Senior Member of Technical Staff Synthetic Data
42 minutes agoSeniorSalary: 250K - 535KToronto; London; Montreal; New York; ParisRemoteFull TimeAiJobs by Cohere
CohereVisit Cohere website
Toronto-founded enterprise AI company building foundation models, agentic AI, enterprise search, and private deployment products.
Toronto, Canada
About Cohere
Cohere provides enterprise-focused AI models and end-to-end products, including North for agentic workplace AI, Compass for enterprise search, and models for generation and retrieval. It supports private, VPC, and on-premises deployment options.
Skills
About the Role
You will develop and optimize end-to-end synthetic data pipelines for language-model training. You will transform web and code data with generative models, assess data quality through ablations and evaluation, and improve training throughput, accelerator utilization, token efficiency, and model quality.
Requirements
- Software engineering
- Python
- Data pipeline development
- Apache Spark
- Apache Beam
- Pandas
- LLM
- vLLM
- TensorRT
- Large-scale dataset experience
- Web data
- Code data
- Multilingual corpora
Responsibilities
- Design and build scalable inference pipelines for large GPU clusters
- Conduct data ablations and experiment with data mixtures to improve model performance
- Research and implement synthetic data curation methods
- Collaborate with researchers and engineers to ensure pipelines support language-model needs
Benefits
- Weekly lunch stipend
- Health and dental benefits
- Mental health budget
- RRSP matching
- 401K
- Pension Scheme
- Parental leave top-up for up to six months
- Arts and culture credit
- Fitness and wellness credit
- Quality-time credit
- Workspace improvement credit
- Six weeks of paid vacation
- Remote-office travel budget
- Annual company offsite
- Co-working benefit
- Home office stipend