Internship Program: Machine Learning Backend
Remote job
Applications have closed
Nextail
Nextail is smart platform for fashion retail merchandising that applies the power of AI for advanced demand forecasting and agile process automation.At Nextail, we empower retailers to create better experiences while using fewer of the world's resources. Nextail’s cloud-based platform uses artificial intelligence, prescriptive analytics, and optimization to deliver agile merchandising decisions. To date, we’re backed by more than $12M in funding from leading venture capital investors and are working with global retailers like Versace, River Island, and Pepe Jeans.
ML Engineer at Nextail:
The goal of the Data Science teams is to multiply the impact of our product on the business. Data Science Techniques, AI, ML, Optimisation, Simulation, Visualization, are the tools we always have at hand when we face a problem, but we will never use them in vain. We work together with Product Managers, Developers, Data Scientists, ML Engineers, Data Engineers, and Business Experts
to solve the end-to-end problem. Our job is not finished when the model and the end-to-end solution are in production, or after the change management and operational details are closed, not even when we have strong evidence that the solution is solving the user's
problem and she is satisfied because after that we continue monitoring our models. The discussion between pairs, working together, challenging each other, is the fastest way to solve a problem and to grow as a Machine Learning Engineer. We have a culture of sharing, transparency, meritocracy, caring, and trusting each other.
You will:
You will participate in the development, deployment, and maintenance of the multiple Machine Learning models they are working with.
You will help to instrument the different models that the squad creates, to collect metrics and usage statistics.
You will implement mathematical algorithms or complex computations.
You will influence the whole model production flow and take part in its improvement process.
You will encourage good technical practices in the squad.
You will work closely with the Data Science team, helping in the design of their models to ensure they are scalable.
We offer:
Mentoring Program: We will invest in you to gain knowledge and mentor you to develop a career path.
High flexibility: We’re strong believers that what matters most are results. Each Nextailer is empowered, through trust and ownership, to organize their time as they see fit without jeopardizing the time or work of their colleagues.
Remote-first philosophy: Nextail started as a remote company and continues to offer a nice mix of remote and/or office-based environments around the world.
International environment: We operate across the globe, with recent operations reaching from Europe all the way to Australia, and our team alone consists of professionals of more than 15 different nationalities. While many of us are multilingual, our working language is English.
Diversity on all levels: United as a single team, we celebrate diversity in every dimension*. Professionally speaking, are you ready to work alongside tech geniuses, data science magicians, and fashionistas? You’ll have teammates with extensive experience in a wide variety of professional fields, including technology, retail, consulting, and entrepreneurship.
Requirements
You must have the ability to work through an internship agreement (“Convenio”)
You are fluent in English (other languages, especially Spanish, are a plus) and are interested in working in an international company.
Curiosity and passion for new technologies.
Comfortable working in high-performance computational environments (Apache Spark, Databricks).
Theoretical and practical experience building pipelines for Data Science teams.
Experience with model productization tools (API rest, AWS Sagemaker, Docker, etc).
Experience developing and deploying scalable, high-quality code to production.
Business-oriented. You acknowledge software is not the end but a means to get business value (but this doesn’t mean doing crappy code). You are willing to learn all business concepts and you try to understand the business motivation under the tasks you develop.
Self-motivated and self-organized. Good time management and personal organization skills are essential.
You value working as a team, receiving feedback, and being willing to learn.
*Nextail is an equal opportunity employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status.
To all recruitment agencies: Nextail does not accept agency resumes. Please do not forward resumes to our jobs alias, Nextail employees or any other organization location. Nextail is not responsible for any fees related to unsolicited resumes.
Tags: Agile APIs AWS Consulting Databricks Docker Machine Learning ML models Pipelines SageMaker Spark Statistics
Perks/benefits: Career development Transparency
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