Sr. ML Engineer

Posted 8 days 15 hours ago by Veritone, Inc.

Permanent
Not Specified
Other
London, United Kingdom
Job Description
POSITION SUMMARY

Our team is looking to add an ambitious Senior Machine Learning Engineer who works well in an extremely innovative and fast-paced environment. If you can translate complex problems into actionable insights, then please continue reading.

WHAT YOU'LL DO

The successful candidate will work with a team of UK (London) based developers driving the definition, development, and evolution of Veritone's Track, which takes both image and video data and performs intelligent analysis including but not limited to object detection, tracking, and recognition for law enforcement, public safety, and media entertainment applications. The work will involve developing novel deep learning models and algorithms for image and video analysis; object detection and tracking; cross-domain/cross-view object localization; person and vehicle re-identification and search; visual attribute recognition and search in videos and images; vision-language multimodal self-labeling and self-supervised learning; human-in-the-loop hard negative mining for model incremental learning; LLM (Large Language Model) driven image data generation and data distribution augmentation; and uncertainty quantification for label noise minimization.

WHAT YOU'LL NEED
  • Minimum qualifications:
  • PhD degree or equivalent algorithm testing and coding experiment experience in Computer Vision and Machine Learning with up-to-date extensive knowledge and experience in deep learning algorithms including the latest multimodal foundation models and generative AI frameworks' exploration, development, and implementation.
  • Extensive experience with common machine learning Python frameworks such as TensorFlow and PyTorch; and Python libraries such as pandas, and computer vision libraries such as OpenCV.
  • Experience in ONNX and TensorRT.
  • Very comfortable working in Linux environment.
  • Familiarity with software development tools and agile development practices.
  • 6 years experience in developing, optimizing, and testing deep learning in computer vision models.
  • Excellent communication skills (written / verbal).
  • Experience working in a development team.
  • Motivated to drive tasks to completion and meet rigorous time requirements.
  • Ability to work in a fast-paced development environment.
  • Bonus points if:
  • Knowledge of C++, Github, Jira.
  • Experience working on object detection and/or tracking, re-identification, visual attribute recognition, video analysis and understanding, vision-language multimodal self-supervised learning, multimodal foundation generative models.
  • Experience testing and deploying machine learning models into production.
ABOUT VERITONE

Veritone is a leading provider of artificial intelligence (AI) technology and solutions. The company's proprietary operating system, aiWARE, orchestrates an expanding ecosystem of machine learning models to transform audio, video, and other data sources into actionable intelligence. We love to continuously grow while staying ahead of trends and creating structure in an unstructured world.

DISCLOSURE

Our company provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability, or genetics.

Candidates not residing in the UK must demonstrate their eligibility to work in the UK in accordance with the Asylum and Immigration Act 1999.

The successful candidate will be working in the Veritone UK development branch located in London.