Data Science & Business Intelligence Analyst

blueteam; Boca Raton (FL); On-site; USD 90,000 - 130,000; Full time

Job summary

BlueTeam is seeking a Data Science & Business Intelligence Analyst in Boca Raton, FL to serve as the company’s primary quantitative resource. You will transform data from project, financial, and customer systems into decisions leadership can act on, spanning data acquisition, modeling, and reporting.

The role emphasizes defensibility, documenting models, validating against unseen data, and presenting findings to both technical and non-technical audiences.

Qualifications

• 5+ years of progressive experience in data analytics, data science, BI, or a related quantitative field.
• Strong analytical and problem-solving skills with experience interpreting large datasets.
• SQL proficiency to write and optimize multi-table joins, aggregations, and window functions.
• Working proficiency in Python or R for data manipulation, statistical analysis, and modeling.
• Demonstrated experience building, validating, and using forecasting or predictive models.
• Excel proficiency with advanced formulas, pivot tables, and dynamic financial/operational models.
• Proficiency in Power BI, including dashboard design and data modeling.

Responsibilities

• Collect, clean, validate, and transform data from multiple source systems.
• Develop dashboards, reports, and visualizations that provide actionable insights.
• Analyze historical trends, operational performance, productivity metrics, and business outcomes.
• Create recurring and ad hoc reporting for leadership teams.
• Identify patterns, risks, and opportunities through quantitative analysis.
• Build and maintain queries, extracts, and pipelines feeding the reporting layer.
• Reconcile reporting to the general ledger and source systems.
• Forecast revenue, backlog conversion, labor and equipment demand, and cash flow.
• Design and interpret experiments and measure business impact against forecast.
• Apply AI tooling to production analytical workflows and automate reporting processes.
• Evaluate AI capabilities and practical business applications, including build vs buy.
• Build automated workflows to reduce manual effort and increase efficiency.

Skills

SQL proficiency

Python or R

Excel advanced

Power BI

AI tooling

Communication skills

Data analysis

Forecasting

CRM proficiency

Cloud data platforms

Education

Bachelor's degree in quantitative field

Tools

SQL databases

Python

R

Power BI

CRM systems

Job description

Position:Data Science & Business Intelligence Analyst

Location: Boca Raton, FL

Job Id:355

# of Openings:1

Job Title: Data Science & Business Intelligence Analyst

Department: Corporate

Reports To: President

Location: Boca Raton, FL (in-office position; not remote or hybrid)

FLSA Status: Exempt

Company Summary

BlueTeam is a US-based provider of national disaster recovery, remediation, reconstruction, renovation, and roofing services for commercial properties. Our core business focuses on cleanup and mitigation efforts for recovery from fire damage, roof leaks, flooding, pipe bursts, and post-disaster remediation due to severe weather. We exclusively serve commercial sectors including hospitality, senior housing, healthcare, commercial offices, municipalities, multifamily living, and institutional markets.

SUMMARY:

The Data Science & Business Intelligence Analyst serves as the company's primary quantitative resource, transforming data from project, financial, and customer systems into decisions leadership can act on. The role spans the full analytical range: data acquisition and modeling, recurring and ad hoc reporting, statistical and predictive modeling, and the applied use of artificial intelligence to extract structured information from the document-heavy workflows that drive this business.

The analyst will work with structured and unstructured data, build and maintain the reporting layer, develop forecasting and predictive models, validate those models against actual results, and automate manual processes. The standard for this role is defensibility: every number produced must reconcile to its source system, and every model must be documented, tested against data it was not trained on, and explainable to a non-technical audience. Selecting the simplest method that answers the question is preferred over sophistication for its own sake.

This position supports the executive team crossing all departments of the Company. Initial priorities will center on sales reporting, expanding to enterprise analytics as the reporting foundation matures.

ESSENTIAL DUTIES AND RESPONSIBILITIES:

• Collect, clean, validate, and transform data from multiple source systems, including project management, accounting, CRM, and field data collection platforms.
• Develop dashboards, reports, and visualizations that provide actionable insights.
• Analyze historical trends, operational performance, productivity metrics, and business outcomes, including job‑level margin, estimate versus actual variance, backlog and pipeline conversion, win rates by client and business unit, and receivable aging and collection cycle time.
• Create recurring and ad hoc reporting for leadership teams.
• Identify patterns, risks, and opportunities through quantitative analysis.
• Build and maintain the queries, extracts, and pipelines that feed the reporting layer, including API‑based extraction from source systems.
• Reconcile reporting to the general ledger and to source systems so that analytical output and financial reporting do not diverge.

