Assistant Machine Learning Engineer at Expedia

Sofia, Sofia City Province, Bulgaria

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Not SpecifiedCompensation

Junior (1 to 2 years)Experience Level

Full TimeJob Type

UnknownVisa

Financial Services, Technology, Data AnalyticsIndustries

Requirements

2+ years of technical experience in the software development field
Advanced Degree or equivalent in Machine Learning, Computer Science, Electrical Engineering, Physics, Statistics, Applied Mathematics or other quantitative fields
Fluent English – written and spoken
Ability to write production-level code in Python
Knowledge of OOP principles, data structures, algorithms and design patterns
Back-end development skills, including work with REST APIs
Experience with CI/CD process development
Comfortable with cloud technologies (e.g. AWS, Azure, Google Cloud Platform) and virtual environment technologies (Docker and Kubernetes)
Flexible and adaptable to learn and understand new technologies
Good at spotting problems and quickly proposing solutions

Responsibilities

Deliver toolbox development aligned with the defined roadmap, ensuring release of new features
Provide bug fixing and ongoing support to maintain reliability and user satisfaction
Improve toolbox functionality to meet evolving business and client needs
Collaborate with data scientists to design and implement ML pipelines for data ingestion, transformation, and model training
Help automate ML workflows and documenting processes for reproducibility and compliance
Follow internal security, governance, and operational standards
Maintain documentation for all processes and deployments

Skills

Key technologies and capabilities for this role

PythonMachine LearningOOPML PipelinesData IngestionData TransformationModel TrainingAutomationSoftware Development

Questions & Answers

Common questions about this position

Is this position remote or on-site?

The position is on-site.

What are the required qualifications for this role?

Candidates need 2+ years of technical experience in software development, an advanced degree or equivalent in Machine Learning, Computer Science, or related quantitative fields, fluent English, ability to write production-level Python code, knowledge of OOP principles, data structures, algorithms, design patterns, back-end development with REST APIs, CI/CD experience, and comfort with cloud technologies like AWS and containerization with Docker and Kubernetes.

What is the salary for this position?

This information is not specified in the job description.

What is the work environment like at Experian?

The work environment offers excellent work conditions with a friendly environment, recognized team spirit, and fun and quality recreation time.

What benefits are offered for this role?

A social benefits package is provided, including life insurance, food vouchers, and additional health insurance.

Expedia

Travel booking platform for flights, hotels, rentals

About Expedia

Expedia Group operates in the travel industry, offering a wide range of services for travelers and travel-related businesses. It connects users with options for flights, hotels, car rentals, vacation packages, and activities through its various brands, including Expedia, Hotels.com, and Vrbo. Travelers can easily find and book trips that match their preferences and budgets. The company earns revenue primarily through commissions on bookings and advertising from travel service providers looking to promote their offerings. Additionally, Expedia Group supports its partners by providing access to valuable data and technology, helping them improve their operations and grow their businesses. The goal of Expedia Group is to create a seamless travel experience for users while maximizing the potential of its partners.

Bellevue, WashingtonHeadquarters

1996Year Founded

$3,277.3MTotal Funding

IPOCompany Stage

Consumer Goods, EntertainmentIndustries

10,001+Employees

Benefits

Competitive Paid Time Off

Travel Discounts

Healthcare Flexible Spending Accounts

Employee Assistance Program

Wellness & Travel Reimbursement

Workplace Accomodations

Medical, Dental, & Vision Insurance

Matching Gifts

New Parental Benefits

Risks

Riyadh Air's entry could increase competition, affecting Expedia's market share.

CFO transition may lead to strategic shifts impacting financial management and investor confidence.

Expedia's partnerships may strain resources, affecting service quality if not managed well.

Differentiation

Expedia offers a comprehensive suite of travel services under one platform.

The company leverages a diverse portfolio of brands like Hotels.com and Vrbo.

Expedia provides partners with valuable data and technology to optimize their offerings.

Upsides

Expedia can capitalize on the rise of 'workcations' with longer stay packages.

The trend of 'bleisure' travel offers opportunities for specialized leisure-business packages.

Increased demand for personalized travel experiences can enhance user engagement for Expedia.

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