
- 100% Parental Leave top-up for up to 6 months.
- 6 weeks of vacation (30 working days).
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
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