Full-Time Data Scientist - Optimization and Modeling
Blend360 is hiring a remote Full-Time Data Scientist - Optimization and Modeling. The career level for this job opening is Experienced and is accepting Columbia, MD based applicants remotely. Read complete job description before applying.
Blend360
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We are seeking Data Scientists, specifically Lead and Senior Data Scientists.
Responsibilities:
- Data preparation and statistical analysis.
- Predictive model and machine learning algorithm development.
- Evaluating data sources, identifying patterns, creating variables, and building models.
- Validating and cross-validating recommendations for sustained performance.
- Consulting/Client Interaction:
- Understanding client problems, industry context, data sources, risks, and constraints.
- Collaboration with cross-functional teams to develop solutions.
- Design, implementation, and optimization of advanced models using Python, SQL, and GCP.
- Applying mathematical optimization techniques, particularly using Gurobi.
- Building and managing scalable data pipelines and workflows.
- Clear communication of analytical findings and methodologies to technical and non-technical stakeholders.
Qualifications:
Minimum 3-4 years (Senior Data Scientist) or 5-7 years (Lead Data Scientist) experience in data science or advanced analytics.
Proficiency in Python, SQL, and cloud-based environments (GCP preferred).
Proven experience in mathematical optimization, with hands-on Gurobi use preferred.
Familiarity with workflow orchestration tools (Airflow or Dataproc).
Strong business acumen and ability to contribute to complex projects.
Excellent verbal and written communication skills.
Application Requirements: Cover letter should address these questions:
- Optimization experience.
- Specific optimization methods used.
- Optimization libraries/tools.
- Optimization use with machine learning.
- Experience with Linear/Integer Programming (Gurobi, CPLEX).