Жұмыс орындары

• Develop complex ML models for Credit Risk Department: credit application scorecard, collection scorecard, anti-fraud scorecard, etc
• Lead complex ML projects from initial business discussion to deployment and monitoring
• Work with different stakeholders: Data Engineers, Risk Managers, DevOps, MLOps, Data Architects
• Prepare and analyze complex datasets for ad-hoc analysis
• Interpret and communicate complex ML solutions to non-technical stakeholders and management
• Participate in building feature store and improve ML models

• 3+ years of experience in Data Science field
• Excellent knowledge of Tree-based and Logistic Regression algorithms
• Strong Proficiency in Python, SQL with main packages like Pandas, NumPy, Seaborn, Matplotlib, Scikit-learn, XGBoost
• Knowledge of English (C1) and Russian (B2) languages
• Bachelor’s degree in STEM field

• Working experience at Retail banks with credit risk knowledge

📧 yermek.akhmer@space.ge
📱 @Ermek93

• Develop, implement, test, and maintain scoring models for credit products
• Back-testing and recalibration of scoring models
• Analyzing scoring model quality by classification metrics
• Drawing up technical specifications for data mart development
• Analysis of data in bank's credit products
• Development of automated analytical reports for credit products

• 3-6 years work experience
• Higher education in mathematical/economic/financial field
• Certificates in Python and Machine Learning (Data Science)

• Experience working in a bank as a risk analyst

📧 Nikolaic@freedombank.kz
📱 @Chernika92

• Development and support of ETL/ELT processes
• Development and maintenance of data warehouses
• Ensuring data availability and quality
• Monitoring and support of data infrastructure
• Optimization of SQL queries and stored procedures
• Optimization of data processing structure and processes

• 1+ years of experience
• optimizing large requests and databases
• SQL
• Python
• Git
• Power BI

📧 heros.journey@hjmonitor.kz
📱 @almas_bisserik

• Develop and enhance recommendation models for e-commerce
• Optimize models for HighLoad systems
• Participate in end-to-end pipeline development from data collection to model deployment and monitoring
• Work on neural networks and CV models for production
• Handle large data processing and analysis
• Collaborate with backend and mobile dev teams

• 5+ years experience in similar role
• Strong knowledge of classical ML and CV
• Experience with MLOps
• Proficiency in SQL
• Ability to work with large datasets
• Understanding of REST, xml, json, html, css, regex
• Experience with LLM models
• Python, PyTorch, openCV, pandas

• Knowledge of FastAPI, FLASK, Django

📧 g.sagimayeva@vlife.kz
📱 @Gaukhar_SM

• Video surgical operation recognition
• Phase classification of operations, events, and surgeon actions
• Anatomical structure segmentation and classification
• Safety criteria assessment by surgeon
• Evaluation of surgical intervention complexity
• Assessment of surgical skills

• Minimum 3 years of Computer Vision experience
• Industrial experience in developing and implementing machine learning solutions
• Proficient in Python, PyTorch, FastAPI
• Experience with transformers and convolutional networks
• Understanding of git, linux, and docker
• Self Supervised Learning
• Experience with medical data and/or video analytics
• Experience with PostgreSQL databases
• Experience deploying on AWS, GCloud

📧 grigoriy@mvsystem.ru (please send your CV with subject “CV Engineer”)

• Develop and optimize DWH functionality
• Design and maintain ETL/ELT processes using Python, SQL, Airflow
• Work with APIs and PostgreSQL databases
• Collect, process, and analyze data
• Build dashboards in Power BI

• 3+ years of experience in data engineering
• Python
• SQL
• Power BI

📧 rkhadesov@khc.kz

• Apply and develop modern machine learning and deep learning algorithms to identify clouds on images from spacecraft
• Assist in technical report/scientific paper writing based on the research results

• Knowledge of SQL, Python and related libraries (scikit-learn, pandas, OpenCV, etc.)
• 1+ years of experience in machine learning projects
• experience with image segmentation
• a completed university degree in technical field

• C++/C working knowledge
• experience working with remote sensing data
• experience with Deep Learning model development (U-Net and other CNNs, etc.) is a plus

📧 b.tulegenov@ghalam.kz
📱 @space_nomad_kz

• Convert business needs to NLP tasks in legal/financial sectors
• Design and deploy LLM-based solutions for various applications
• Lead a team of data scientists and backend engineer
• Optimize LLM models for performance and accuracy
• Stay updated with latest NLP/LLM advancements

• Model training for Document Classification/Search Engine/QA/NER
• Working with LLMs such as GPT4/Llama/Phi/T5/BERT
• Programming in Python3 with efficient algorithms and design patterns
• Experience with cloud platforms like AWS, Azure, or Google Cloud

• Commercializing ChatGPT or GPT3/4 for business apps
• Technical PR in competitions/hackathons, GitHub projects

📧 shakobyan@hercules.ai