Staff ML Research Lead

2 tygodni temu

Warszawa, Mazovia, Polska Rtb House Pełny etat

As a Staff ML Research Lead you will work on challenging ML projects that extend and improve the way ML is used in our company. ML is at the very center of RTB House, and you will have a strong, immediate impact on our core metrics. We are looking for a strong technical leader that will also manage a small team of high performing researchers. The following skills will be crucial:

Leadership skills. We're looking for someone who can identify high-potential projects, create a vision, communicate with stakeholders, and above all, execute.

  • Strong technical skills. We are looking for someone who will lead the projects technically, being enthusiastic about hands-on work.
  • End to end ownership. You will own the projects from conception, through analysis, research, building a proof of concept, testing, to final implementation and deployment.

Effective communication. In this role you will collaborate with many people, and it's crucial to communicate well and organize the work effectively.Ability to solve unclear problems. In each project, you will have to understand the core of the issue, define the goal and how to measure success, and find the most effective way to solve the problem.Being results oriented. We value a healthy drive to solve problems effectively, by starting simple and using complex tools only when necessary, always striving for a simple, elegant solution.Ability to work cross-team. You will be working cross team, often across IT and business orgs.Ability to build and manage a team. You will start as the first researcher on a Platform Research Team, with the expectation of growing the team to a couple researchers / engineers in the first year.

You will work with following tech stack:

  • Python, Java, Scala
  • Jupyter Notebooks
  • BigQuery, GCP

Must have

  • 8+ years of experience as researcher or engineer.
  • 3+ years of experience with Machine Learning / Data Science.
  • Proficiency in programming.
  • 3+ years experience managing a team.

RTB House is a performance oriented company, and our technology is our main strength. We work with more than 2000 clients across EMEA, APAC, and the Americas. Our highly optimized system serves nearly 10 million queries per second. We evaluate multiple models during a request, including deep neural nets - Machine Learning is at the very heart of our operation. We are constantly improving and extending our ML platform. Example projects include:

  • Democratizing experimentation with new signals to a wider set of teams. Historically, the research on improving our deep learning models has been isolated in our Machine Learning Team. While the team is very strong, and producing great results, we think there's great potential in allowing our wider organization to experiment with new signals and new features. This way, we can have many people with various backgrounds and various strengths work on specific verticals of our portfolio of advertisers (electronics, fashion, travel, ...). This will open up new opportunities, not possible with a single team. The challenge is to create a system that enables such experimentation, that is accessible, maintainable, and where results are interpretable.
  • Optimizing the creative design process. Historically, improvements to the graphical design of our ads, or creatives, yielded a high boost to our metrics. This area still holds a lot of potential, but to realize it, we increasingly need a structured approach to working with creative designers, testing new designs in a meaningful way, separating real gains from testing artifacts. One challenge is to understand well how our deep learning system picks which creative to show, and making sure it's compatible with the new creative testing framework.
  • Many more, plus anything you can come up with

What we offer

  • Compensation: an attractive salary and growth opportunities
  • Technology: access to the latest technologies and real opportunity to use of them in a large-scale and highly dynamic projects; working on extensive and rich datasets
  • Impact: your work will be immediately impacting the company's business results and outcomes globally as well as mentor less experienced colleagues in the team
  • Wellbeing: extremely flexible working conditions - you work when it is convenient for you and devote as much time as you can; you can work fully remotely
  • Culture: work in a team of enthusiasts with wide experience in ML who willingly share their knowledge and learnings on a daily basis, no BS environment
  • Purpose-Driven Work: being at heart of the system, your growing knowledge and competences will be used in practical applications directly connected to business results
#J-18808-Ljbffr

  • Sr. Staff ML Scientist

    2 tygodni temu

    Warszawa, Mazovia, Polska Visa Inc. Pełny etat

    Visa has the world's largest consumer payment transaction data set. And we leverage the billions of transaction records to help our clients in the payment ecosystem grow their businesses and to help consumers access a fast, safe, and rewarding payment experience.From across the globe, people are increasingly relying on digital payments and mobile technology...

