Talent.com
Reporting Developer III - Data Scientist
Reporting Developer III - Data ScientistGulfstream Aerospace Corporation • Savannah, GA, US
Reporting Developer III - Data Scientist

Reporting Developer III - Data Scientist

Gulfstream Aerospace Corporation • Savannah, GA, US
1 day ago
Job type
  • Full-time
Job description

Reporting Developer III - Data Scientist in  GAC Savannah

Unique Skills : General :

  • Minimum 3 years experience in Data Science
  • Programming : Python for ML and data engineering; strong modular coding practices, packaging, unit testing (pytest).
  • Databricks (Azure) or Microsoft Fabric or AWS Sagemaker : Hands‑on experience with Lakehouse / Warehouse patterns, Spark DataFrames, MLflow for experiment tracking, model registry, and jobs / workflows.
  • ML Tooling : Scikit‑learn, XGBoost / LightGBM, statsmodels; feature engineering at scale; model selection, cross‑validation, hyperparameter tuning; robust performance diagnostics (ROC / AUC, PR, F1, lift, residual / error analysis).
  • Data Ops & MLOps : MLflow, model packaging, job orchestration, CI / CD for notebooks / repos.

Machine Learning Expertise

  • Classical ML focus (non‑GenAI) : Time‑series forecasting (ARIMA / SARIMA / ETS / Prophet, gradient boosting for forecast blending), supervised learning (classification, regression), unsupervised learning (clustering, anomaly detection), survival / reliability analysis, and design‑of‑experiments (DOE).
  • Feature engineering : Lag / lead features, calendar / maintenance cycles, treatment of missingness / outliers, and robust scaling for heteroscedastic industrial data.  Synthetic data generation.
  • Evaluation in production contexts : Cost‑sensitive metrics (false‑alarm vs miss costs), and explainability suitable for engineering review boards. Optimization of Type 1 vs. Type 2 errors.
  • Manufacturing & Aerospace Domain (Preferred)

  • Industrial analytics : Experience with predictive maintenance , condition‑based monitoring , yield / throughput improvement, quality / defect analytics , SPC, first‑pass yield, and takt‑time bottleneck analysis in complex discrete manufacturing.
  • Aerospace value chain : Practical familiarity with E2E flows : design → supply chain → assembly → test / flight → field operations & MRO; interpreting sensor / telemetry (AHTMS) , maintenance logs, and part lifecycle histories.
  • ERP / MES / PLM context : Working knowledge of SAP / ERP data constructs (orders, routings, WIP, inventory), MES event logs, and engineering change impacts on data semantics.
  • Collaboration, Communication & Leadership

  • Stakeholder engagement : Translate business problems into solvable ML formulations; quantify expected value; define acceptance criteria.
  • Cross‑functional teaming : Close collaboration with Data Engineering (ETL, CDC, quality, security) and Citizen Data Scientists for enablement and review cycles.
  • Documentation & training : Produce clear technical docs, model cards, and operational runbooks; coach citizen developers.
  • Education and Experience Requirements

    Bachelor's Degree in Information Technology, Computer Science, Engineering or relevant curriculum required or equivalent combination of education and experience sufficient to successfully perform the essential functions of the job. 6 years relevant business / technical experience to include three (3) years specific reporting, data analytics, or related technical development / deployment experience. Master's Degree may be used to offset one (1) year of experience; PhD may offset two (2) years of experience.

    Position Purpose :

    This is a data and analytics development role within the Gulfstream Business Technology organization for the Enterprise Reporting team. This role directly supports the suite of Gulfstream Enterprise Reporting applications. Responsible for developing requirements, solution development, testing, deployment, and support of enterprise reporting solutions.

    Job Description

    Principle Duties and Responsibilities :

    Essential Functions :

  • Engages stakeholders and technology users in identifying, analyzing, and documenting business requirements.
  • Ensures applications processes are followed consistently and are in compliance with applicable policies, procedures, standards, etc.
  • Performs normal administration tasks and system maintenance for reporting and data analytics applications and solutions.
  • Documents, develops, tests, deploys, and supports reporting and data analytics development using a variety of technical tools in support of business requirements.
  • Additional Functions :

  • Conducts briefings and participates in technical meetings concerning specific projects or other activities. .
  • Perform other duties as assigned.

