Staff ML Research Lead

6 miesięcy temu

Warsaw, Polska RTB House Pełny etat

About the role

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.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, ScalaPyTorch, NumPy, PandasJupyter NotebooksBigQuery, GCP

Must have

8+ years of experience as researcher or engineer.3+ years of experience with Machine Learning / Data Science.Strong mathematical framework: statistics, probability, discrete mathematics, combinatoricsProficiency in programming.3+ years experience managing a team.

Example projects

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 opportunitiesTechnology: 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 datasetsImpact: your work will be immediately impacting the company's business results and outcomes globally as well as mentor less experienced colleagues in the teamWellbeing: extremely flexible working conditions - you work when it is convenient for you and devote as much time as you can; you can work fully remotelyCulture: 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

  • Lead Data Scientist

    2 miesięcy temu

    Warsaw, Polska SQUARE ONE RESOURCES sp. z o.o. Pełny etat

    technologies-expected : RAG Python TensorFlow PyTorch MLOps AI ML Scikit-learn Matplotlib Celery Docker technologies-optional : AWS Microsoft Azure Docker PostgreSQL GitHub about-project : We are seeking a skilled Lead AI/ML Engineer to join our innovative team. The candidate will play a key role in developing cutting-edge machine learning and AI models,...

  • Staff ML Scientist

    6 miesięcy temu

    Warsaw, Polska VISA Pełny etat

    Job Description And Responsibilities 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...

  • Intern - Generative AI @ TCL Research Europe Sp. z o.o.

    1 miesiąc temu

    Warsaw, Polska TCL Research Europe Sp. z o.o. Pełny etat

    TCL Research Europe is a Warsaw-based R&D center focused on creating Artificial Intelligence solutions for global products of TCL, a leading consumer electronics company, ranked n°2 worldwide TV producer. In one of our projects, we are developing AI Generative Content (AIGC) tools that support the work of movie producers and animators from Hollywood on...

  • Research Fellow- Junior

    3 tygodni temu

    Warsaw, Polska European Institute of Policy Research and Human Rights SIA Pełny etat

    Join: as Junior Research Fellow- Internship (for candidates enrolled/passed Bachelors / Masters/ Doctoral in any discipline) Organization: European Institute of Policy Research and Human Rights Location: Remote/Online About Us The European Institute of Policy Research and Human Rights is a prestigious institution that offers cutting-edge online programs /...

  • Senior Project Coordinator

    2 miesięcy temu

    Warsaw, Polska Innovaderm Research Pełny etat

    The Senior Project Coordinator works with Project Managers, Clinical Trial Managers, Site Selection Team and Clinical Research Associates (CRA) to provide administrative and coordinating support for site activation activities and other site level deliverables through all phases of the clinical trial lifecycle. As a Senior Project Coordinator, you will take...

  • Lead Data Scientist

    4 miesięcy temu

    Warsaw, Polska Addepto Pełny etat

    Addepto is a leading consulting and technology company specializing in AI and Big Data, helping clients deliver innovative data projects. We partner with top-tier global enterprises and pioneering startups, including Rolls Royce, Continental, Porsche, ABB, and WGU. Our exclusive focus on AI and Big Data has earned us recognition by Forbes as one of the top...

  • Senior AI/ML Engineer

    1 miesiąc temu

    Warsaw, Polska SQUARE ONE RESOURCES sp. z o.o. Pełny etat

    technologies-expected : AI ML responsibilities : collaborate with data engineers to build data and model pipelines manage the infrastructure and data pipelines needed to bring code to production use data modelling and evaluation strategy to find patterns and predict unseen instances apply machine learning algorithms and libraries analyse large, complex...

  • ML Engineer

    6 miesięcy temu

    Warsaw, 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...

  • ML on Edge Engineer

    2 miesięcy temu

    Warsaw, Polska deepsense.ai Pełny etat

    technologies-expected : C++ Python Git technologies-optional : Android about-project : AWe are looking for an ambitious ML on Edge Engineer who wants to work on data and ML-driven projects. At deepsense.ai you will have an opportunity to take part in commercial machine and deep learning projects, grow your competencies and share your experience with the...

