Machine Learning Engineer (Computer Vision) (#2424)

REFERRAL BONUS
Colombia
Work type:
Office/Remote
Technical Level:
Senior
Job Category:
Software Development
Project:
American brand for home crafters

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, recommender engines, prediction models, and more. Your work will directly contribute to advancing our cutting-edge machine learning capabilities.

Responsibilities:

  • Analyze and preprocess large-scale 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 unit / throughput tests.
  • Collaborate with software engineers to integrate machine learning models into production systems.
  • Document research findings, experiments, and algorithms in technical reports and presentations.

Qualifications:

  • Proven industry experience (2+ years) in developing and deploying deep learning machine learning models.
  • Solid understanding of deep learning concepts, convolutional neural networks (CNNs), recurrent neural networks (RNNs), and/or graph neural networks (GNNs).
  • 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.
  • 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.

We offer:

  • Flexible working format - remote, office-based or flexible
  • A competitive salary and good compensation package
  • Personalized career growth
  • Professional development tools (mentorship program, tech talks and trainings, centers of excellence, and more)
  • Active tech communities with regular knowledge sharing
  • Education reimbursement
  • Memorable anniversary presents
  • Corporate events and team buildings
  • Other location-specific benefits
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