
1001 - 5000 employees
Founded 2019
đŒ Consulting
đŠ Logistics
đ Manufacturing
đ° Grant on 2020-12
Consulting âą Logistics âą Manufacturing
Cerence Inc. is a global company focused on providing AI-powered solutions, particularly in the automotive industry. They specialize in conversational and generative AI technologies that create intelligent, natural, and personalized interactions between humans and vehicles. With innovations like their proprietary automotive large language models, Cerence enhances user experiences across various forms of transport including cars, two-wheelers, and trucks. The company has over 500 million vehicles shipped with its AI technology, serving more than 80 OEMs and Tier 1 customers worldwide. Cerence is dedicated to continuous advancements in AI, aiming to revolutionize in-car user experiences through fast delivery and seamless integration of their solutions.
đ July 6
đ California â Remote
đ” $123.5k - $197.6k / year
â° Full Time
đ Senior
đ§ AI Research Scientist
đ» Ghost score 4%
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1001 - 5000 employees
Founded 2019
đŒ Consulting
đŠ Logistics
đ Manufacturing
đ° Grant on 2020-12
Consulting âą Logistics âą Manufacturing
Cerence Inc. is a global company focused on providing AI-powered solutions, particularly in the automotive industry. They specialize in conversational and generative AI technologies that create intelligent, natural, and personalized interactions between humans and vehicles. With innovations like their proprietary automotive large language models, Cerence enhances user experiences across various forms of transport including cars, two-wheelers, and trucks. The company has over 500 million vehicles shipped with its AI technology, serving more than 80 OEMs and Tier 1 customers worldwide. Cerence is dedicated to continuous advancements in AI, aiming to revolutionize in-car user experiences through fast delivery and seamless integration of their solutions.
âą Design and train large scale transformer and hybrid foundation models âą Own model architecture choices across text, multimodal, and emerging paradigms âą Diagnose and resolve training instabilities at scale âą Navigate scaling tradeoffs across data and compute âą Apply strong fundamentals in deep learning and representation learning âą Build models from first principles, not just adapt pre-existing codebases âą Own optimiser and scheduler choices, including AdamW, Lion, Adafactor âą Design and experiment with loss functions including next-token prediction and contrastive objectives âą Design and execute large-scale training using FSDP, ZeRO-3, Tensor parallelism, Pipeline parallelism âą Apply mixed precision (bf16, fp8) and gradient checkpointing
âą Design and train large scale transformer and hybrid foundation models âą Own model architecture choices across text, multimodal, and emerging paradigms âą Diagnose and resolve training instabilities at scale âą Navigate scaling tradeoffs across data and compute âą Apply strong fundamentals in deep learning and representation learning âą Design and modify transformer architectures, including Attention variants, RoPE, ALiBi, Grouped Query Attention (GQA), Mixture of Experts (MoE) âą Build models from first principles âą Own optimiser and scheduler choices, including AdamW, Lion, Adafactor âą Understand and debug optimiser instability and gradient pathologies âą Apply and validate scaling laws âą Design and experiment with loss functions including next-token prediction and contrastive objectives âą Design and execute large-scale training using FSDP, ZeRO-3, Tensor parallelism, Pipeline parallelism âą Apply mixed precision (bf16, fp8) and gradient checkpointing âą Partner closely with ML systems teams
âą Annual bonus opportunity âą Insurance coverage (medical, dental, vision, life, and disability) âą Paid time off âą Paid holidays âą Company contribution to the RRSP (Registered Retirement Savings Plan) âą Equity awards for certain positions and levels âą Remote and/or hybrid work available depending on the position
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