Competera is a 🇺🇦 Ukrainian AI-powered company helping retailers to set optimal prices. We change the way retailers do pricing with Big Data and Deep Learning to help them compete with giants like Amazon and Walmart.
25 жовтня 2021

Machine Learning Engineer (вакансія неактивна)

Київ, віддалено

Competera Pricing Platform uses Big Data and Deep Learning to change the way retailers do pricing. We are known for both cutting-edge math ‘under the hood’ and for deep expertise in the pricing domain. We are now looking for a Machine Learning Engineer to help us deliver core value to the end users by turning production-ready algorithms into production mode solutions.

What you will do:

  • Research new algorithms to solve Competera client’s problems. Apply it in quick prototypes
  • Deliver Deep NN models to production
  • Deploy, version and scale ML algorithms selected as ‘core’ to serve Competera customers
  • Introduce MLops practices

Starter-kit needed to join the board:

  • MSc/BSc in Computer Science or similar degree. Knowledge of statistics, probability theory and linear algebra.
  • Good knowledge of ML theory and practice — pros & cons of different model types, validation, metrics, hyperparameter tuning, interpretability
  • Experience with Tensorflow and Keras (can implement custom NN model from paper)
  • Practical experience with ML models in production (2+ years)
  • Experience with distributed model training and distributed feature engineering (Spark/Dask/Apache Beam)
  • Python 3.х, software engineering skills (able to produce well-structured production-level projects, not only notebook scripts)

Pleasant extras:

  • Experience with distributed training for structured data (tabular, time-series), and time series forecasting
  • Understanding MLOps: pipelines, data validation, automated model training, data & model versioning, model monitoring
  • Experience with Docker
  • Practical experience with machine learning pipelines to orchestrate complicated workflows (Kubeflow/Airflow etc)

You’re gonna love it, and here’s why:

  • Meaningful work in an agile team of engineers, who turn business ideas into software solutions
  • Fair payout with regular performance-based reviews and stock options plan for top performers
  • Remote-first ideology: freedom to choose between a pet-friendly coworking and a home office even after the pandemic
  • Working hours that adapt to your biorhythm, and no time tracking on
  • Want to learn? Competera loves that and is eager to cover 60% of your training/courses fee
  • Paid vacation & sick leaves (20 business days each) + 15 days off
  • Partial medical insurance coverage

Let’s price the world together!