Machine Learning Engineer III, Routing Cost

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Mapbox

WebsiteLinkedInAll Job Openings

API • Transport • Telecommunications

Mapbox is a leading provider of custom online maps, offering APIs and SDKs that allow developers to integrate highly customizable maps into their web and mobile applications. Mapbox's services enable real-time data updates, immersive mapping experiences, and advanced navigation features tailored to specific industries like automotive and travel. Their solutions include Mapbox Studio for map design, Mapbox GL JS for web maps, and various SDKs for mobile and automotive navigation. Companies rely on Mapbox for applications in real estate, logistics, and business intelligence, benefiting from real-time, high-quality geospatial datasets and tools.

501 - 1000 employees

Founded 2010

🔌 API

🚗 Transport

📡 Telecommunications

💰 Venture Round on 2021-04

📋 Description

• Lead the engineering team(s) to execute end-to-end feature implementation within the larger navigation organization (~80 engineers). • Design and build new ML and data pipelines, as well as optimizing existing ML and data pipelines. • Build tools for automated quality assurance and data exploration. • Leverage geospatial algorithms to optimize pipelines, as well as creating automated tuning and outlier detection algorithms. • Partner with data scientists to make improvements to our models for determining patterns in movement and/or traffic. • Mentor colleagues and participate in code and design reviews. • Participate in an on-call rotation to ensure our systems remain available to customers 24/7.

🎯 Requirements

• 8-10+ years of backend and ML experience • Extensive hands-on experience showcasing expertise and a strong track record in the engineering field. • Extensive experience with Python, distributed processing pipelines (Hadoop, Spark, Airflow, Dask), and very large datasets – statistical analysis, data quality control, optimizing storage. • Extensive experience with cloud and infrastructure services, including, as well as deploying and managing infrastructure in cloud environments. • You drive a culture of quality and continuous improvement in your organization. • Strong passion for clean code and robust architecture, with a drive to elevate engineering practices and design standards across the team. • Own the technical vision, lead the strategy and guide the team to execute towards building the future of our routing cost engine. • You care deeply about your customers and their problems, and you work tirelessly to innovate on their behalf. • Have the humility to accept mistakes, learn and grow from them. • Experience mentoring and leading engineering teams developing skill sets and career growth. • Strong written and vocal communication skills. • You can talk and write about complex ideas concisely to a wide audience. • You are able to lead and resolve org-wide technical discussions and are able to collaborate and include input from cross-functional teams (security, devops, data, compliance and product). • You believe in the value of data informed decision making and strive to measure things that are not straight forward but essential.

🏖️ Benefits

• We value high-performing creative individuals who dig into problems and opportunities. • We believe in individuals being their whole selves at work. • We commit to this through supportive health care, parental leave, flexibility for the things that come up in life, and innovating on how we think about supporting our people. • We emphasize an environment of teaching and learning to equip employees with the tools needed to be successful in their function and the company. • We strongly believe in the value of growing a diverse team and encourage people of all backgrounds, genders, ethnicities, abilities, and sexual orientations to apply.