Informacje o stanowisku
INFUSE is committed to complying with applicable data privacy and security laws and regulations. For more information, please see our Privacy Policy.
We are seeking a talented Data Scientist to join our Research and Development (R&D) team. In this role, you will be responsible for developing analytical solutions for complex problems that cannot be solved using simple algorithms or traditional code. You will work on a variety of cutting-edge projects, including data-driven insights, predictive modeling, machine learning, and optimization. This is an exciting opportunity to apply your skills in a dynamic R&D environment and contribute to the development of next-generation solutions.
Responsibilities:
- Defining Problem-Solving Approaches:
- Analyze business problems, formulate hypotheses, and propose methods for testing them.
- Develop and test technologies for data analysis and decision-making automation.
- Data Management:
- Organize data collection, cleaning, and structuring for further analysis.
- Define necessary data requirements and collaborate with the team on data preparation.
- Model Development & Machine Learning:
- Design, build, and validate machine learning models to address business problems and improve product performance.
- Develop predictive models, recommendation systems, and classification algorithms to solve complex challenges.
- Optimize models, test them on real-world data, and assess the quality of solutions.
- Reporting & Solution Integration:
- Primary task: Automate processes, including data collection and processing, optimization of existing processes, and acceleration of system performance.
- Prepare reports with analysis results, including metrics to evaluate hypothesis effectiveness.
- Work closely with product managers and business analysts, helping them understand potential limitations and risks during implementation.
- Automation & AI Models:
- Use generative and specialized neural networks to automate processes.
- Optimize AI model prompts for better interaction.
- Seek pre-built solutions for accelerating workflows while ensuring deep understanding of neural network fine-tuning.
- Data-Driven Research & Innovation:
- Collaborate with the R&D team to explore new research areas and apply data science techniques to support innovative product development.
- Conduct experiments and hypothesis testing to validate assumptions and optimize models.
- Collaboration & Cross-Functional Work:
- Work closely with product managers, engineers, and other team members to align data-driven solutions with business goals.
- Contribute to team knowledge-sharing, ensuring that data science best practices are adopted across the organization.
- Continuous Learning & Innovation:
- Stay up-to-date with the latest advancements in data science, machine learning, and artificial intelligence.
- Integrate new techniques into R&D projects and experiment with new tools and technologies.
Key Qualifications:
- Bachelor’s or Master’s degree in Computer Science, Data Science, Mathematics, Statistics, or a related field.
- 3+ years of experience as a Data Scientist, with a strong focus on machine learning, statistical modeling, and data analysis.
- Strong knowledge of data science techniques, including regression, clustering, classification, and time-series analysis.
- Expertise in machine learning libraries and frameworks (e.g., TensorFlow, Scikit-learn, Keras, PyTorch).
- Proficiency in programming languages such as Python, R, or similar, and experience with data manipulation and analysis libraries (e.g., Pandas, NumPy).
- Familiarity with big data tools and platforms (e.g., Hadoop, Spark) is a plus.
- Solid understanding of data visualization tools (e.g., Matplotlib, Tableau, PowerBI) to communicate insights effectively.
- Strong analytical and problem-solving skills, with the ability to work with large and complex datasets.
- Excellent communication skills, with the ability to explain complex data findings to non-technical stakeholders.
- Ability to work independently, manage projects, and collaborate with cross-functional teams.
We offer:
- Opportunity to work on innovative and cutting-edge projects in a fast-paced R&D environment.
- Professional development and career growth opportunities.
- Competitive compensation in USD.
- Professional, friendly, and dynamic team atmosphere.
- Reduced Fridays during the summer.
- Employee development budget for courses, certifications, and conferences.
- Access to the latest tools and technologies.
- Opportunity to contribute to the company’s growth and innovation.
Seniority level:
Employment type:
Job function:
- Software Development, Technology, Information and Internet, and IT Services and IT Consulting
#J-18808-Ljbffr
Praca WarszawaWarszawa - Oferty pracy w okolicznych lokalizacjach