Data Science, Statistics & Predictive Analytics

• Build forecasting models for revenue, backlog conversion, labor and equipment demand, and cash flow, accounting for the seasonality and catastrophe‑driven volatility inherent to storm restoration work.
• Design and interpret experiments, quantify statistical significance, and measure realized business impact against forecast.
• Present quantitative findings with stated confidence, known limitations, and the reasoning behind method selection.
• Apply large language model tooling to production analytical workflows, including structured data extraction from unstructured documents, classification, and summarization, rather than ad hoc manual prompting alone.
• Develop AI‑assisted processes to streamline reporting, research, document review, and decision support, with human review controls at each output stage.
• Evaluate emerging AI capabilities and recommend practical business applications, including build versus buy assessment and cost per unit of output.
• Build automated workflows that reduce manual effort and increase efficiency

Data Management & Governance

• Ensure data accuracy, integrity, and consistency across reporting systems.
• Support data governance initiatives, validation processes, and data quality improvements.
• Partner with stakeholders to establish reporting standards and best practices.
• Document data sources, transformations, model logic, and code so that all work is reproducible by someone other than the author.

Cross‑Functional Collaboration

• Partner with business leaders to understand strategic priorities and deliver data‑driven recommendations.
• Present findings to both technical and non‑technical audiences.
• Support initiatives across Sales, Operations, Finance, Marketing, and Executive Leadership.
• Translate complex analyses into actionable business recommendations.
• Challenge analytically unsupported conclusions, including those already held by leadership, and state plainly where available data is insufficient to answer the question asked.

QUALIFICATIONS:

• 5 years of progressive experience in data analytics, data science, business intelligence, or a related quantitative field, including hands‑on ownership of both reporting and predictive modeling work.
• Strong analytical and problem‑solving skills with experience interpreting large datasets.
• SQL proficiency sufficient to write and optimize multi‑table joins, aggregations, and window functions against a production database without assistance.
• Working proficiency in Python or R for data manipulation, statistical analysis, and modeling (for example pandas, scikit‑learn, stats models, or equivalent libraries).
• Demonstrated experience building, validating, and putting into use at least one forecasting or predictive model that informed an operating decision.
• Expert proficiency in Excel, including advanced formulas, pivot tables, dynamic financial and operational models, and AI‑assisted model development.
• Proficiency in CRM platforms, with hands‑on experience across multiple systems; ability to navigate, maintain data integrity, and extract insights across different systems environments.
• Proficiency in Power BI, including dashboard design, DAX formulas, and data modeling.
• Working proficiency with current AI tooling applied to real analytical work, including prompt design, structured output, and validation of AI‑generated results before use.
• Excellent communication skills with the ability to translate data into clear insights.

Preferred Qualifications

• Background in construction, restoration, insurance, or another project‑based industry is not required but is a plus.
• Experience building automated dashboards and reporting systems.
• Demonstrated ability to use AI for prospect and client research, including synthesizing information from multiple sources into actionable sales intelligence and executive‑ready presentations.
• Experience with cloud data platforms and pipeline orchestration
• Experience with large language model APIs, retrieval methods, embeddings, and evaluation techniques.

EDUCATION and/or EXPERIENCE:

• Bachelor's degree in statistics, mathematics, economics, data science, computer science, engineering, business analytics, or another quantitative discipline.

PHYSICAL DEMANDS:

While performing the duties of this job, the employee is regularly required to type and look at a computer screen for long periods of the day. The employee must be able to sit for long periods of time. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.

QUALIFICATIONS: To perform this job successfully, an individual must be able to perform each essential duty satisfactorily. The requirements listed above are representative of the knowledge, skill, and/or ability required.

NOTE: This job description is not designed to cover or contain a comprehensive listing of activities, duties or responsibilities that are required of the employee for this job. Duties, responsibilities and activities may change at any time with or without notice. BBMK Contracting, LLC dba BlueTeam (BlueTeam) is a Drug Free Workplace as well as an Equal Opportunity Employer. Qualified applicants shall be considered for all positions without regard to race, color, sex, religion, national origin, age, disability, veteran status, or any other status