  • Staff ML Scientist

    2 tygodni temu

    Warszawa, Mazovia, Polska Visa Inc. Pełny etat

    The Staff ML Scientist will work with a team to conduct world-class Applied AI research on data analytics and contribute to the long-term research agenda in large-scale data analytics and machine learning, as well as deliver innovative technologies and insights to Visa's strategic products and business. This role represents an exciting opportunity to make...

  • Ml Engineer

    2 tygodni temu

    Warszawa, Mazovia, Polska Brainly Sp. Z O.o. Pełny etat

    The ML Engineer will have an opportunity to turn machine learning artifacts into production systems, participate in implementing state-of-the-art MLOps practices, and improve skills in NLP, Computer Vision, Generative AI, large-scale data processing, and information retrieval.The ideal candidate is an enthusiast of educational technologies with a background...

  • UX Research Lead

    2 tygodni temu

    Warszawa, Mazovia, Polska CD PROJEKT RED Pełny etat

    Job DescriptionWe are looking for a UX Research Lead to oversee and evolve our in-house UX research team supporting Witcher and Cyberpunk franchises. As a UX Research Lead, you will spearhead our efforts to keep the player experience at the core of our game development process. Your leadership will ensure that our game design decisions are informed by robust...

  • UX Research Lead

    2 tygodni temu

    Warszawa, Mazovia, Polska CD PROJEKT Pełny etat

    Job Description We are looking for a UX Research Lead to oversee and evolve our in-house UX research team supporting Witcher and Cyberpunk franchises. As a UX Research Lead, you will spearhead our efforts to keep the player experience at the core of our game development process. Your leadership will ensure that our game design decisions are informed by...

  • UX Research Lead

    2 tygodni temu

    Warszawa, Mazovia, Polska CD PROJEKT RED Pełny etat

    Company DescriptionTo create revolutionary, story-driven RPGs which go straight to the hearts of gamers — this is our mission. Want to dive deeper into our company's culture? Explore our social media and check out our YouTube channel where we share behind-the-scenes insights and stories direct from our team membersJob DescriptionWe are looking for a UX...

  • Staff Data Engineer and Team Lead

    4 tygodni temu

    Warszawa, Mazovia, Polska GSK Pełny etat

    Staff Data Engineer and Team LeadAt GSK, we want to supercharge our data capability to better understand our patients and accelerate our ability to discover vaccines and medicines. The Onyx Research Data Platform organization represents a major investment by GSK R&D and Digital & Tech, designed to deliver a step-change in our ability to leverage data,...

  • Staff Data Engineer and Team Lead

    2 miesięcy temu

    Warszawa, Mazovia, Polska GSK Pełny etat

    Staff Data Engineer and Team LeadAt GSK, we want to supercharge our data capability to better understand our patients and accelerate our ability to discover vaccines and medicines. The Onyx Research Data Platform organization represents a major investment by GSK R&D and Digital & Tech, designed to deliver a step-change in our ability to leverage data,...

  • Staff Data Engineer and Team Lead

    2 tygodni temu

    Warszawa, Mazovia, Polska 9605 GSK Services Sp z o.o. Pełny etat

    Staff Data Engineer and Team Lead At GSK, we want to supercharge our data capability to better understand our patients and accelerate our ability to discover vaccines and medicines. The Onyx Research Data Platform organization represents a major investment by GSK R&D and Digital & Tech, designed to deliver a step-change in our ability to leverage data,...

  • Junior Research Engineer

    2 tygodni temu

    Warszawa, Mazovia, Polska Allegro sp. z o.o. Pełny etat

    What this role involvesYou will be part of a research-focused project, targeting contributions to the open-source ML community and ML conference publications. You will work based on the goals outlined in the Research Proposal created during the hiring process. This is a 6-month, full-time contract with flexible working hours, suitable for individuals...

  • Junior Research Engineer

    2 tygodni temu

    Warszawa, Mazovia, Polska Allegro Group Pełny etat

    Junior Research Engineer (e-Xperience Associate)Full-timeWhat does this role involveYou will become part of the research-oriented project, aiming for open-source ML community contribution and ML conference publication. A hybrid work model guided by goals from the Research Proposal developed during the hiring process. The position is a 6-month, full-time...

