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    Lead Machine Learning Software Engineer - Vancouver, BC, Canada - The Institute for Performance and Learning

    The Institute for Performance and Learning
    The Institute for Performance and Learning Vancouver, BC, Canada

    4 days ago

    Default job background
    $122,000 - $195,000
    Description

    We work to connect and power an inclusive, digital economy that benefits everyone, everywhere by making transactions safe, simple, smart and accessible.

    Using secure data and networks, partnerships and passion, our innovations and solutions help individuals, financial institutions, governments and businesses realize their greatest potential.

    We cultivate a culture of inclusion for all employees that respects their individual strengths, views, and experiences. Lead Machine Learning Engineer (Developer) - IDS1117 Who is Mastercard?
    Mastercard is a global technology company in the payments sector. Our people, technology, data and brand provide the capabilities that drive our success.

    By building an inclusive, world-class culture, our employees have once-in-a-career opportunities to be a part of teams that have a greater impact on our community and our world.

    Mastercard's Cyber & Intelligence organization develops and delivers world-class security products and services for customers across the globe. NuData Security, a Mastercard company, predicts fraudulent transactions by identifying good users from bad, based on their online behaviour.

    By analyzing over 38 billion behaviours annually, NuData harnesses the power of behavioural and biometric analysis to empower its clients to predict fraud and verify the user behind the device.

    This allows clients to predict fraud before a critical decision, reduce customer insult, and investigate bad actors efficiently.

    We are looking for a Lead ML Software Development Engineer to join our Data Science and Machine Learning Platform team in the Vancouver office.

    This position will be technical in nature where you will design, develop and deploy machine learning systems that support Data Science solutions.

    Our ideal candidate would have experience in designing data flows, optimizing workflows in big data environments, functional programming and a strong understanding in ML concepts.

    where using and contributing to open source are looked upon as an asset; Work with big data platforms and technologies.


    • Maintain model pipelines, libraries and machine learning infrastructure.
    • Automate and optimize Data Science tasks and workflows.
    • Be responsible for the performance and the automated tests of our code.
    • Provide technical leadership of development tasks and projects.
    • Independently analyze, propose and develop solutions for the most complex technical problems and issues.
    • Participate in technical design reviews, budget planning and product strategy.
    • Communicate closely and effectively with engineering management, leads, and peers to gather and understand requirements, share project status and deal with unexpected issues.
    • Ensure and enforce the adherence to the standards and procedures that result in an environment compliant with information security policy.
    • Manage junior and senior colleagues.
    • A capable coder, able to write well-abstracted, production-quality code in Python, Java or similar. AWS, Microsoft Azure and/or Google Cloud), and machine learning tools (e.g. scikit-learn, Tensorflow and/or Keras).
    • Hands-on knowledge of any big data engine. You understand the benefits of batch processing and parallelization and know how to design a pipeline to scale-out machine learning workflows. You have experience working with distributed data processing frameworks such as Apache Spark.
    • Experienced in managing Machine Learning Engineers and Data Scientists.
    • Experienced in architecting end-to-end solutions for production deployment.
    • Relevant senior-level experience in software development.
    • Experience in working with, planning, designing, and analyzing big data systems (running notebooks, different SQL dialects).
    • Strong understanding of Data Science and Machine Learning concepts.
    • Strong understanding of software development life cycle based on Atlassian platforms (Jira, Confluence).
    • Proven ability to write clean code that works, is readable, maintainable and follows best practices and coding standards, on schedule.
    • Mature understanding and technical leadership of object-oriented and functional design, languages, algorithms, data structures, networking, database design and optimization (i.e. Agile, SCRUM).
    It also helps if you are:


    • We work to eliminate assumptions and test our hypotheses, and we value rigour.
    • We offer the opportunity to drive major projects that protect consumers every day, internationally. We're a team of data scientists and engineers with personal and collaborative side projects, and we're looking for someone who shares our enthusiasm.
    • Data Science / Machine Learning is a continuously growing field. We are looking for someone who is creative and not just always satisfied with the status quo.

    In the US or Canada, if you require accommodations or assistance to complete the online application process or during the recruitment process, please contact .Do not include any medical or health information in this email.

    Corporate Security Responsibility

    All activities involving access to Mastercard assets, information, and networks comes with an inherent risk to the organization and, therefore, it is expected that every person working for, or on behalf of, Mastercard is responsible for information security and must:
    Abide by Mastercard's security policies and practices;
    Report any suspected information security violation or breach, and

    Vancouver, Canada:
    $122,000 - $195,000 CAD #J-18808-Ljbffr
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