Senior Machine Learning Engineer

4 tygodni temu


Warszawa, mazowieckie, Polska Sigma Software Pełny etat

We are looking for a Senior Machine Learning Engineer to join our growing team and contribute to the development of cutting-edge computer vision products.


Our mission:

We deliver asymmetric advantages to our #adtech customers through vast domain expertise, simplicity, and #stellar level of service. We continue to challenge ourselves and grow as technologists, professionals, and, most importantly, as human beings who work side by side, day after day and year after year. And we don’t plan to stop anytime soon.

We put in the work, and we love it. Some days, we may fail, but only to try harder the next day. We work through our losses and celebrate our wins as one team.

Project

The platform specializes in media content analysis and delivers insights through advanced AI-driven content recognition technologies. The core objective is to continuously design, develop, and refine state-of-the-art computer vision models, such as object detection, image segmentation, classification, and facial recognition. These models are seamlessly integrated into the platform to enhance its capabilities.


Responsibilities

  • Automate model training, evaluation, and deployment processes in development environments
  • Build and maintain CI/CD pipelines specifically for model training and evaluation
  • Ensure proper documentation for all tools, CI/CD pipelines, containers, and reusable code to maintain clarity and ease of use for future team members
  • Document best practices and guidelines for integrating new models into the workflow
  • Support continuous model retraining and monitoring efforts in collaboration with data scientists
  • Extend and maintain available containers that are compatible with different stages of deployment (training, testing, etc.)
  • Work closely with the software team responsible for putting model artifacts into the production pipeline, ensuring a smooth handoff of model outputs
  • Maintain and continuously refactor reusable training/evaluation code, ensuring modularity and scalability
  • Design and implement tools to support ML workflows, such as monitoring tools or visualization aids

Requirements

  • 5+ years of experience in machine learning engineering
  • Proven experience in building, maintaining, and automating CI/CD pipelines for machine learning projects
  • Experience with model deployment and monitoring using AWS services
  • Familiarity with cloud-based machine learning workflows and infrastructure
  • Strong proficiency in Python, Bash, and Shell scripting for automation
  • Proficiency in frameworks like TensorFlow, PyTorch, and Scikit-learn for model training and evaluation
  • Hands-on experience with AWS services: Amazon S3, Amazon SageMaker, AWS Lambda, Amazon ECS/EKS
  • Experience with Docker for the containerization of ML workloads
  • Advanced level of English

Would be a plus:

  • Knowledge of AWS Step Functions for orchestrating serverless workflows
  • Familiarity with Terraform for managing AWS infrastructure as code
  • Experience with distributed training




  • Warszawa, mazowieckie, Polska Grid Dynamics Poland Pełny etat

    We are seeking a Senior Machine Learning Engineer to join our innovative team! In this role, you’ll leverage your expertise in Python and Azure to build and enhance cutting-edge machine learning solutions on Google Cloud Platform (GCP).Essential functionsDevelop and deploy advanced machine learning models and optimization solutions.Design end-to-end ML...

  • Machine Learning Engineer

    4 tygodni temu


    Warszawa, mazowieckie, Polska adQuery Pełny etat

    AdQuery firma z branży AdTech, która dzięki autorskim narzędziom zapewnia kompleksową obsługę w zakresie kampanii digitalowych. Obecnie do naszego zespołu szukamy osoby na stanowisko:Machine Learning Engineer miejsce pracy: Warszawa, MokotówPoszukujemy doświadczonego Machine Learning Engineer do projektu, który wykorzystuje technologie Symfony,...


  • Warszawa, mazowieckie, Polska Grid Dynamics Poland Pełny etat

    We are looking for a Senior Machine Learning Engineer to join our innovative team in developing a powerful API that will revolutionize the way we train ML models. You’ll have the opportunity to leverage Azure Databricks and Azure DevOps while working with cutting-edge GPU technology on-premise, integrating seamlessly with Azure cloud for data...


  • Warszawa, mazowieckie, Polska Google Pełny etat

    Minimum qualifications:Bachelor’s degree or equivalent practical experience.5 years of experience with software development in one or more programming languages, and with data structures/algorithms.3 years of experience testing, maintaining, or launching software products, and 1 year of experience with software design and architecture.3 years of experience...


  • Warszawa, mazowieckie, Polska Google Pełny etat

    About the jobGoogle's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including...


  • Warszawa, mazowieckie, Polska Google Pełny etat

    About the jobGoogle's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including...


  • Warszawa, mazowieckie, Polska Team Up Pełny etat

    Your role:In this role, you will gain a comprehensive understanding of the company's products and services, identifying ideal customer personas based on various factors such as demographics, psychographics, and purchasing power. You will collaborate with international teams, tackling challenging projects and working with stakeholders from around the...


