Machine Learning Engineer, Forecast Platform
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Job role insights
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Date posted
September 18, 2024
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Closing date
November 17, 2024
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Offered salary
€70,000 - €120,000/year
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Experience
3 - 5 Years
Description
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
Interested in this job?
19 days left to apply