?Engineering Lead - Machine Learning

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?Engineering Lead – Machine Learning

We're changing the way people enjoy wine and consequently disrupting one of the oldest industries on the planet. Over the next ten years, the global market for online wine sales is expected to grow significantly, and at Vivino, we are planning to be at the forefront of this growth. We have many great opportunities, plans, and ideas lined up, and we are looking for talented people to help make these come to life.

The job
You will lead our ML Engineering team in Copenhagen and report to the CTO. The team does statistical analysis of various product areas and develops ML models to make recommendations, detect fraud and solve other product and engineering problems using machine learning and a data-driven approach. You will work in collaboration with the CTO, DevOps, and some of our cross-functional teams to bring ML systems to production and guide the work of our Data Scientists and Engineers.

Responsibilities
  • Guide your team on ML development and operations.
  • Design and implement end-to-end ML solutions and optimize existing models
  • Setup and continuously enhance ML software infrastructure: CI/CD, data stores, cloud services, network configuration, security, and system monitoring
  • Work closely with Engineering and Product teams to deliver ML systems and solutions with a product impact.
  • Make sure all ML systems and solutions are operationalized before large-scale deployments.
  • Consider the performance impact of all solutions and iterate on system performance and large-scale integrations.
  • Grow your team and hire talent to meet company requirements and objectives
  • Qualifications & skills
  • BS degree in math, computer science, or related field
  • 5+ years of relevant experience as ML Engineer or similar
  • Competency in software engineering
  • Hands on experience designing and implementing end-to-end solutions using Machine and Deep Learning models and workflow
  • Experience with cutting edge ML tools & languages, both open source and proprietary (e.g. TensorFlow, PyTorch, PySpark, etc.)
  • Knowledge of model pipeline technologies like Airflow, MLFlow, MLOps, Kubeflow, etc.
  • Knowledge of cloud technologies like AWS Glue and Sagemaker and similar GCP tools
  • Experience managing data science teams and acting as a team leader to push through technical challenges
  • Able to read, write, and speak English fluently
  • You are a curious, communicative person who is eager to learn and is ready to join a company with few formal procedures and limits.
  • You’re not an asshole
  • Working at Vivino
    Working at Vivino is both challenging, fun, and rewarding. We have an incredible, multicultural, and truly international work culture where we take care and look out for each other. We appreciate new ideas, and we encourage everyone to bring them to the table. We are not afraid to make mistakes – as long as we take ownership, learn from them and support each other in getting even better. And we have a lot of fun! Who are we?
    TRUSTED BY MILLIONS TO DISCOVER AND BUY THE RIGHT WINE EVERY TIMEVivino is the world's largest online wine marketplace and most downloaded wine app, powered by a community of millions. Vivino's unique wine shopping experience leverages community data to suggest personalized wine recommendations for each individual user. In addition to making wine discovery fun and effortless, Vivino is the best place for wine drinkers to buy wine. The Vivino app is available for download on Android and Apple devices.We are a fast-paced, growing team with offices in San Francisco, California, and Copenhagen, Denmark. We also have teams worldwide in the UK, Netherlands, Italy, Spain, Germany, France, Ireland, and Hong Kong.Our team is passionate about our core purpose - to empower people everywhere to enjoy wine to the fullest. We do that every day by building technology and leveraging data that puts the power back in the hands of the consumer. We do not see wine as a commodity but as an offering of a cultural experience that was once out of reach for many but is now open to everyone.Our five core values are:
  • Always Stride for Better
  • Work Together
  • Earn and Offer Trust
  • Be Approachable
  • Lead with Data
  • Commitment to diversity and inclusion
    Vivino is an equal opportunity employer and prohibits unlawful discrimination based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin or ancestry, age, disability, marital status, and veteran status any other characteristic protected by applicable law. Contact and application
    In this recruitment process, we are assisted by European Search Company. For additional information about the position please contact Brian Ranvits on +45 2048 0548.Please note that applications are handled on an ongoing basis. So, please send your application and CV as soon as possible using the application link below:

    APPLY FOR THIS POSITION

    Skriv i din ansøgning, at du fandt jobbet på ofir.dk


    ?Engineering Lead - Machine Learning

    View all listings

    ?Engineering Lead – Machine Learning

    We're changing the way people enjoy wine and consequently disrupting one of the oldest industries on the planet. Over the next ten years, the global market for online wine sales is expected to grow significantly, and at Vivino, we are planning to be at the forefront of this growth. We have many great opportunities, plans, and ideas lined up, and we are looking for talented people to help make these come to life.

