[Remote] Applied Scientist (Computer Vision)

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Note: The job is a remote job and is open to candidates in USA. SQUAD is a distributed team focused on developing motion detection features for both Cloud and Edge environments. The Applied Scientist will be responsible for research tasks including developing machine learning algorithms, analyzing datasets, and validating results.


Responsibilities

  • Develop innovative machine learning algorithms. Implement advanced methods and technologies in model development
  • Analyze large datasets to identify correlations and patterns. Visualize research results for clearer interpretation
  • Tune hyperparameters and optimize algorithms. Improve models to enhance their performance and accuracy
  • Provide consultations and collaborate with colleagues from other departments
  • Report progress and project achievements to management
  • Explore and evaluate new technologies in the field of machine learning. Implement cutting-edge ideas and techniques into production processes
  • Engage in continuous self-improvement and technical skill development. Train and mentor junior colleagues to enhance the overall competence level within the team

Skills

  • 4+ years in machine learning (computer vision domain)
  • Practical experience in at least one of the following problems: classification, detection, segmentation
  • Python3, NumPy, scikit-learn, pandas, SciPy
  • Deep learning frameworks: PyTorch
  • Experience in deploying machine learning models to production
  • Good understanding of machine learning and deep learning concepts
  • Good written and spoken English
  • Practical experience with GANs, VAEs
  • Probabilistic programming and bayesian framework
  • Model optimization: pruning, quantization, knowledge distillation
  • Basic understanding of web and client-server architecture
  • Asyncio, aiohttp, and other async libraries for back-end
  • Basic understanding of Big Data, understanding of difference between MapReduce and in-memory processing
  • Algorithms, data structures
  • SQL, NoSQL
  • Docker, Kubernetes, Kubeflow
  • С++, Bash

Benefits

  • The environment of equal opportunities, transparent and value-based corporate culture, and an individual approach to each team member
  • Competitive salary packages with performance-based annual reviews
  • Opportunity to receive a Performance Bonus for your individual achievements and a Loyalty Bonus recognizing your dedication to the company
  • Employment via Contract of Employment (UoP) in complete alignment with Polish Labour Law
  • Guaranteed paid vacation, public holidays, and medical leaves as per statutory regulations
  • Continuous growth and development opportunities through internal knowledge hubs, corporate courses, and free English classes
  • Comprehensive private medical insurance to supplement your standard NFZ coverage.

Company Overview

  • We Develop AI-Powered Camera Solutions. From concept to manufacturing readiness, covering sensor and optics, firmware, edge AI, cloud, and mobile. It was founded in 2016, and is headquartered in Limassol, CY, with a workforce of 501-1000 employees. Its website is https://squad.tech/.

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