Artificial Intelligence Senior Machine Learning Engineer (hybrid or remote NI)
Strabane, GB
6d ago

Your role in the team

Data has been at the heart of the insurance industry for many years and the amount generated daily is growing exponentially.

A huge opportunity exists to create massive disruption to the insurance model due to technology improvements, which allows us to uncover greater insights.

The Artificial Intelligence Centre of Excellence (AI COE) team will create an intense learning and development environment to develop skills at the cutting edge of technology.

The resources on this team will be responsible for researching, designing, and building systems through implementation of supervised and unsupervised machine-learning techniques.

Technologies and methodologies applied will include machine learning, information retrieval, artificial intelligence, computer vision, natural language processing, and / or ontology engineering technologies.

Incumbents will work both individually and with small teams to envision and realize cutting-edge ideas through rapid prototyping, development and deployment.

Teams will work on business problems and Proof of Concepts to help determine which opportunities to pursue further and share these findings to assist Allstate’s future product development.

As an Applied Machine Learning Engineer, you will be responsible for multiple major technical aspects and setting direction in the AI field.

You will work with both our internal partners, vendors, and academic partners to ensure that Allstate products are utilizing the latest and best Machine Learning (ML) technologies.

You will help develop the next generation of machine learning capabilities and talent within Allstate and play a key role in the vision and realization of cutting-edge technical capabilities into business applications and solutions.

The ideal person will be able to demonstrate the following competencies :

  • You are a forward-thinker and are comfortable with research and design
  • You relish creativity and innovation
  • You demonstrate a high level of technical aptitude and enjoy self-development and continuous learning
  • You have a willingness to learn deep technical skills and apply them to meet business needs
  • You are comfortable with being a core contributor on teams responsible for taking ideas from vision, through design, implementation and iterate based on customer feedback loops
  • You enjoy working both individually and with small teams
  • You ensure understanding of technical matters by non-technical, executive decision makers
  • You develop and use subtle strategies to influence or persuade others, particularly in sensitive or high-pressure situations
  • You extend capabilities by working closely with senior team members / experts both within and outside of internal organization
  • You have a strong interest in leading edge technology, and in user experience / usability
  • You will embrace being empowered to build and implement new ML functionalities and realize cutting-edge ideas through rapid prototyping, development and deployment.
  • You have a willingness to learn deep technical skills and apply them to meet the business needs
  • Be a self-starter who is able to work unsupervised on a variety of, and sometimes ambiguous, requirement
  • Have excellent interpersonal and communication skills, verbal & written
  • Coach team members on best practices and standards.
  • Lead and participate in knowledge sharing and contribute to the overall growth of the collective knowledge of AI and Machine Learning within Allstate
  • So, what are the essential criteria to apply?

  • All candidates must evidence an existing right to work in the UK'
  • A minimum of 3+ years full time hands-on relevant experience with programming / scripting
  • 2 years’ python experience
  • Extensive experience using Machine Learning techniques
  • The successful candidate must also demonstrate a high competency in :

  • Experience of engaging with business stakeholders to solve real world problems
  • Interest and Capacity to learn new skills
  • Ability to work in a fast paced, evolving and challenging environment
  • Solid mathematics background (linear algebra, statistics, optimization)
  • We also have some desirable criteria

  • BSc degree in Computer Science / Mathematics / Physics or equivalent fields Machine Learning or Artificial Intelligence Modules preferred
  • Completed or working towards a MSc / PhD with subject matter expertise in a relevant area
  • Familiarity with Cognitive Technology
  • Tensorflow, PyTorch or Similar Deep Learning framework
  • Experince using structured and unstructured data using Hadoop / RDMS / SQL (needs reworded)
  • Full time hands-on machine learning or artificial intelligence software engineering experience e.g. NLP, Computer Vision, audio processing
  • Experience of developing ML products from POC to development to deployment (reword)
  • Experience in agile development
  • Knowledge of cloud platforms (for example, AWS, Azure)
  • Include things like GitHub, Jenkins
  • Experience with collaboration tools for coding such as git and github
  • Experience with cloud deployments of applications (preferably ML applications) AWS, Jenkins, Azure, Docker
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