Jobs
>
Toronto

    Senior ML Operations Engineer - Toronto, Canada - Jobber

    Jobber
    Jobber Toronto, Canada

    1 week ago

    Default job background
    Description

    Want to be a part of a fast moving ML team at Jobber that is supporting the business in making strategic decisions and take our product offerings to the next level?

    Then Jobber might be the place for you We're looking for a Senior Machine Learning Operations Engineer to be part of our Business Operations department.

    Jobber exists to help people in small businesses be successful. We work with small home service businesses, like your local plumbers, painters, and landscapers, to transform the way service is delivered through technology. With Jobber they can quote, schedule, invoice, and collect payments from their customers, while providing an easy and professional customer experience. Running a small business today isn't like it used to be—the way we consume and deliver service is changing rapidly, technology is evolving, and customers expect more. That's why we put the power and flexibility in their hands to run their businesses how, where, and when they want

    Our culture of transparency, inclusivity, collaboration, and innovation has been recognized by Great Place to Work, Canada's Most Admired Corporate Cultures, and more. Jobber has also been named on the Globe and Mail's Canada's Top Growing Companies list, and Deloitte Canada's Technology Fast 50TM, Enterprise Fast 15, and Technology Fast 500TM lists. With an Executive team that has over thirty years of industry experience of leading the way, we've come a long way from our first customer in 2011—but we've just scratched the surface of what we want to accomplish .

    The team:

    The mandate for the ML team is to develop and deliver machine learning solutions by utilizing Jobber's internal data. The team's focus is to leverage ML and GenAI to bring predictive power into decision making for business executives, enable enhanced insights into customer behavior and build ML products that will compliment the user experience.

    Like Jobber empowers small businesses with the tools and insights they need to succeed, the BizOps Department ensures our people at Jobber have the tooling, data insights, and strategic direction to excel in our shared mission. We turn data into actionable insights, and work with departments across the company to execute against their mandates. Essentially, BizOps serves as a central hub that drives business outcomes in different corners of Jobber, with specialized groups including Business Strategy, Revenue Operations, Business Analytics, and Business Technology.

    The role:

    Reporting to the Director, Data the Senior Machine Learning Operations Engineer will join a team that is building and enhancing Jobber's ML platform to enable Data Scientists and ML engineers build, deploy and monitor models that serve a wide variety of use-cases ranging from predictive insights, risk detection, fraud identification, product companions etc. to optimize the business process and unlock new opportunities.

    We help teams leverage data, tools and technology in order to successfully execute on their own mandates. We research, develop and maintain systems which support other internal teams from an operational and analytical perspective.

    We're looking for people who are ready for their next challenge, and want to use their experience to influence people, processes and decisions.

    The Senior Machine Learning Operations Engineer will:

  • Setup the nextgen ML Platform at Jobber to enable Data Scientists and ML engineers to build models that provide a compelling experience across the business.
  • Collaborate with Data scientists and ML/AI engineers to define the scope and understand the requirements for ML projects.
  • Build pipelines to process structured/unstructured data from various sources, redact data to create PII free features and manage libraries to enable easy retrieval and combination of features.
  • Responsible for complete Machine learning operations life cycle – preparing training and test data for ML engineers, data version management, assist with model tuning, deploy models to production, integrating the model with other services, monitoring model performance and setting up a closed loop for iterative model improvement.
  • Drive best practices in ML Engineering, setup workshops to share knowledge within the org and mentor other engineers on the team
  • Have a good understanding of LLMs and their MLOps landscape

    • To be successful, you should have:

  • Bachelor's or Master's degree in STEM subject with a focus on software engineering or equivalent experience.
  • 2+ years experience in productionizing ML models, monitor and optimize for performance
  • Proven Data and software engineering skills in Python and ML packages
  • Strong experience working with structured and unstructured data, leveraging big data processing frameworks like Spark
  • 3+ years experience with software engineering and DevOps practices, MLOps deployment and infrastructure.
  • Knowledge and experience with Terraform
  • Experience working with containers, job orchestration, scripting and CI/CD.
  • Strong understanding of Scrum/Agile development technologies.
  • Skilled communicator with a proven record of leading work across disciplines
  • Familiar with Elasticsearch, SQL, NoSQL, Apache spark, Flink, Databricks and Mlflow,

