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Software Development
Senior Data Scientist
@Intellectsoft
[Hiring] Senior Data Scientist @Intellectsoft
Mar 28, 2025 - Intellectsoft is hiring a remote Senior Data Scientist. 💸 Salary: unspecified. 📍Location: Northern America, Latin America (LATAM), Europe, UK.
This description is a summary of our understanding of the job description. Click on 'Apply' button to find out more.
Role Description
This role involves designing and developing a data analytics platform.
- Design the architecture for the open-source-based data analytics platform
- Develop scalable data models, data pipelines, and data lakes
- Ensure integration of various data sources, including Kafka, NiFi, Apache Airflow, and Spark
- Implement modern data platform components like Apache Iceberg, Delta Lake, ClickHouse, and PostgreSQL
- Define and enforce data governance, security, and compliance best practices
- Optimize data storage, access, and retrieval for performance and scalability
- Collaborate with data scientists, engineers, and business analysts to ensure platform usability
Qualifications
- 7+ years of experience in data science, machine learning, and statistical modeling
- Strong programming skills in Python, SQL, and Spark
- Hands-on experience with MLflow, PyTorch, Spark MLlib, and FastAPI for model development and deployment
- Understanding of distributed computing and big data processing using Apache Spark and ClickHouse
- Proficiency in feature engineering, data preprocessing, and model tuning for large-scale datasets
- Experience in building and deploying ML models in production environments using TorchServe, FastAPI, or similar frameworks
- Knowledge of deep learning architectures (CNNs, RNNs, transformers) and their practical applications
- Strong grasp of MLOps best practices, including CI/CD for ML models, model monitoring, and retraining pipelines
- Understanding of real-time analytics and event-driven architectures for processing streaming data
- Experience working with SQL and NoSQL databases such as PostgreSQL, ClickHouse, and Delta Lake
- Strong ability to collaborate with data engineers, architects, and business analysts to ensure ML models align with business objectives
- Knowledge of A/B testing methodologies and causal inference techniques for evaluating model effectiveness
- Familiarity with cloud services (AWS, GCP, or Azure) for scalable model training and deployment
Requirements
- 7+ years of experience in data science, machine learning, and statistical modeling
- Strong programming skills in Python, SQL, and Spark
- Hands-on experience with MLflow, PyTorch, Spark MLlib, and FastAPI for model development and deployment
- Understanding of distributed computing and big data processing using Apache Spark and ClickHouse
- Proficiency in feature engineering, data preprocessing, and model tuning for large-scale datasets
- Experience in building and deploying ML models in production environments using TorchServe, FastAPI, or similar frameworks
- Knowledge of deep learning architectures (CNNs, RNNs, transformers) and their practical applications
- Strong grasp of MLOps best practices, including CI/CD for ML models, model monitoring, and retraining pipelines
- Understanding of real-time analytics and event-driven architectures for processing streaming data
- Experience working with SQL and NoSQL databases such as PostgreSQL, ClickHouse, and Delta Lake
- Strong ability to collaborate with data engineers, architects, and business analysts to ensure ML models align with business objectives
- Knowledge of A/B testing methodologies and causal inference techniques for evaluating model effectiveness
- Familiarity with cloud services (AWS, GCP, or Azure) for scalable model training and deployment
Benefits
- 35 absence days per year for work-life balance
- Udemy courses of your choice
- English courses with native-speaker
- Regular soft-skills trainings
- Excellence Centers meetups
- Online/offline team-buildings
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| 📍 | Be aware of the location restriction for this remote position: Northern America, Latin America (LATAM), Europe, UK |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
Back to Remote jobs >
Software Development
Software Development
|
Salary
💸
unspecified
|
Remote
Location
Northern America, Latin America (LATAM), Europe, UK
|
|
Job Type
full-time
|
Posted
Mar 28, 2025
|
️
| 📍 | Be aware of the location restriction for this remote position: Northern America, Latin America (LATAM), Europe, UK |
| ‼ | Beware of scams! When applying for jobs, you should NEVER have to pay anything. Learn more. |