  • ML Engineer

    2 tygodni temu

    Warszawa, Mazovia, Polska Daxx Pełny etat

    1. Project description Our leading customer is actively seeking collaboration to design a comprehensive target architecture for their MLOps environment and to establish a clear implementation roadmap. Grid Dynamics will assist the customer's team by leveraging their infrastructure accelerators to provision the initial ML platform on Google Cloud...

  • Staff Data Engineer and Team Lead

    2 tygodni temu

    Warszawa, Mazovia, Polska GlaxoSmithKline Pełny etat

    Staff Data Engineer and Team LeadAt GSK, we want to supercharge our data capability to better understand our patients and accelerate our ability to discover vaccines and medicines. The Onyx Research Data Platform organization represents a major investment by GSK R&D and Digital & Tech, designed to deliver a step-change in our ability to leverage data,...

  • Ml Ops Engineer

    2 tygodni temu

    Warszawa, Mazovia, Polska SQUARE ONE RESOURCES Sp. Z O.o. Pełny etat

    Technologies-expected : Microsoft Azure Databricks Python SQL Git technologies-optional : Dash Shiny R Streamlit about-project : Together with one of our esteemed clients, a leader in the Fast-Moving Consumer Goods (FMCG) sector, we are seeking a talented and driven ML Ops Engineer to join their dynamic team.Check out the position below and if you are...

  • ML Ops Engineer

    2 tygodni temu

    Warszawa, Mazovia, Polska Square One Resources Sp. z o.o. Pełny etat

    Together with one of our esteemed clients, a leader in the Fast-Moving Consumer Goods (FMCG) sector, we are seeking a talented and driven ML Ops Engineer to join their dynamic team.Check out the position below and if you are interested in this opportunity, please apply by sending us your CV in Microsoft Word/PDF format.ML Ops EngineerYour...

  • Staff UX Designer

    2 tygodni temu

    Warszawa, Mazovia, Polska N-able Technologies Ltd. Pełny etat

    Why N-able"I don't mind when the internet goes down, I don't really need it..." said no one, ever. Our users are superheroes, providing IT services to small businesses everywhere. As a UX Designer at N-able, your job is to enable those superheroes to do their job, and honestly, that's awesome.N-able is seeking a creative, data centric and highly motivated...

  • AI Domain Lead

    2 tygodni temu

    Warszawa, Mazovia, Polska Elitmind Pełny etat

    AI Domain Lead (Head of AI) @ Elitmind Warszawa, mazowieckie AI Domain Lead (Head of AI) @ Elitmind Warszawa Warsaw, Masovian Voivodeship, Polska We are looking for anAI Domain Lead to join our existing Dream-Team at Elitmind.In Elitmind we create and implement solutions that change the face of business. We specialize in IT consulting, especially AI, Data...

  • Staff Data Engineer and Team Lead

    4 tygodni temu

    Warszawa, Mazovia, Polska GSK Pełny etat

    Staff Data Engineer and Team LeadAt GSK, we want to supercharge our data capability to better understand our patients and accelerate our ability to discover vaccines and medicines. The Onyx Research Data Platform organization represents a major investment by GSK R&D and Digital & Tech, designed to deliver a step-change in our ability to leverage data,...

  • Staff Data Engineer and Team Lead

    2 miesięcy temu

    Warszawa, Mazovia, Polska GSK Pełny etat

    Staff Data Engineer and Team LeadAt GSK, we want to supercharge our data capability to better understand our patients and accelerate our ability to discover vaccines and medicines. The Onyx Research Data Platform organization represents a major investment by GSK R&D and Digital & Tech, designed to deliver a step-change in our ability to leverage data,...

  • ML Architect Engineer

    2 tygodni temu

    Warszawa, Mazovia, Polska Advanced Micro Devices Pełny etat

    WHAT YOU DO AT AMD CHANGES EVERYTHINGWe care deeply about transforming lives with AMD technology to enrich our industry, our communities, and the world. Our mission is to build great products that accelerate next-generation computing experiences – the building blocks for the data center, artificial intelligence, PCs, gaming and embedded. Underpinning our...