  • Warszawa, mazowieckie, Polska Sigma Software Pełny etat

    Are you looking for a team of professionals on top of cutting-edge technologies? Are you looking for a place to boost your Machine Learning career? We invite you to be a part of Sigma Software’s complex organizational structure that combines various clients, interesting projects, and activities to grow your professional skills.Customer:Our client is a...


  • Warszawa, mazowieckie, Polska Samsung R&D Institute Poland Pełny etat

    About the project Samsung Ads is an advanced advertising ecosystem, spanning hundreds of millions of smart devices across TV, mobile, desktop, and beyond. The project we are recruiting for is focused on enabling brands to connect with Samsung TV audiences building the world’s smartest advertising platform. We use machine learning algorithms for advertising...


  • Warszawa, mazowieckie, Polska Allegro Pełny etat

    Mid/Senior Data Scientist (Ads Machine Learning Team)Warsaw, PolandFull-timeJob DescriptionA hybrid work model requires 1 day a week in the office.We are looking for an experienced Data Scientist to join the Allegro Ads team, working on Machine Learning projects for the Allegro advertising system. If you would like to apply for this position you should...


  • Warszawa, mazowieckie, Polska Nexio Management Pełny etat

    Nexio Management to polska firma technologiczna z ponad 18-letnim doświadczeniem na rynku. Obecnie w naszych centrach kompetencyjnych zatrudniamy ponad 500 konsultantów, którzy świadczą usługi IT dla Klientów na całym świecie. Siedziba Nexio Management mieści się w Warszawie, a Nasze biura zlokalizowane są we Wrocławiu, Rumunii oraz Wielkiej...


  • Warszawa, mazowieckie, Polska ING Hubs Poland Pełny etat

    We are looking for You, if You have:An advanced degree (PhD or Masters) in a quantitative discipline, such as Computer Science, Data Science, Statistics, Mathematics, Physics, Econometrics, Quantitative Finance or related field,Excellent knowledge of classic machine learning methods: supervised and unsupervised learning, classification, regression,...


  • Warszawa, mazowieckie, Polska Google Pełny etat

    About the jobGoogle's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including...


  • Warszawa, mazowieckie, Polska Google Pełny etat

    About the jobGoogle's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including...


  • Warszawa, mazowieckie, Polska Billennium Pełny etat

    As a Senior Data Engineer, you’ll be responsible for designing, developing, and maintaining our data infrastructure to ensure scalability and efficiency. Working closely with data scientists, analysts, and stakeholders, you’ll optimize data flows, enhance data quality, and support analytics and machine learning projects.✔️ Key responsibilities:Build...


  • Warszawa, mazowieckie, Polska Antal Sp. z o.o. Pełny etat

    Main responsibilities:Perform an in-depth technical review of models, evaluating aspects such as conceptual soundness, appropriateness of model methodologies, data quality, and model implementation;Conduct independent validation and testing of a range of GenAI and other models across various global business lines and locations to identify vulnerabilities and...

  • Lider Zespołu Data Science

    2 miesięcy temu


    Warszawa, mazowieckie, mazowieckie, Polska RESPECT ENERGY S.A. Pełny etat

    Lider Zespołu Data Science - Python i Machine LearningMiejsce pracy: WarszawaTwój zakres obowiązkówPlanowanie, delegowanie zadań oraz monitorowanie realizacji projektówRozwój kompetencji zespołu, mentoring i zapewnienie wsparcia merytorycznegoNadzór nad analizą portfela energetycznego, uwzględniającym ryzyka, szanse i strategięOpracowywanie...


  • Warszawa, mazowieckie, Polska Google Pełny etat

    About the jobGoogle's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond web search. We're looking for engineers who bring fresh ideas from all areas, including...

  • Senior Fullstack Developer

    2 miesięcy temu


    Warszawa, mazowieckie, Polska Wirtualna Polska Media S.A. Pełny etat

    Cześć! Wirtualna Polska Media jest partnerem pierwszego wyboru, który dostarcza angażujące informacje, rozrywkę i usługi oraz inspiruje w codziennych decyzjach. Działamy w obszarach e-commerce, reklamy i mediów spójnie łącząc technologie. Codziennie pomagamy naszym użytkownikom w sprawach ważnych i nietypowych. Dołącz do Wirtualnej...


  • Warszawa, mazowieckie, Polska Billennium Pełny etat

    We’re looking for an experienced Data Engineer skilled in Azure and data pipeline optimization to design, build, and streamline scalable data pipelines and storage solutions that support analytics and machine learning.✔️ Key responsibilities:Design, deploy, and maintain data solutions on Azure (Data Factory, Databricks, SQL Database, Synapse).Manage...