10 ΠΌΠ΅ΡΡΡΠ΅Π² Π½Π°Π·Π°Π΄
Member of Technical Staff, Integration/RL Team (Research Engineer)
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, Integration/RL Team (Research Engineer): Developing and scaling machine learning algorithms and infrastructure for LLM post-training with an accent on large-scale, distributed RL methods. Focus on optimizing post-training algorithms and enhancing the global quality of the codebase.
Location: Remote (between UTCβ06:00 and UTC+01:00)
Company
Cohere is a team of researchers, engineers, and designers passionate about building AI systems.
What you will do
- Design and write high-performing and scalable software for training models.
- Develop new tools to support and accelerate research and LLM training.
- Coordinate with other engineering and scientific teams to create a strong post-training ecosystem.
- Implement techniques to improve performance and speed up training cycles.
- Research and experiment with ideas on the cluster and data infrastructure.
- Collaborate with scientists, engineers, and teams.
Requirements
- Extremely strong software engineering skills.
- Proficiency in Python and related ML frameworks such as JAX, Pytorch.
- Experience with large-scale distributed training strategies.
- Bonus: Experience with distributed training infrastructures (Kubernetes).
- Bonus: Hands-on experience with the post-training phase of model training.
- Bonus: Experience in ML, LLM, and RL academic research.
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
ΠΠΎΡ ΠΎΠΆΠΈΠ΅ Π²Π°ΠΊΠ°Π½ΡΠΈΠΈ
10 Π΄Π½Π΅ΠΉ Π½Π°Π·Π°Π΄
Member of Technical Staff, Machine Learning (AI)
10 Π΄Π½Π΅ΠΉ Π½Π°Π·Π°Π΄
Member of Technical Staff, Machine Learning (AI)
11 Π΄Π½Π΅ΠΉ Π½Π°Π·Π°Π΄
Member of Technical Staff, Machine Learning (AI)
10 Π΄Π½Π΅ΠΉ Π½Π°Π·Π°Π΄
Member of Technical Staff, Machine Learning (AI)
11 Π΄Π½Π΅ΠΉ Π½Π°Π·Π°Π΄
Senior Member of Technical Staff, Machine Learning (AI)
10 Π΄Π½Π΅ΠΉ Π½Π°Π·Π°Π΄