    The job
    You will lead our ML Engineering team in Copenhagen and report to the CTO. The team does statistical analysis of various product areas and develops ML models to make recommendations, detect fraud and solve other product and engineering problems using machine learning and a data-driven approach. You will work in collaboration with the CTO, DevOps, and some of our cross-functional teams to bring ML systems to production and guide the work of our Data Scientists and Engineers.

    Responsibilities
  • Guide your team on ML development and operations.
  • Design and implement end-to-end ML solutions and optimize existing models
  • Setup and continuously enhance ML software infrastructure: CI/CD, data stores, cloud services, network configuration, security, and system monitoring
  • Work closely with Engineering and Product teams to deliver ML systems and solutions with a product impact.
  • Make sure all ML systems and solutions are operationalized before large-scale deployments.
  • Consider the performance impact of all solutions and iterate on system performance and large-scale integrations.
  • Grow your team and hire talent to meet company requirements and objectives
  • Qualifications & skills
  • BS degree in math, computer science, or related field
  • 5+ years of relevant experience as ML Engineer or similar
  • Competency in software engineering
  • Hands on experience designing and implementing end-to-end solutions using Machine and Deep Learning models and workflow
  • Experience with cutting edge ML tools & languages, both open source and proprietary (e.g. TensorFlow, PyTorch, PySpark, etc.)
  • Knowledge of model pipeline technologies like Airflow, MLFlow, MLOps, Kubeflow, etc.
  • Knowledge of cloud technologies like AWS Glue and Sagemaker and similar GCP tools
  • Experience managing data science teams and acting as a team leader to push through technical challenges
  • Able to read, write, and speak English fluently
  • You are a curious, communicative person who is eager to learn and is ready to join a company with few formal procedures and limits.
  • You’re not an asshole
  • Working at Vivino
    Working at Vivino is both challenging, fun, and rewarding. We have an incredible, multicultural, and truly international work culture where we take care and look out for each other. We appreciate new ideas, and we encourage everyone to bring them to the table. We are not afraid to make mistakes – as long as we take ownership, learn from them and support each other in getting even better. And we have a lot of fun! Who are we?
    TRUSTED BY MILLIONS TO DISCOVER AND BUY THE RIGHT WINE EVERY TIMEVivino is the world's largest online wine marketplace and most downloaded wine app, powered by a community of millions. Vivino's unique wine shopping experience leverages community data to suggest personalized wine recommendations for each individual user. In addition to making wine discovery fun and effortless, Vivino is the best place for wine drinkers to buy wine. The Vivino app is available for download on Android and Apple devices.We are a fast-paced, growing team with offices in San Francisco, California, and Copenhagen, Denmark. We also have teams worldwide in the UK, Netherlands, Italy, Spain, Germany, France, Ireland, and Hong Kong.Our team is passionate about our core purpose - to empower people everywhere to enjoy wine to the fullest. We do that every day by building technology and leveraging data that puts the power back in the hands of the consumer. We do not see wine as a commodity but as an offering of a cultural experience that was once out of reach for many but is now open to everyone.Our five core values are:
  • Always Stride for Better
  • Work Together
  • Earn and Offer Trust
  • Be Approachable
  • Lead with Data
  • Commitment to diversity and inclusion
    Vivino is an equal opportunity employer and prohibits unlawful discrimination based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin or ancestry, age, disability, marital status, and veteran status any other characteristic protected by applicable law. Contact and application
    In this recruitment process, we are assisted by European Search Company. For additional information about the position please contact Brian Ranvits on +45 2048 0548.Please note that applications are handled on an ongoing basis. So, please send your application and CV as soon as possible using the application link below:

    APPLY FOR THIS POSITION

    Skriv i din ansøgning, at du fandt jobbet på ofir.dk


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