Sr Data Engineer - Deep Learning

Key Skills

AWS, Azure, C++, CloudFormtion, Continuous Integration & Continuous Delivery - CI/CD, Deep Learning, Google Cloud Platform (GCP), Terraform

Job Description

Flawless AI is an energetic, growing startup operating at the intersection of AI and film making.

Our technology uses generative AI to make it look like your favorite actor or actress is speaking another language, without subtitles or voice-overs, making it indistinguishable from the original performance.

It doesn’t matter where you live or what languages you speak, audiences can now experience authentic storytelling exactly as the filmmaker originally intended through the magic of automated visual translation.

We believe the most important breakthroughs in AI are unlocked only when we apply it to real-world use cases that reach millions of people and are generally available. This is our north star and guiding principle.

Ethical, licensed, and balanced data is central to our AI research. The data team is responsible for sourcing, annotating, curating, and deploying large multi-modal datasets within the film media domain. The data team works with core and applied ML, lighting, staging, engineering, and film innovation teams to understand data requirements and deliver high-quality datasets that power next-generation AI models. The team is also responsible for data versioning, data DevOps, and persistent storage.

Our work in automated visual translation is just the beginning, we’re developing countless exciting products based on the application of our proprietary, cornerstone research.

This is an unbelievable opportunity to join a team operating at the cutting edge of the generative revolution, don't hesitate, reach out today.

Qualifications

Minimum Requirements

• Bachelor's degree in computer science, machine learning, computer vision, or a related field

• 4+ years of experience preparing large datasets for deep learning and neural network models

• 4+ years of experience writing and testing modularized, production-level Python code

• Experience with deep learning frameworks such as PyTorch, Tensorflow, Keras, or MXNET

• Experience building scalable ML pipelines for image and video modalities with tools such as Flyte, Prefect, AirFlow, or Kubeflow

• Experience with data collection, labeling, cleaning, and generation with tools such as LabelBox, SuperAnnotate, Scale Ai, or V7

Preferred Requirements

• MS or PhD in computer science, machine learning, computer vision, or a related field

• Experience with CI / CD automation using tools such as GitHub Actions or GitLab

• Experience setting up and configuring cloud infrastructure resources with tools such as Terraform or CloudFormation

• Experience with various cloud data storage technologies on AWS, GCP, or Azure

• Experience writing production-grade C++

• Experience with audio, text, or 3D data modalities

Benefits

• Autonomy - You'll own your work from start to finish

• Influence - You'll impact major research decisions

• Publication - You’ll be encouraged to publish your work

• Learning - You’ll push the state-of-the-art with the best in the world

• Impact - Your input genuinely matters

• Hybrid office model

• The annual salary range for this role is $125,000 – $225,000

• Stock Options

• Comprehensive medical, dental, and vision insurance

• 401(k) plan

• Your choice of equipment

Flawless is proud to emphasize an equal opportunity, safe environment for people to do their best work. We are committed to providing equal employment opportunities regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, or Veteran status. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements.

$125,000 - $225,000 a year