视频生成模型 · 训练 Infra 工程师
San Francisco, CA · On-site
$126K - $166K/yr
我们在训练自研视频生成基础模型(DiT / Flow Matching),需要-位既能搭起训练平台,又能把研究代码变成数百卡集群上稳定结果的工程师.你不只是用平台的人 ...
视频生成模型 · 训练 Infra 工程师
San Francisco, CA · On-site
$126K - $166K/yr
我们在训练自研视频生成基础模型(DiT / Flow Matching),需要-位既能搭起训练平台,又能把研究代码变成数百卡集群上稳定结果的工程师.你不只是用平台的人 ...
Research Scientist, (Privacy-Preserving Large-Scale Model Training & Architecture Optimization)
San Jose, CA · On-site
$162K - $316K/yr
Medical
Dental
Vision
Life
Retirement
This role sits at the intersection of - Large-scale model training systems - GPU-first architecture and kernel-level optimization - Diffusion / DiT / unified multimodal foundation models - Privacy ...
Research Scientist, (Privacy-Preserving Large-Scale Model Training & Architecture Optimization)
San Jose, CA · On-site
$162K - $316K/yr
Medical
Dental
Vision
Life
Retirement
This role sits at the intersection of - Large-scale model training systems - GPU-first architecture and kernel-level optimization - Diffusion / DiT / unified multimodal foundation models - Privacy ...
This DIT position is designed to prepare fellows for board certification by the American College of Histocompatibility and Immunogenetics (ACHI) and HLA Laboratory Director certification by the ...
This DIT position is designed to prepare fellows for board certification by the American College of Histocompatibility and Immunogenetics (ACHI) and HLA Laboratory Director certification by the ...
... DiT, etc. • Experience in deploying LLM models at scale on mainstream cloud providers (e.g., AWS, Azure, GCP). • Proven track record to profile and optimize inference latency and throughput ...
... DiT, etc. • Experience in deploying LLM models at scale on mainstream cloud providers (e.g., AWS, Azure, GCP). • Proven track record to profile and optimize inference latency and throughput ...
Coordinate with DIT for handoff of media and confirmation of successful footage transfer. Qualifications * BA or BFA in a related field preferred * 1 - 2 years of previous experience in a similar ...
Quick apply
Coordinate with DIT for handoff of media and confirmation of successful footage transfer. Qualifications * BA or BFA in a related field preferred * 1 - 2 years of previous experience in a similar ...
Coordinate with DIT for handoff of media and confirmation of successful footage transfer. Qualifications * BA or BFA in a related field preferred * 1 - 2 years of previous experience in a similar ...
Coordinate with DIT for handoff of media and confirmation of successful footage transfer. Qualifications * BA or BFA in a related field preferred * 1 - 2 years of previous experience in a similar ...
... VLMs, DiT, etc. • Experience in deploying LLM models at scale on mainstream cloud providers (e.g., AWS, Azure, GCP) with a proven track record to profile and optimize inference latency and ...
... VLMs, DiT, etc. • Experience in deploying LLM models at scale on mainstream cloud providers (e.g., AWS, Azure, GCP) with a proven track record to profile and optimize inference latency and ...
Major Duties and Responsibilities - Commander's Inspection Program (CCIP) Management - Exercise Design, Planning, and Execution - Wing/Delta Inspection Team (WIT/DIT) Leadership - IG Systems ...
New
Major Duties and Responsibilities - Commander's Inspection Program (CCIP) Management - Exercise Design, Planning, and Execution - Wing/Delta Inspection Team (WIT/DIT) Leadership - IG Systems ...
New
Machine Learning Engineer, Images
San Francisco, CA · On-site
$200 - $265/hr
Medical
Dental
Vision
Retirement
PTO
Familiarity with tools and frameworks involved in AI image generation including but not limited to Stable Diffusion, Diffusion Transformers (DiT), Visual Transformers (ViT), Tensorflow, PyTorch ...
Machine Learning Engineer, Images
San Francisco, CA · On-site
$200 - $265/hr
Medical
Dental
Vision
Retirement
PTO
Familiarity with tools and frameworks involved in AI image generation including but not limited to Stable Diffusion, Diffusion Transformers (DiT), Visual Transformers (ViT), Tensorflow, PyTorch ...
Gaffer / Grip / AC (Part-Time Over-Hire)
Los Angeles, CA · On-site
$30 - $40/hr
Coordinate with DIT for handoff of media and confirmation of successful footage transfer. Qualifications * BA or BFA in a related field preferred * 1 - 2 years of previous experience in a similar ...
Gaffer / Grip / AC (Part-Time Over-Hire)
Los Angeles, CA · On-site
$30 - $40/hr
Coordinate with DIT for handoff of media and confirmation of successful footage transfer. Qualifications * BA or BFA in a related field preferred * 1 - 2 years of previous experience in a similar ...
Post Production Engineer : 26-02318
Los Angeles, CA · On-site
$60 - $65/hr
Experience as a Post-Production Engineer, Media Systems Engineer, Media Engineer, Digital Imaging Technician (DIT), Post-Production Support Engineer , or similar. * Solid understanding of production ...