  • Clinical Trial Manager EU

    2 miesięcy temu

    Warsaw, Polska Innovaderm Research Pełny etat

    Clinical Trial Manager (Poland, Spain or Germany)The Clinical Trial Manager (CTM) is responsible for the operational management and oversight of the clinical investigative sites as well as the clinical monitoring deliverables of clinical trials. This includes but is not limited to clinical research associate (CRA) training, identification of quality issues...

  • Project Coordinator

    1 miesiąc temu

    Warsaw, Polska Innovaderm Research Pełny etat

    The Project Coordinator works with Project Managers, Clinical Trial Managers, Site Selection Team and Clinical Research Associates (CRA) to provide administrative and coordinating support for site activation activities and other site level deliverables through all phases of the clinical trial lifecycle. As a Project Coordinator, you will take the lead to...

  • ML Scientist

    4 tygodni temu

    Warsaw, Polska Visa Pełny etat

    Job DescriptionThe ML Scientist will work with a team to conduct extraordinary 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 a phenomenal chance to create key...

  • ML Scientist

    4 tygodni temu

    Warsaw, Polska Visa Pełny etat

    Job DescriptionThe ML Scientist will work with a team to conduct extraordinary 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 a phenomenal chance to create key...

  • Research Associate III

    1 miesiąc temu

    Warsaw, Polska myGwork Pełny etat

    This job is with Thermo Fisher Scientific, an inclusive employer and a member of myGwork – the largest global platform for the LGBTQ+ business community. Please do not contact the recruiter directly. Work Schedule Standard (Mon-Fri) Environmental Conditions Office Job Description Position Overview: The Research Associate III will be contributing to the...

  • Team Lead

    4 tygodni temu

    Warsaw, Polska Cyber Staff Pełny etat

    As a Team Lead - Full stack developer, you'll lead the development of our client's modern online casino platform.  You'll work with ReactJS, NextJS, NodeJS, and cloud infrastructure like AWS and CloudFlare to create scalable, secure, and high-performing applications. This is a high-impact role where your team leadership and deep technical skills will...

  • ML on Edge Engineer @ Deepsense.ai Sp. z o.o.

    4 tygodni temu

    Warsaw, Polska Deepsense.ai Sp. z o.o. Pełny etat

    At deepsense.ai we have 10 years of experience delivering AI advisory and implementation services to large and mid-sized businesses in the United States and Europe. Our team of 120 world-class AI experts has worked on 200+ commercial and R&D projects with companies such as Nielsen, Whirlpool, Janssen, Volkswagen, L’Oréal, Intel, Nvidia, Google, Hitachi,...

  • Clinical Research Manager, CRM home based role

    6 miesięcy temu

    Warsaw, Polska CDS Fortrea Inc. Pełny etat

    As a leading global contract research organization (CRO) with a passion for scientific rigor and decades of clinical development experience, Fortrea provides pharmaceutical, biotechnology, and medical device customers a wide range of clinical development, patient access and technology solutions across more than 20 therapeutic areas. With over 19,000 staff...

  • Staff Data Scientist

    6 miesięcy temu

    Warsaw, Polska VISA Pełny etat

    Job Description And Responsibilities 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...

  • Market Research Manager

    4 tygodni temu

    Warsaw, Polska Mattel Pełny etat

    Job DescriptionJob Purpose:To lead the consumer and shopper insights function for the PEM region (Poland, Greece, Turkey, South Africa, Export Markets & Middle East), ensuring alignment with the broader EMEA strategy. This role involves leading small team, managing insight projects, and developing strategic insights that inform brand and business decisions....

  • Research Manager

    4 miesięcy temu

    Warsaw, Polska MetrixLab Pełny etat

    About us: MetrixLab is a fast-growing global market research and insights company that’s challenging the status quo of insights. By blending evolving technology with passionate experts, MetrixLab helps global and local brands to drive more impact, and forges partnerships to drive sustainably equitable growth. From creative testing to brand...