Skip to content
CV Rocket
Get started
How it worksThe enginePricingBlogContactSign in

Open nowPosted 267 days ago

模型优化算法专家-PICO

ByteDance19,227 open roles

Where
Beijing, Chinese Mainland
Get the CV for this job

From $25 per CV, paid once. No subscription.

Your applicationOpen now模型优化算法专家-PICOByteDance · Beijing, Chinese Mainland

  1. YouYes, apply to this one.

  2. CV RocketCV written for this posting.

  3. 25 readersRecruiter, hiring manager, skeptic. Round after round.

  4. CV RocketApplied on ByteDance's own form.

The reply lands in your private mailbox

3×more interviews than doing it yourself with ChatGPT.

The clock on this job

Early applications get read.

11.8% of postings close within 7 days. Measured by our own scanner across the market. ByteDance postings stay open a median of 2 days.

Share of postings closed within
  1. 2.1%1 day
  2. 4.4%3 days
  3. 11.8%7 days
  4. 18.6%14 days
  5. 35.6%30 days
  6. 45.1%60 days
This job: posted 267 days ago

ByteDance median: 2 days open

The posting

1、面向XR眼镜“端侧采集-传输-云端理解/识别”的全链路，设计并落地端云协同的内容压缩与传输方案，在低时延、低功耗、弱网鲁棒的约束下，保证云端模型任务精度不下降并满足可上线交付标准； 2、探索并落地结合VLM，提升XR交互效率与用户体验：利用语义理解与目标/区域重要性建模进行码率分配、Token裁剪、模型部署或云端优化方案（如投机采样、模型量化），包括GUI交互优化及基于环境的主动推荐系统； 3、研究并实现面向XR场景的图像压缩算法体系（预测/熵编码/率失真优化/感知优化等），针对端侧算力、带宽与功耗约束进行工程化优化与性能分析； 4、构建评测与数据闭环：定义AR/XR场景压缩指标与验收协议（码率、端到端时延、功耗、画质指标及任务指标），建立可复现的端云联合评测、回归与A/B验证体系，驱动策略与模型持续迭代。

1、本科及以上学历，计算机、电子、数学等相关专业； 2、熟练使用C/C++/Python之一或多种，具备良好的工程习惯与性能优化能力； 3、有VLM应用与优化经验：能够在压缩链路中引入VLM进行语义理解/重要性建模/区域标注或质量控制，具备模型部署或云端服务化经验（如投机采样、模型量化）、Token裁剪后训练算法（SFT+RL）； 4、具备“端侧-云端”联合优化相关研发经验，能独立完成算法设计、性能剖析与工程落地，且有可量化成果，如码率降低、延迟降低、功耗降低中的一种或多种； 5、具备端云协同系统设计与优化实践：熟悉端侧推理/多线程与内存优化、硬件加速（如GPU/NPU/DSP）、网络自适应（拥塞控制/码率自适应/重传策略）中的一种或多种。

加分项： 1、具有扎实的算法和机器学习基础，熟悉LLM、VLM、Agent等领域技术；或在顶级会议上发表过论文； 2、在真实产品中实现过显著业务收益：有AR/VR/MR或移动端相关经验；或作为核心成员解决过“端侧采集-传输-云端理解/识别”传输受限场景下的大模型部署的关键问题； 3、有结合深度学习进行压缩（如超分/去噪辅助、感知损失/对抗训练等）或后处理的实践，如SFT、RL（PPO、GRPO、GenRM）等，并实现出显著的性能与效果提升。

From $25, paid onceGet the CV for this job

What happens when you press

One press. We do the rest.

  1. A CV for this posting

    Written against ByteDance's own wording, from every piece of relevant proof in your profile.

  2. 25 readers review it

    Recruiter, hiring manager, skeptic and more read every draft, round after round. You get the best round.

    The review screen in CV Rocket: how each CV was read, round by round.

  3. We apply on ByteDance's form

    Our application engine gets through the hardest forms there are. Where a question needs you, AI suggests the best answer. Don't want us applying from our IP addresses? Use our Chrome extension: we apply straight from your own browser.

    An application in CV Rocket: every answer filled in on the employer's form.

  4. Every reply, sorted

    ByteDance's answer lands in your private mailbox, and we classify it on arrival: interview, question, rejection.

    The CV Rocket inbox: each employer reply classified as an interview, an action or a rejection.

  5. Reply with AI

    AI helps you write the email, checks it and sends it. We show you whether the recruiter read it.

  6. The interview in your calendar

    Full integration with your calendar. The invitation goes straight in.

    An interview invitation in the CV Rocket inbox, added to the candidate's calendar.
Get the CV for this job

From $25 per CV, paid once. No subscription.

Why it works

3×

more interviews than doing it yourself with ChatGPT.

ChatGPT writes a CV and never learns what happened to it. We see every reply. For each CV we know:

  • How it was written, and how the review scored it
  • When we applied, and how long after the posting went up
  • Which posting, which company, which city
  • Who got the interview, and who heard nothing

That is how we know which CVs get called.

Get the CV for this job

From $25 per CV, paid once. No subscription.

The numbers game

More applications. More interviews.

Every application goes out with its own CV, written for that posting and paid once. Send enough of them and the law of large numbers finds you the job.

Get the CV for this job
By hand5–10
With CV Rocket100
applications a day

Nearby

Live postings like this one

Same employer first, then the same role elsewhere.

Before you press

Straight answers

Get the CV for this job

From $25 per CV, paid once. No subscription.

What if my background isn't good enough?

We make the most of the background you have. The CV uses every piece of relevant proof your profile holds, and one of the 25 readers reads your whole profile and flags what the CV left out.

Do you really apply for me?

Yes, on the employer's own form, the hardest ones included. Where a question needs you, you answer it right there and AI suggests the best answer. Don't want us applying from our IP addresses? Use our Chrome extension: we apply straight from your own browser.

Is it a subscription?

No. You pay once per CV, from $25. Every application goes out with its own CV, written for that posting.

One job. One CV.
Paid once.

Pick the posting you want. We write for it, apply for you and catch the reply.

Get the CV for this job

From $25 per CV, paid once. No subscription.