ML Engineer
Accesa IT Systems SRL
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
Raportați această lucrare
checkmark

Thank you for reporting this job!

Your feedback will help us improve the quality of our services.

Aplică
Email-ul meu
Făcând clic pe "Continuă", acord nevoo consimțământ de a procesa datele mele și de a-mi trimite alerte prin e-mail, așa cum este detaliat în policyApplicația de confidențialitate a lui neuvoo. Pot să-mi retrag consimțământul sau să mă dezabonez în orice moment.
Continuă
Formular