Machine Learning Engineer (Retail/Financial projs)
Accesa & RaRo
Cluj-Napoca, Cluj County, Romania
5 zile în urmă

Job Description

As part of our Customer Product Development & Artificial Intelligence team, you will help out shaping the future of our software.

You will have the opportunity to work with a cross-functional, multi-cultural, and multi-site team.

You will have exposure to challenging diverse projects in multi-disciplinary fields and industries : Manufacturing, Financial, Education.

In this role, you will interact with different stakeholders to understand their business context and needs, and support them throughout the digitalization process.

  • Understand business objectives and develop models that help to achieve them, along with metrics to track their progress
  • Analyze the ML algorithms that could be used to solve a given problem and rank them by their success probability
  • Explore ways of understanding the data and visualizing it
  • Verify data quality, and mechanisms for data cleaning
  • Supervise the data acquisition process if more data is needed
  • Find available datasets online that could be used for training
  • Define validation strategies and data augmentation pipelines
  • Define the preprocessing or feature engineering to be done on a given dataset
  • Train models and tune their hyper-parameters
  • Analyze the errors of the model and design strategies to overcome them
  • Deploy models to production
  • Qualifications

  • BS / MS in Computer Science / Engineering
  • Fundamental understanding of machine learning concepts including developing models and tuning the hyper-parameters, as well as deploying models and building ML services
  • Understanding of state-of-the-art Machine Learning techniques, Deep Learning, Recommendations and Computer Vision
  • Experience with data processing and visualization
  • Python programming skills
  • Experience with frameworks like Sklearn, TensorFlow, Keras, Caffe or PyTorch
  • Strong communication skills in English
  • Analytical and problem-solving skills
  • Able to work independently, strong focus on quality
  • Additional Information

    At Accesa & RARo you can :

    Enjoy our holistic benefits program that covers the four pillars that we believe come together to support our wellbeing, covering social, physical, emotional wellbeing, as well as work-life fusion.

  • Physical : premium medical package for both our colleagues and their children, dental coverage up to a yearly amount, eyeglasses reimbursement every two years, voucher for sport equipment expenses, in-house personal trainer
  • Emotional : individual therapy sessions with a certified psychotherapist, webinars on self-development topics
  • Social : virtual activities, sports challenges, special occasions get-togethers
  • Work-life fusion : yearly increase in days off, flexible working schedule, birthday, holiday and loyalty gifts for major milestones, work from home bonuses
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