Arise

Data Scientist

Arise

full-time

Posted on:

Location Type: Remote

Location: Remote • 🇲🇹 Malta

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Job Level

Mid-LevelSenior

Tech Stack

AWSAzureCloudDockerEC2PythonPyTorchTensorflow

About the role

  • Design and develop advanced ML algorithms for image, text, audio, and tabular data
  • Develop and optimize pipelines in Azure to train models across various domains
  • Implement end-to-end applications in Python, including unit and integration tests
  • Continuously monitor system performance and troubleshoot issues
  • Collaborate with cross-functional teams to produce solutions to complex problems

Requirements

  • Bachelor's or Master's degree in Computer Science, Engineering, or a related field
  • Strong proficiency in Python, PyTorch, and TensorFlow
  • Proven experience in managing and analyzing large datasets
  • Solid understanding of foundational DL algorithms
  • Expertise in unit and integration tests (Pytest) and CICD pipelines
  • Experience with data versioning, model management, experiment tracking, key evaluation metrics, and optimization techniques
  • Extensive knowledge and hands-on experience in Docker
  • Solid understanding of traditional Computer Vision and classical ML
  • In-depth experience with computer vision models for object detection, image classification, and segmentation
  • Experience with Azure services (ML Studio, Data Factory, Functions, Blob Storage) or equivalent cloud provider services
  • Knowledge of AWS (Amazon Web Services) services, especially EC2 and S3
  • Experience with Huggingface Transformers, Elastic Stack, Gitlab CI pipelines
  • Experience with Prompt Engineering, Retrieval Augmented Generation (RAG), LLM frameworks (LangChain, LlamaIndex, Haystack, ...), and fine-tuning LLMs

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard skills
PythonPyTorchTensorFlowunit testsintegration testsCICD pipelinesDockercomputer visionimage classificationobject detection
Soft skills
collaborationproblem-solving
Certifications
Bachelor's degreeMaster's degree