Post Production Engineer : 26-02318
Los Angeles, CA · On-site
$60 - $65/hr
Experience as a Post-Production Engineer, Media Systems Engineer, Media Engineer, Digital Imaging Technician (DIT), Post-Production Support Engineer , or similar. * Solid understanding of production ...
Research, optimize and implement network concepts, including but not limited to Data Flow Capture, RDT&E network environments, Wide Area Network (WAN) optimization, Data-In-Transit (DIT) and Data-At ...
Research, optimize and implement network concepts, including but not limited to Data Flow Capture, RDT&E network environments, Wide Area Network (WAN) optimization, Data-In-Transit (DIT) and Data-At ...
Gaffer / Grip / AC (Part-Time Over-Hire)
Los Angeles, CA · On-site
$30 - $40/hr
Coordinate with DIT for handoff of media and confirmation of successful footage transfer. Qualifications * BA or BFA in a related field preferred * 1 - 2 years of previous experience in a similar ...
Gaffer / Grip / AC (Part-Time Over-Hire)
Los Angeles, CA · On-site
$30 - $40/hr
Coordinate with DIT for handoff of media and confirmation of successful footage transfer. Qualifications * BA or BFA in a related field preferred * 1 - 2 years of previous experience in a similar ...
Director of Inspections \u0026 Exercises, SBD 3/IG with Security Clearance
La Canada Flintridge, CA · On-site
Major Duties and Responsibilities - Commander's Inspection Program (CCIP) Management - Exercise Design, Planning, and Execution - Wing/Delta Inspection Team (WIT/DIT) Leadership - IG Systems ...
New
Director of Inspections \u0026 Exercises, SBD 3/IG with Security Clearance
La Canada Flintridge, CA · On-site
Major Duties and Responsibilities - Commander's Inspection Program (CCIP) Management - Exercise Design, Planning, and Execution - Wing/Delta Inspection Team (WIT/DIT) Leadership - IG Systems ...
New
Understand computational characteristics of Multimodal LLMs, VLMs, DiT, etc. * Experience in deploying LLM models at scale on mainstream cloud providers (e.g., AWS, Azure, GCP). * Proven track record ...
Understand computational characteristics of Multimodal LLMs, VLMs, DiT, etc. * Experience in deploying LLM models at scale on mainstream cloud providers (e.g., AWS, Azure, GCP). * Proven track record ...
Understand computational characteristics of Multimodal LLMs, VLMs, DiT, etc. * Experience in deploying LLM models at scale on mainstream cloud providers (e.g., AWS, Azure, GCP). * Proven track record ...
Understand computational characteristics of Multimodal LLMs, VLMs, DiT, etc. * Experience in deploying LLM models at scale on mainstream cloud providers (e.g., AWS, Azure, GCP). * Proven track record ...
QA Engineer
Santa Clarita, CA · On-site
Operate, support, and troubleshoot automated test equipment, including DIT-MCO and Cirris testing systems. * Program and interpret electrical schematics and test parameters for continuity, hipot, and ...
QA Engineer
Santa Clarita, CA · On-site
Operate, support, and troubleshoot automated test equipment, including DIT-MCO and Cirris testing systems. * Program and interpret electrical schematics and test parameters for continuity, hipot, and ...
Operate, support, and troubleshoot automated test equipment, including DIT-MCO and Cirris testing systems. * Program and interpret electrical schematics and test parameters for continuity, hipot, and ...
Operate, support, and troubleshoot automated test equipment, including DIT-MCO and Cirris testing systems. * Program and interpret electrical schematics and test parameters for continuity, hipot, and ...
Operate, support, and troubleshoot automated test equipment, including DIT-MCO and Cirris testing systems. * Program and interpret electrical schematics and test parameters for continuity, hipot, and ...
Quick apply
Operate, support, and troubleshoot automated test equipment, including DIT-MCO and Cirris testing systems. * Program and interpret electrical schematics and test parameters for continuity, hipot, and ...
Consulting Cyber Systems Engineer
San Diego, CA · Hybrid
Medical
Life
PTO
Align architectures with NSA Capability Packages to include developing cyber solutions for Data-in-Transit (DiT) while integrating commercial products such as VPNs, firewalls, and encryption layers.
Consulting Cyber Systems Engineer
San Diego, CA · Hybrid
Medical
Life
PTO
Align architectures with NSA Capability Packages to include developing cyber solutions for Data-in-Transit (DiT) while integrating commercial products such as VPNs, firewalls, and encryption layers.
Dit information
See California salary details
$9.96 - $13.63
5% of jobs
$13.63 - $17.30
17% of jobs
$19.50 is the 25th percentile. Wages below this are outliers.
$17.30 - $20.96
5% of jobs
$20.96 - $24.63
7% of jobs
The median wage is $27.69 / hr.
$24.63 - $28.30
19% of jobs
$28.30 - $31.96
19% of jobs
$33.06 is the 75th percentile. Wages above this are outliers.
