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Engineering Lead Machine Learning - Rankings

Company not shown
 Porto, Portugal
Engineering, English, Portuguese

Job Description:

(COMPANY NAME) exists for the love of fashion. We believe in empowering individuality. Our mission is to be the global technology platform for luxury fashion, connecting creators, curators and consumers.

We're on a mission to build the technology that powers the global platform for luxury fashion. We operate a modular end-to-end technology platform purpose-built to connect the luxury fashion ecosystem worldwide, addressing complex challenges and enjoying it. We're empowered to break traditions and disrupt, with the freedom and autonomy to make a real impact for our customers all over the world.

Our Porto office is located in Portugal's vibrant second city, known for its history and its creative yet cosy environment. We welcome new ideas and a large number of our people. From Account Management to Technology and Product, whatever your skills are, you'll find your fit here. You can have an informal meeting in the treehouse or play the piano in your lunch break!

The role

We are looking for a savvy and experienced Software Engineer to lead a team through the end-to-end development lifecycle of machine learning-based applicationsin our next-generation intelligent platform for online luxury fashion.
Disclaimer: You should apply for a Data Scientist position if you're looking for building, training and evaluating machine learning models (e.g. NLP, CV, mathematical optimization, etc.).
You will be working in a very friendly environment and be part of a well-motivated, multicultural, talented and growing team, helping to build and optimize our data-driven products, through research and experimentation in a big data context.
If you love to learn and expand your competencies in a data-driven philosophy, if you are willing to share knowledge and would love to be part of the building process to reach the top, using the latest technology stack and having fun doing it, this is an opportunity you can't miss.

What you'll do

Lead a multidisciplinary team of engineers in the design of model serving solutions and develop & deploy machine learning-based applications, services, and APIs so as to productionise machine learning models;
Set goals and development targets for the engineers and support them with feedback and development plans as they progress;
Contribute to the hiring, training, growth and development plan for engineers within a managed team;
Work with the team to set and maintain engineering standards and practices while motivating engineers to challenge the status quo in order to grow and go far;
Assure the collaboration of managed team across different teams/offices and adherence to the defined global engineering best practices and processes;
Engage with the team's Product Manager on planning and reporting the execution status of initiatives in the product backlog and roadmap;
Partner with the Data Science Lead (who is actually responsible for building, training and evaluating ML models) in coming up with technical solutions and project execution plans;
Drive and foster the technological evolution of services and continuously improve their quality attributes;
Be fully committed to Continuous Integration and Continuous Deployment.

Who you are

BSc in Computer Science or a similar field;
Familiarity with the engineering aspects of some of popular machine learning practices, libraries, and platforms is considered a plus (e.g. MLflow, Kubeflow, Mleap, Michelangelo, Feast, HopsWorks, MetaFlow, Zipline, Databricks, Spark, MLlib, PyTorch, TensorFlow, Scikit-learn among others);
Display leadership and inspire others by example, acting as a role model in living and breathing the team and the organization's values;
Comfortable dealing with trade-offs between project delivery and quality, especially those involving latency, throughput, and transactions;
Proven experience in Continuous Integration & Continuous Deployment processes and platforms, software design patterns and APIs;
A person that enjoys staying on top of all the best practices and tools of modern software engineering, while being a keen advocate of code quality and continuous improvement;
An autonomous decision-maker, but at the same time a strong team player, capable of making important technical decisions in a structured way as well as engaging the team on the outcomes;
Energetic, creative and fun to work within an agile environment;
Someone interested in large-scale systems and passionate about inspiring teams to solve complex problems while being open and comfortable with changes in the tech stack the teams use;
A strong English communicator (both written and spoken). Portuguese is considered a plus;
Not afraid of failing, because we challenge assumptions and push boundaries since we have a culture of experimentation and learning from our mistakes so that we continuously improve

Source: Company website
Posted on: 16 Apr 2020
Languages: English, Portuguese
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