Production Systems – Who Needs Engineers https://whoneedsengineers.com/wne_live Software Engineering Recruitment Wed, 18 Sep 2024 01:00:02 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.2 https://whoneedsengineers.com/wne_live/wp-content/uploads/2023/06/cropped-wne_logo-3-32x32.png Production Systems – Who Needs Engineers https://whoneedsengineers.com/wne_live 32 32 Machine Learning Engineer, Forecast Platform https://whoneedsengineers.com/jobs/emerging-technologies-and-specialized-roles/machine-learning-engineer-forecast-platform-2/ Wed, 18 Sep 2024 01:00:02 +0000 https://whoneedsengineers.com/wne_live/jobs/jobs-categories/machine-learning-engineer-forecast-platform-2/ Machine Learning Engineer, Forecast Platform

Job Description:

    Join our team to enhance the operational efficiency of our dynamic delivery logistics engine. As a Machine Learning Engineer focused on the Forecast Platform, you'll play a crucial role in refining the interaction between consumers, merchants, and delivery personnel. This position offers a unique chance to influence our business by developing predictive models that adapt to a fast-evolving operational landscape. You will collaborate with engineers, analysts, and product managers to create and improve machine learning models that serve millions of users, thereby tackling significant business challenges head-on. Your expertise will be pivotal in optimizing various aspects of our platform, including supply-demand matching, support demand predictions, and infrastructure scaling.

IT Languages:

  • Python
  • Scikit Learn
  • LightGBM
  • Spark MLLib
  • PyTorch
  • TensorFlow

As a Machine Learning Engineer, you will be responsible for the complete modeling lifecycle, from feature creation to model deployment and monitoring.:

    Design and implement time-dependent statistical and machine learning models to address product needs across various business areas;; Manage the end-to-end modeling process including experimentation, monitoring, and explainability;; Contribute to the development of an internal forecasting self-service platform and repository;; Research and evaluate new tools and methodologies in the forecasting domain

Spoken Languages:

  • English

Skillset:

  • Machine Learning
  • Statistical Modeling
  • Data Analysis
  • Production Systems
  • Causal Inference
  • Operations Research
  • Forecasting

Soft Skills:

  • High-energy
  • Ownership
  • Humble
  • Adaptable
  • Growth-minded
  • Desire for impact

Qualifications:

  • M.S. in a relevant field with 3+ years of experience or PhD with 1+ year of experience in machine learning
  • Proven experience in developing statistical and machine learning models in production environments
  • Strong background in object-oriented programming and familiarity with machine learning libraries

Years of Experience:

    3

Location:

    Europe

Job Benefits:

  • Comprehensive healthcare package
  • 401(k) plan with employer match
  • Paid time off
  • Paid parental leave
  • Wellness benefits
  • Disability and life insurance
  • Family-forming assistance
  • Commuter benefit match
  • Mental health program

Working Conditions:

    Full Time

Employment Type:

    Permanent Contract

Company Culture:

  • We are committed to fostering a diverse and inclusive workplace where every team member feels valued and empowered to contribute their unique perspectives. Our fast-paced environment encourages innovation and collaboration while prioritizing employee well-being and growth.

Opportunities For Advancement:

  • Career development programs, Leadership training, Mentorship opportunities

Visa Sponsorship:

    Available
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