We’re CHI Software, and we’ve been developing innovative tech-savvy solutions for startups and established businesses since 2006. Through cutting-edge technology, on-time delivery, and a robust engineering culture, we help businesses achieve bigger goals and impact people’s lives like never before.
13 апреля 2021

Machine Learning Architect (вакансия неактивна)

Киев, Харьков, Днепр, Запорожье, удаленно

Необходимые навыки

Your skills and expertise:
• MS/PhD degree in computer science or related
• Deep knowledge and proven practical experience in a relevant field of research, such as machine learning, computer vision, speech processing, natural language processing, and data science
• Solid Experience architecting and developing AI and machine learning applications
• Strong understanding of machine learning algorithms and deep networks (CNN, DBN, RNN, LSTM, DCN)
• Proficiency in SOLID and Systems Architecture design approaches
• Strong knowledge in machine learning fundamentals i.e. regression models, decision trees, naïve Bayes, clustering algorithms (k-means, DBSCAN, SOM), dimensionality reduction (PCA, t-SNE) and a good grasp of the strengths and weaknesses of specific approaches. A good foundation in basic statistics and linear algebra
• Strong Python knowledge
• Experience implementing DL algorithms in high-level languages (e.g. Python, C++)
• Experience using machine learning toolboxes and libraries (e.g. TensorFlow, PyTorch, Keras or MXNet)
• Comprehensive knowledge of the Python data analyses ecosystem (Pandas, Numpy, Scikit-learn, etc.)
• At least minor experience with python visualization tools (matplotlib/seaborn, Plotly)
• Experience with following modern neural network architectures: LSTM and other RNN-based, ResNet and other CNN-based, Autoencoders, U-Net, GANs and VAE
• Superior presentation, communication, and interpersonal skills
• Accomplished estimation and people motivation skills
• Ability to talk both technical language and the language of business stakeholders
• Upper-intermediate level of English mandatory

Будет плюсом

Will be a plus:
• Experience with R, C++
• Familiarity with time-series predictive/anomaly detection analyses, natural language processing, signal processing
• Understanding SOTA approaches for machine learning problems like unsupervised/ semi-supervised learning.
• Experience with the following DL frameworks: DLib, Darknet, Theano
• Awareness of CRISP-DM process model
• Experience with continuous integration and release management tools, preferably within the AWS platform.
• Hands-on Experience with the common architecture of MLOps system by the means of Hadoop, Docker, Kubernetes, cloud services and experience with managing production ML lifecycle
• Experience with distributed training on GCP
• Experience with full stack applications with Microsoft Azure platform is a big plus

О проекте

The CHI team is looking for a Machine Learning Architect.
Our client — Shipping & Transportation/USA.
Project — The RPA solution for the worldwide company offers industry-leading shipping services, including transportation, warehousing, distribution, custom brokerage, and logistics management solutions.
The RPA solution for the worldwide company offers industry-leading shipping services, including transportation, warehousing, distribution, custom brokerage, and logistics management solutions.