📍 Армения, Грузия, Азербайджан, Казахстан, Греция (Венгрия, Словакия, Хорватия, Чехия, Германия)Полная удалёнкаПомощь с переездом
Специализация
Data Science / Machine Learning
Английский
C1/C2 — Advanced / FluentC1/C2 — Advanced / Fluent
Limavi is a full-cycle custom software development company specializing in the development of video analytics products for startups, small and medium-sized businesses and large enterprises.
In addition to our own development, we cooperate with foreign companies under the outstaff scheme. We sign only long-term projects with the employee's immersion in only one project.
At that moment, we are looking for a ML Engineer / Data Scientist for the project.
Stack
PythonPyTorchTensorFlowLightGBMScikit LearnDockerKubernetes
About the project
The purpose of AI is to help people solve complex business problems. To assist people in making better decisions. These AI Cloud Platform:
- Defines your business goal and connect your data.
- Automates the process of building your AI solution.
- Delivers ongoing positive impact on your business.
Responsibilities
- Own, design, and develop ML pipelines: be responsible for efficient models training, testing, deployment, and monitoring.
- Apply your scientific knowledge to analyze and collect data, identify problems, devise solutions and construct methodologies.
- Develop Machine Learning and Deep Learning models for tabular data (later: time series, NLP, CV, etc.).
- Learn and Implement cutting-edge ML algorithms.
- Create and automate data pipelines including data extraction, validation & anomaly detection, indexing, and other data-related tasks.
- Follow your project from ideation to implementation.
Requirements
- 5+ years industrial experience with ML, including training, testing, deployment, and monitoring real-time (or near real-time) Machine Learning models in production.
- Proven experience with modern DL techniques and Gradient Boosting Trees.
- Experience with ML “understanding” techniques: explainability, confidence, drift, etc. — big advantage.
- Experience designing and implementing AutoML flows / frameworks — big advantage.
- Excellent Python coding skills.
- Proficiency with ML libraries (TensorFlow, PyTorch, LightGBM, Scikit Learn).
- Vast practical experience with tabular data and time series.
- Experience in Microservices architecture, cloud technologies, Docker, Kubernetes.
- Experience with data pipelines / big data — advantage.
- Fluent English.
We offer
- Completely remote work schedule (close to Israel time zone) or relocate to Armenia, Georgia, Azerbaijan, Kazakhstan, Greece, Serbia, Bulgaria, Slovenia, Hungary, Slovakia, Croatia, Czech Republic, Germany, Estonia, Moldova.
- We entrust control over the distribution of your working time.
- Employment by contract through IP.
- Paid vacation and sick leave.
- Payment of professional courses to improve technical qualifications.
Юлия Кошелева IT Recruiter
