Nortal is a multinational strategic change and technology company carrying out high-impact, mission-critical projects for governments and leading businesses, some of which top the Fortune 500 list, in Europe, North America, and the Middle East.
21 липня 2023

Machine Learning Engineer (SK-1150) (вакансія неактивна)

Київ, Львів, віддалено

Nortal invites skilled Machine Learning Engineer for long-term and full-time employment.

About client

Our client makes smart cutting machines that work with an easy-to-use app, an ever-growing collection of materials, and crafting essentials to help you design and personalize almost anything — custom cards, unique apparel, everyday items, and so much more.

About project

We are seeking a talented and experienced Machine Learning Engineer specializing in image-based networks to join our dynamic team. As a Machine Learning Engineer, you will play a pivotal role in developing and deploying state-of-the-art models and algorithms for tasks such as image generation, image segmentation, stylized text extraction, and more. Your work will directly contribute to advancing our cutting-edge computer vision technologies.

Your mission

  • Analyze and preprocess large-scale image datasets for training and evaluation purposes
  • Experiment with different architectures, loss functions, and data augmentation techniques to improve model performance
  • Collaborate with cross-functional teams to define project requirements and deliver innovative solutions
  • Stay up-to-date with the latest advancements in machine learning and computer vision, and apply them to solve complex problems
  • Troubleshoot and debug issues related to model training, performance, and scalability
  • Integrate the training software into our continuous integration cluster to support metrics persistence across experiments, weekly/nightly neural network builds, and other ununit/throughputests
  • Collaborate with software engineers to integrate machine learning models into production systems
  • Document research findings, experiments, and algorithms in technical reports and presentations
  • Mentor junior team members and contribute to a collaborative and knowledge-sharing culture

Requirements

  • 3+ years of experience in developing and deploying machine learning models for image-based networks
  • Solid understanding of deep learning concepts, convolutional neural networks (CNNs), and recurrent neural networks (RNNs)
  • Strong programming skills in Python, including proficiency in one or more deep learning frameworks (TensorFlow, PyTorch, Keras). PyTorch preferred
  • Experience with image processing techniques, computer vision libraries (OpenCV), and related tools
  • Familiarity with AWS infrastructure and toolchain (SageMaker, CloudFormation, CloudWatch, etc.)
  • Ability to preprocess and manipulate large datasets using tools such as NumPy, Pandas, and scikit-learn
  • Knowledge of software engineering principles, including version control (Git) and agile development methodologies
  • Experience with generative adversarial networks (GANs) and image-to-image translation
  • Familiarity with natural language processing (NLP) and text extraction techniques
  • Knowledge of transfer learning and domain adaptation for computer vision tasks
  • Understanding of containerization technologies (Docker) and distributed computing frameworks (Kubernetes)
  • Excellent problem-solving skills, with the ability to work on complex machine learning challenges independently
  • Strong written and verbal communication skills, with the ability to effectively collaborate with team members and present findings to stakeholders
  • Motivated to take projects from R&D to production
  • Upper-intermediate or higher level of spoken and written English

Nortal offers

  • Family-like environment and personal attention to each specialist
  • Direct cooperation with European and USA clients and their innovative products
  • Competitive salary and regular reviews
  • The work-life balance you deserve: 24 working days of paid vacations
  • Educational reimbursement, funded language classes, certifications
  • "Benefit Cafe with various categories like sport, leisure, books, fuel, etc.
  • Health care: 10 paid sick leaves, on-demand medical insurance, Covid tests, vaccinations
  • Cozy workplace, commute compensations, and WFH opportunities
  • Exciting events and lovely gifts for your family

On-demand Relocation Support to Poland

  • Receive all documentation needed for relocation
  • Obtain transport, logistics and onboarding assistance
  • Get accommodation support

In your resume please allow our company to use your personal data.