$31.96 - $35.63
10% of jobs
$35.63 - $39.30
6% of jobs
$39.30 - $42.96
3% of jobs
$42.96 - $46.63
4% of jobs
$46.63 - $50.29
4% of jobs
$9
$29
$50
How much do dit jobs pay per hour?
As of Aug 15, 2026, the average hourly pay for dit in California is $29.89, according to ZipRecruiter salary data. Most workers in this role earn between $20.38 and $34.86 per hour, depending on experience, location, and employer.
What are the typical daily responsibilities of a digital imaging technician on set?
As a DIT, your daily responsibilities include managing and backing up camera footage, ensuring proper exposure and color consistency, and preparing dailies for review. You’ll work closely with the director of photography and camera crew to implement desired looks and troubleshoot any technical issues related to digital files or equipment. DITs also perform quality checks to avoid data loss and help maintain efficient workflows from set to post-production. This hands-on role is essential for maintaining both the creative and technical integrity of a production.
What are the key skills and qualifications needed to thrive as a digital imaging technician?
A Digital Imaging Technician (DIT) needs strong technical knowledge in digital video workflows, color management, and data management, often established through relevant degrees or certifications in film or media production. Familiarity with industry-standard software such as DaVinci Resolve, Adobe Premiere, and various data backup and archiving tools is essential. Exceptional attention to detail, problem-solving, and communication skills help DITs collaborate effectively with cinematographers and post-production teams. These abilities are vital to ensure the security of footage, maintain image quality, and support seamless production processes.
What is a DIT?
A Digital Imaging Technician (DIT) is responsible for managing the digital workflow on a film or television production. They ensure the correct handling, backup, and color integrity of digital footage. DITs collaborate closely with cinematographers to achieve the desired visual style and assist with on-set color grading. Their role bridges the gap between production and post-production, ensuring high-quality footage is maintained throughout the process.
What are popular job titles related to Dit jobs in California?
For Dit jobs in California, the most frequently searched job titles are:
What job categories do people searching Dit jobs in California look for?
The top searched job categories for Dit jobs in California are:
What cities in California are hiring for Dit jobs?
Cities in California with the most Dit job openings:
$126K - $166K/yr
Full-time
Posted 18 days ago
Job description
我们在训练自研视频生成基础模型(DiT / Flow Matching),需要-位既能搭起训练平台,又能把研究代码变成数百卡集群上稳定结果的工程师.你不只是用平台的人,更是建平台的人.
你会做
• 训练平台搭建:从作业调度,断点续训,监控告警到数据 / 权重流水线,把分散的脚本沉淀为团队可复用的训练基础设施.
• 数百卡规模的分布式训练:FSDP,张量并行,Context Parallel,Ulysses,把 MFU 推到合理水位.
• PB 级视频数据 pipeline:NVDEC 解码,VAE latent 缓存,变分辨率 bucket sampling.
• 显存与性能:FlashAttention,FP8 混合精度,Triton kernel,activation checkpoint 策略.
• 训练稳定性:loss spike 根因分析,断点秒级恢复,慢节点自动剔除.
硬性要求
• 精通 PyTorch distributed 与 CUDA 体系结构.
• 至少-个主流训练框架(Megatron / DeepSpeed / FSDP / TorchTitan)的源码级理解.
• ≥ 256 卡训练实战经验.
• 有从零或半程搭建训练平台 / 集群调度 / 训练工具链的经验.
加分
• DiT / Diffusion / 视频数据处理经验.
• 写过 Triton / CUTLASS kernel.
• 对 HunyuanVideo / Wan / CogVideoX 等开源项目有源码级了解.
我们提供
• 真实数百卡算力,把训练当工程问题的团队,合规边界内的开源 / 发表空间.
你会做
• 训练平台搭建:从作业调度,断点续训,监控告警到数据 / 权重流水线,把分散的脚本沉淀为团队可复用的训练基础设施.
• 数百卡规模的分布式训练:FSDP,张量并行,Context Parallel,Ulysses,把 MFU 推到合理水位.
• PB 级视频数据 pipeline:NVDEC 解码,VAE latent 缓存,变分辨率 bucket sampling.
• 显存与性能:FlashAttention,FP8 混合精度,Triton kernel,activation checkpoint 策略.
• 训练稳定性:loss spike 根因分析,断点秒级恢复,慢节点自动剔除.
硬性要求
• 精通 PyTorch distributed 与 CUDA 体系结构.
• 至少-个主流训练框架(Megatron / DeepSpeed / FSDP / TorchTitan)的源码级理解.
• ≥ 256 卡训练实战经验.
• 有从零或半程搭建训练平台 / 集群调度 / 训练工具链的经验.
加分
• DiT / Diffusion / 视频数据处理经验.
• 写过 Triton / CUTLASS kernel.
• 对 HunyuanVideo / Wan / CogVideoX 等开源项目有源码级了解.
我们提供
• 真实数百卡算力,把训练当工程问题的团队,合规边界内的开源 / 发表空间.