    • It would be really great (but not a deal-breaker) if you had:

  • Understanding of deep learning architectures and frameworks Pytorch, Tensorflow)

    • What you can expect from Jobber:

    Having been named as a , we walk the talk. Here are just some of the great things you can expect from us:

  • A total compensation package that includes an extended health benefits package with fully paid premiums for both body and mind, RRSP matching, and stock options.
  • A dedicated Coaching and Development function, including Development Coaches, to help build the career you want and hit the goals you set, while ensuring you're reaching your fullest potential.
  • Support for all your breaks: from vacation to rest and recharge, your birthday off to celebrate, health days to support your physical and mental health, and parental leave top-ups to support your growing family.
  • A unique opportunity to build, grow, and leave your impact on a $400-billion industry that has no dominant > To work with a group of people who are humble, supportive, and give a sh*t about our customers.

    • We believe that diverse teams perform better and that fostering an inclusive work environment is a key part of growing a successful team. We welcome people of diverse backgrounds, experiences, and perspectives. We are an equal opportunity employer, and we are committed to working with applicants requesting accommodation at any stage of the hiring process.

  • Sun Life

    Senior Software Engineer, Operations

    1 week ago

    Sun Life Toronto, Canada Temps plein

    Description · de poste: About the role: · The e-Business team in Application Operations Support (AOS) provides operations and support services to ensure reliability of IT applications. Through innovation, continuous improvement, and collaboration, we strive to find new and bet ...

  • Americold Logistics, LLC

    Refrigeration Operating Engine

    1 week ago

    Americold Logistics, LLC Brampton, Canada

    About Us: · Americold is a global provider of temperature-controlled infrastructure. We partner with farmers and food producers to ensure their perishable and frozen product reaches foods suppliers, restaurants, and your local grocery store without spoilage. Our customers, which ...

  • University of Toronto

    Operating Engineer B

    1 week ago

    University of Toronto Toronto, ON, Canada

    Date Posted: 04/24/2024 · Req ID: 37059 · Faculty/Division: Asst VP - Operations & Services · Department: F.&S. Utilities -06 · Campus: St. George (Downtown Toronto) · Description: · General Description of Class: · Under the direction of the Chief Operating Engineer and/or the ...

  • Apex Systems

    Security Engineer, Operations

    2 weeks ago

    Apex Systems Toronto, ON, Canada

    Senior Security Engineer · Apex Systems is a global IT services provider and our staffing practice has an opening for a Senior Security Engineer with 5+ years experience working at the enterprise level to place at our client, a top Canadian Bank · A top Canadian Bank · Locatio ...

  • Euroclear

    IT Security Operations Engineer

    1 week ago

    Euroclear Toronto, ON, Canada

    CISOSecurity Operations Engineer (SOAR) / CISO Platform Security · Your main task will be to maintain the security orchestration and automation platform. This platform is used by the security operation center to manage security alerts. Day-2-day configuration updates to implement ...

  • Meltwater Group

    BI Operations Engineer

    2 weeks ago

    Meltwater Group Toronto, ON, Canada

    Meltwater is seeking an experienced Analytics Engineer to join our team and contribute to building a robust data infrastructure that supports revenue-focused initiatives. This role will report directly to the Senior Director of Revenue Operations, based in our London or Toronto o ...

  • Array Marketing

    Engineering, Manufacturing Operations

    1 week ago

    Array Marketing Ontario, Canada Full time

    For over 40 years, Array Marketing has been a global leader in the retail display and in-store merchandising services industry. Global brands like Estée Lauder, Sephora, L'Oreal and Samsung to name a few, rely on our team of more than 2,000 employees around the world, to create g ...

  • University of Toronto

    Operating Engineer B

    1 week ago

    University of Toronto Toronto, Canada Full time

    Date Posted: 04/23/2024 · Req ID: 37073 · Faculty/Division: Asst VP - Operations & Services · Department: F.&S. Utilities -06 · Campus: St. George (Downtown Toronto) · Description: · Under the direction of the Manager, Mechanical Operations and Maintenance and/or leadership of th ...

