Machine Learning Engineer, Forecast Platform

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