    Other Requirements :

  • Experience with Agile development methodology and working on an agile team preferred.
  • Demonstrated understanding of software development lifecycle methodologies (SDLC).
  • Experience in conducting testing including design and execution of test cases.
  • Demonstrated capability to understand data structures and create effective visualizations and reports that drive business insight and value.
  • Excellent presentation design and delivery skills.
  • Ability to lead / facilitate cross-functional teams and meetings.
  • A credit history check from a national credit bureau will be conducted for all candidates for this position including new hires and current employees seeking promotion or transfer.This job requires one to be able to read, write, speak, and understand the English language.

    Additional Information

    Requisition Number : 230960

    Category : Information Systems

    Percentage of Travel : Up to 25%

    Shift : First

    Employment Type : Full-time

    Posting End Date : 02 / 25 / 2026

    Equal Opportunity Employer / Individuals with Disabilities / Protected Veterans

    Gulfstream does not provide work visa sponsorship for this position, unless the applicant is a currently sponsored Gulfstream employee.

    Legal Information | Site Utilities | Contacts | Sitemap

    Copyright © 2025 Gulfstream Aerospace Corporation. All Rights Reserved. A General Dynamics Company .

    Gulfstream Aerospace Corporation, a wholly-owned subsidiary of General Dynamics (NYSE : GD), designs, develops, manufactures, markets, services and supports the world's most technologically-advanced business jet aircraft

    Create a job alert for this search

    Reporting Developer III Data Scientist • Savannah, GA, US

    Similar jobs
    Lecturer Information Systems and Analytics

    Lecturer Information Systems and Analytics

    InsideHigherEd • Savannah, Georgia, United States
    Full-time +1
    Lecturer Information Systems and Analytics.Join Our Team at Georgia Southern!.Georgia Southern is a dynamic university with three vibrant campuses in Hinesville, Savannah and Statesboro serving the...Show more
    Last updated: 20 hours ago • Promoted • New!
    Online Survey Participant : Work Remote and Earn Up To $25 Per Survey

    Online Survey Participant : Work Remote and Earn Up To $25 Per Survey

    Earn Haus • Port Wentworth, GA, US
    Remote
    Full-time +1
    Looking for people to participate in taking online surveys for Fortune 500 brands.All you need to do is complete online surveys by sharing your opinion. You will help influence brand decisions on se...Show more
    Last updated: 30+ days ago • Promoted
    Remote Investment Analyst – AI Trainer ($50-$60 / hour)

    Remote Investment Analyst – AI Trainer ($50-$60 / hour)

    Data Annotation • Wilmington Island, Georgia
    Remote
    Full-time +1
    We are looking for a finance professional to join our team to train AI models.You will measure the progress of these AI chatbots, evaluate their logic, and solve problems to improve the quality of ...Show more
    Last updated: 16 days ago • Promoted
    Remote Financial Analyst - AI Trainer ($50-$60 / hour)

    Remote Financial Analyst - AI Trainer ($50-$60 / hour)

    Data Annotation • Savannah, Georgia
    Remote
    Full-time +1
    We are looking for a finance professional to join our team to train AI models.You will measure the progress of these AI chatbots, evaluate their logic, and solve problems to improve the quality of ...Show more
    Last updated: 16 days ago • Promoted
    Remote FP&A Manager – AI Trainer ($50-$60 / hour)

    Remote FP&A Manager – AI Trainer ($50-$60 / hour)

    Data Annotation • Port Wentworth, Georgia
    Remote
    Full-time +1
    We are looking for a finance professional to join our team to train AI models.You will measure the progress of these AI chatbots, evaluate their logic, and solve problems to improve the quality of ...Show more
    Last updated: 17 days ago • Promoted
    Remote Medical Scribe

    Remote Medical Scribe

    Scribe-X • Savannah, GA, US
    Remote
    Full-time
    Scribe-X offers unparalleled clinical experience and preparation for medical school.Receive extensive paid training that will help you master EMR systems and patient documentation procedures.Develo...Show more
    Last updated: 30+ days ago • Promoted
    Class A Intermodal Truck Driver - Home Daily - Closed SAP Ok

    Class A Intermodal Truck Driver - Home Daily - Closed SAP Ok

    DriveLine Solutions • Savannah, GA, US
    Full-time
    Class A Intermodal Solo Truck Driver - SAP OK - Home Daily.Within : 45 Miles of Savannah, GA.Home Daily - Must be ok with occasional overnight when issues happen. Hauling Intermodal Containers within...Show more
    Last updated: 12 hours ago • Promoted • New!
    Bilingual Medical Scribe (Remote with Sign-on Bonus)