  • Index Exchange

    Production Operations Engineer

    4 days ago

    Index Exchange Toronto, Canada

    We shaped the earliest forms of ad tech, and we're looking for the technical expertise to help shape its future. Our customers have unique problems that can only be solved at internet scale, and that's where the technical skills of our team make a real difference. · Our exchange ...

  • Porter Airlines

    Development Operations Engineer

    1 week ago

    Porter Airlines Toronto, Canada Full time

    Job Summary · We are seeking a skilled and proactive DevOps Engineer to join our dynamic team. As a DevOps Engineer, you will play a crucial role in enhancing our software development lifecycle, ensuring seamless integration and deployment of our applications. If you thrive in a ...

  • LCBO

    Senior Operations Engineer

    6 days ago

    LCBO Toronto, Canada Full time

    About the Role · Act as the technical subject matter expert for one or more of the following tools or platforms Elasticsearch, Site 24x7, SolarWinds, Windows, Linux, AIX, Citrix, Netapp, VMWare, Commvault and Cisco Unified Computing Systems (UCS) technologies and critically eval ...

  • Dotlinkers

    Operations Support Engineer

    2 weeks ago

    Dotlinkers Toronto, ON, Canada

    Our client is a specialist partner in revenue intelligence, providing both software solutions and advisory services from its platform. · It offers cloud-based solutions for the airline industry, including its data analytics software, pricing solution, all based on AI/ML solution ...

  • Sun Life

    Software Engineer, Operations

    6 days ago

    Sun Life Toronto, Canada Full time

    Job Description · : As a Software Engineer on the Application Operations & Services (AOS) team, you will have the opportunity to gain knowledge and experience within a mainframe environment. You will be a member of a team responsible for ongoing operations, support, maintenance, ...

  • Top Hat

    Security Engineer, Operations

    5 days ago

    Top Hat Toronto, ON, Canada

    We take a DevOps approach to delivery and production ownership. Working alongside the Director, Information Security, you'll manage security projects as well as lead the way the rest of the department manages security for their respective application domains. · This role can be ...

  • Tata Consultancy Services

    Security Engineer, Operations

    2 weeks ago

    Tata Consultancy Services Toronto, ON, Canada

    TCS has been recognized as a Global Top Employer by the Top Employers Institute - one of only eight companies worldwide to have achieved this status. Our organizational structure is domain-led and designed to offer businesses a single window into industry-specific solutions. Our ...

  • Royal Bank of Canada

    Data Operations Engineer

    3 weeks ago

    Royal Bank of Canada TORONTO, Canada Full time

    Job Summary · Job Description · What is the opportunity? · With engineering mindset, working within the DNA team, to provide technical services and support for application testing, pre-production verification, and production support. You will partner with existing support team me ...

  • Sun Life

    Senior Operations Engineer

    2 days ago

    Sun Life Toronto, Canada Full time

    Job Description · : Sun Life's Contact Centre Infrastructure (CCI) team is looking for a dynamic AWS Developer to join our team on our journey to migrate contact centres to AWS. Sun Life is migrating 60 contact centres across Canada, US and Europe to our new Amazon Contact CCaaS ...

  • BayCloud IT Staffing Services Inc.

    cloud operations engineer

    1 week ago

    BayCloud IT Staffing Services Inc. Toronto, Canada

    Education: · Expérience: · Education · Bachelor's degree · Tasks · Collect and document user's requirements and develop logical and physical specifications · Research, evaluate and synthesize technical information to design, develop and test computer-based systems · Develop dat ...

  • Sun Life

    Senior Operations Engineer

    2 days ago

    Sun Life Toronto, Canada Temps plein

    Description · de poste: Sun Life's Contact Centre Infrastructure (CCI) team is looking for a dynamic AWS Developer to join our team on our journey to migrate contact centres to AWS. Sun Life is migrating 60 contact centres across Canada, US and Europe to our new Amazon Contact C ...

  • BayCloud IT Staffing Services Inc.

    cloud operations engineer

    6 days ago

    BayCloud IT Staffing Services Inc. Toronto, Canada

    Education: Bachelor's degree · Experience: 3 years to less than 5 years · Tasks · Collect and document user's requirements and develop logical and physical specifications · Research, evaluate and synthesize technical information to design, develop and test computer-based systems ...