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Senior/Lead Machine Learning Engineer

1 month ago

London, Greater London, United Kingdom Mimica Automation Full time
About the Role

We are seeking a highly skilled Senior/Lead Machine Learning Engineer to join our team at Mimica Automation. As a key member of our engineering team, you will be responsible for designing, developing, and deploying advanced machine learning models to accelerate the discovery and deployment of automation with AI.

Your primary focus will be on researching and implementing cutting-edge techniques in deep learning and transformers, analyzing and preprocessing multi-modal data, and training and fine-tuning models. You will also be responsible for creating tools to measure and enhance model accuracy and performance, as well as documenting procedures and guides to facilitate knowledge sharing and helping other engineers to level up through pairing and mentoring.

In this role, you will have the opportunity to shape our technical direction, processes, and culture, and participate in hiring and onboarding new team members. You will also be responsible for taking on end-to-end project management responsibilities as we grow.

Key Responsibilities
  • Design and develop advanced machine learning models to accelerate automation with AI
  • Research and implement cutting-edge techniques in deep learning and transformers
  • Analyze and preprocess multi-modal data
  • Train and fine-tune models
  • Create tools to measure and enhance model accuracy and performance
  • Document procedures and guides to facilitate knowledge sharing
  • Participate in hiring and onboarding new team members
  • Take on end-to-end project management responsibilities
Requirements
  • Background in solving complex technical challenges at the intersection of machine learning and software development
  • Experience delivering generalized solutions that are adaptable to different data scales
  • Proficiency in Python, with expertise in developing algorithms for processing complex data structures
  • Solid understanding of traditional NLP approaches, such as classification and named-entity recognition
  • Working knowledge of deep learning techniques, including embeddings or transformers
  • Experience owning projects from start to finish, including specification, architecture, development, testing, deployment, and monitoring
  • Drive to continually develop skills, improve team processes, and reduce technical debt
  • Fluency in English, with ability to effectively communicate abstract ideas, complex concepts, and trade-offs
Preferred Qualifications
  • Familiarity with image processing and computer vision
  • Experience designing, building, and maintaining data pipelines
  • Experience working in a high-impact, high-ambiguity startup environment, delivering value quickly and iteratively
What We Offer

We provide generous compensation and our goal is to always pay at the top of the local market. We take a structured approach to determining salaries and take into consideration our salary framework, market data, and candidates' skills.

We also offer health benefits and ample paid time off, as well as a range of non-tangible benefits like flexible schedules and location, start-to-finish project ownership, and the opportunity to contribute to projects that will change the future of work.

This is a fully remote position, and you can be based anywhere in the UK, Europe, or the Americas within a UTC-7 to UTC+3 timezone.