Salmon Group Ltd
Kazakhstan
New
Deposits Portfolio Analyst
- Python
- Spark
- SQL
C
AI Summary
Join a high-impact initiative with a leading Latin American airline to develop scalable Data Science and Machine Learning solutions. Design, build, and deploy production-grade models for forecasting, optimization, and experimentation while collaborating with multidisciplinary product teams. Requires 3+ years of experience in production ML, strong Python and SQL skills, and a background in quantitative fields.
Key Highlights
Work on meaningful Data Science challenges at scale for a leading airline in Latin America
Develop and deploy production-grade Machine Learning, Forecasting, and Optimization solutions
Collaborate within multidisciplinary product teams including Product, Engineering, and Business stakeholders
Key Responsibilities
Identify opportunities where Data Science can create measurable business impact and design, build, and deploy Machine Learning solutions
Develop forecasting and optimization solutions to support complex business and operational decisions
Apply rigorous experimentation and causal inference techniques to validate hypotheses and measure business impact
Explore and develop solutions leveraging Large Language Models and Generative AI where applicable
Collaborate with Data Engineers and ML Engineers to deliver production-grade solutions following MLOps best practices
Continuously monitor, experiment, and iterate on models to improve performance and business outcomes
Translate complex analytical findings into clear, actionable recommendations for technical and non-technical stakeholders
Contribute to the Data Science practice through knowledge sharing, technical reviews, reproducibility, and engineering best practices
Work within multidisciplinary product teams alongside Product, Engineering, and business stakeholders
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Technical Skills Required
Benefits & Perks
100% remote
Long-term commitment with autonomy
Career development and growth opportunities
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Nice to Have
Experience with Optimization or Operations Research
Strong knowledge of Time Series Forecasting
Experience with Causal Inference and Experimentation
Experience with Large Language Models and Generative AI
Knowledge of MLOps and CI/CD practices
Experience working with large-scale digital products
Previous experience in industries involving high-volume, complex operational or transactional data
Job Description
We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses and identifying potential inconsistencies or verification signals in application materials based on available information. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.
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