Deep Learning Engineer
London, England, United Kingdom - Remote
V7Labs
The full infrastructure for enterprise training data covering labeling, workflows, datasets, and humans in the loop.Salary Range: £40,000 - £70,000
Here's what we do! - https://youtu.be/iBpgSQk5Qyg
V7 is an AI data platform to automate any visual task, voted by Forbes as one of the top 25 machine learning startups of 2021. We have raised $10 million in venture funding and are backed by the field of AI's greatest leaders, including the minds behind Elixir, Keras, transformers, and more.
We manage the training data and models of hundreds of AI companies and enterprises, spannign tens of thousands of datasets and tens of billions of training data labels. What sets us apart is our team's obsession with pushing our product to where AI will be three years from today.
Here's a bit more on our culture: https://www.v7labs.com/working-at-v7
What you're expected to build with us:
- General purpose models
- Instance and semantic segmentation (centroid approaches, high-fidelity semantic segmentation for labelling)
- Multi-task models (eg. Taskonomy and related papers)
- Auto-ML in vision
- Ultra-large model backbones (eg. MOCO and related papers)
We're based on PyTorch, our BE is in Elixir (erlang), and FE is Vue.js. We make GPU machines available both at our office or in the cloud. We are regular CVPR/NeurIPS/ECCV attendees and in normal times attend as a team.
Here are a few things the team has worked on in the past few months:
- Auto-Annotate: Automated image segmentation: https://www.youtube.com/watch?v=SvihDSAY4TQ&feature=emb_title
- An inference and training orchestration engine to run any model request in real-time across a library of computer vision models
- Several implementations of instance-segmentation architectures like Mask-Rcnn, CenterMask, and object detection architectures like VoVnet
- Configuration parameters to enable the training of models across various dataset sizes, image sizes, and relative annotation sizes and amounts
- The development of deep image retrieval systems to automatically rank datasets by content-based parameters without the need of prior training
Requirements
- Experience in deep learning, from understanding the underlying math, to the ability to illustrate landmark papers within the vision domain (given enough prep time)
- Evidence of individual contribution to challenging DL/ML projects
- A CV that demonstrates an early interest in computer science
- A curious, scientific mind
- Fluent in English
Benefits
- Unlimited vacation, just tell us when you need time off
- Stock options
- Work from anywhere
- 7-day company retreats in stunning locations
- New Apple hardware
- Paid tickets, accommodation, and travel to relevant conferences, nationally or internationally (NeurIPS, ICCV, CVPR, ...) to expand your network & knowledge during normal times
- Unlimited high-quality coffee, tea, snacks, and other comforts every day
Tags: Architecture Computer Science Computer Vision Deep Learning Elixir GPU Keras Machine Learning Mathematics NeurIPS PyTorch Transformers Vue
Perks/benefits: Career development Conferences Equity Team events Unlimited paid time off
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Marketing Data Analyst jobs
- Open MLOps Engineer jobs
- Open AI Engineer jobs
- Open Junior Data Scientist jobs
- Open Data Engineer II jobs
- Open Senior Data Architect jobs
- Open Sr Data Engineer jobs
- Open Data Analytics Engineer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Power BI Developer jobs
- Open Principal Data Engineer jobs
- Open Manager, Data Engineering jobs
- Open Product Data Analyst jobs
- Open Business Data Analyst jobs
- Open Data Manager jobs
- Open Data Quality Analyst jobs
- Open Sr. Data Scientist jobs
- Open Data Scientist II jobs
- Open Big Data Engineer jobs
- Open Business Intelligence Developer jobs
- Open Data Analyst Intern jobs
- Open Principal Data Scientist jobs
- Open ETL Developer jobs
- Open Azure Data Engineer jobs
- Open Data Product Manager jobs
- Open Business Intelligence-related jobs
- Open Data quality-related jobs
- Open Privacy-related jobs
- Open Data management-related jobs
- Open GCP-related jobs
- Open Java-related jobs
- Open ML models-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open Deep Learning-related jobs
- Open APIs-related jobs
- Open PyTorch-related jobs
- Open PhD-related jobs
- Open TensorFlow-related jobs
- Open Consulting-related jobs
- Open Snowflake-related jobs
- Open NLP-related jobs
- Open Data governance-related jobs
- Open Data warehouse-related jobs
- Open Airflow-related jobs
- Open Databricks-related jobs
- Open Hadoop-related jobs
- Open LLMs-related jobs
- Open DevOps-related jobs
- Open CI/CD-related jobs