    Bilingual Medical Scribe (Remote with Sign-on Bonus)

    Scribe-X • Savannah, GA, US
    Remote
    Full-time
    SIGN-ON BONUS FOR FLUENT SPANISH-SPEAKERS!.Scribe-X offers unparalleled clinical experience and preparation for medical school. Receive extensive paid training that will help you master EMR systems ...Show more
    Last updated: 30+ days ago • Promoted
    Verifier

    Verifier

    DarkHorse Express Solutions Inc. • Savannah, GA, US
    Full-time
    Join Our Team as a Warehouse Verifier!.Are you detail-oriented and ready to play a key role in keeping our warehouse running smoothly? We’re looking for a motivated Warehouse Verifier to help...Show more
    Last updated: 23 days ago • Promoted
    DATA ENGINEER

    DATA ENGINEER

    Goodwill Southeast Georgia • Savannah, GA, US
    Full-time
    This role supports enterprise-wide data initiatives, enabling strategic decision-making and performance optimization.The Data Engineer will focus on centralizing data from multiple sources, develop...Show more
    Last updated: 30+ days ago • Promoted
    Administrative Assistant II

    Administrative Assistant II

    InsideHigherEd • Savannah, Georgia, United States
    Full-time +1
    Georgia Southern University is the state's largest and most comprehensive center of higher education south of Atlanta.With nearly 150 degree programs at the bachelor's, master's and doctoral levels...Show more
    Last updated: 20 hours ago • Promoted • New!
    Hiring : Part-Time Research Participants (Pay up to $3,000 / study)

    Hiring : Part-Time Research Participants (Pay up to $3,000 / study)

    Maxion • Savannah, GA, US
    Full-time +2
    Want to make extra money on YOUR schedule? Join our exclusive list of research study participants and start earning extra income today! Perfect for anyone seeking remote, part-time, or temporary wo...Show more
    Last updated: 23 days ago • Promoted
    Student Assistant - Mathematical Sciences - Elementary Mathematics Content Developer (Spring 2026)

    Student Assistant - Mathematical Sciences - Elementary Mathematics Content Developer (Spring 2026)

    InsideHigherEd • Savannah, Georgia, United States
    Part-time
    Student Assistant - Mathematical Sciences - Elementary Mathematics Content Developer (Spring 2026).Georgia Southern University is the state's largest and most comprehensive center of higher educati...Show more
    Last updated: 20 hours ago • Promoted • New!
    Remote Data Entry & Survey Job – Earn Extra Income Online, Up to $25 Per Survey

    Remote Data Entry & Survey Job – Earn Extra Income Online, Up to $25 Per Survey

    Earn Haus • Savannah, GA, US
    Remote
    Full-time +1
    We are urgently looking for people interested in taking online surveys for Fortune 500 brands.If you are a self-starter, looking for flexible hours throughout the week, this may be for you! Earn up...Show more
    Last updated: 23 days ago • Promoted
    IT Business Analyst, Intermediate

    IT Business Analyst, Intermediate

    InsideHigherEd • Savannah, Georgia, United States
    Full-time +1
    IT Business Analyst, Intermediate.Georgia Southern University is the state's largest and most comprehensive center of higher education south of Atlanta. With nearly 150 degree programs at the bachel...Show more
    Last updated: 20 hours ago • Promoted • New!
    Store Scanning Specialist

    Store Scanning Specialist

    RDSolutions formerly RetailData • Savannah, GA, US
    Part-time
    The retail industry continues to see unprecedented dynamics as it pivots to a true omni-channel shopping experience.Informed retailers are succeeding, and RDSolutions is providing them with the con...Show more
    Last updated: 10 days ago • Promoted
    Remote Senior Data Scientist - AI Trainer

    Remote Senior Data Scientist - AI Trainer

    SuperAnnotate • Wilmington Island, Georgia, US
    Remote
    Full-time
    As a Senior Data Scientist, you will work remotely on an hourly paid basis to review AI-generated analytical reasoning, code, and model outputs, as well as generate high-quality reference solutions...Show more
    Last updated: 16 days ago
    Utility Locator

    Utility Locator

    USIC • Savannah, GA, US
    Full-time
    Are you an outdoor enthusiast who enjoys independent field work and is looking to jump start your career? If you are a quality-conscious, safety focused, hard-working individual, then consider an e...Show more
    Last updated: 13 days ago • Promoted