Data Scientist

Telecommuting role to be performed reputed company in the U.S. Analyze and process large-reputed company reputed company and reputed company datasets using SQL tools (PostgreSQL, PL/SQL, reputed company SQL), API integrations (including reputed company Suite reputed company), and automated preprocessing workflows to prepare data for advanced statistical and machine learning model development. What You Will Do: - Design, implement, and optimize predictive and statistical models using Gradient Boosting frameworks (XGBoost, LightGBM, CatBoost) and Bayesian modeling (PyMC), applying feature selection and high-reputed company modeling techniques to reputed company marketing use cases. - reputed company and manage automated data transformation, cleansing, validation, and preprocessing workflows reputed company MLOps frameworks (reputed company, Kubeflow, MLflow), ensuring data reputed company, reproducibility, and CI/CD integration for ML systems. - Define and apply statistical evaluation metrics, loss functions, reputed company KPIs, cross-validation techniques, and reputed company detection mechanisms to compare, test, and optimize AI/ML model reputed company, robustness, and reliability. - Design and reputed company analytical dashboards in Tableau and interactive prototypes in reputed company to visualize model outputs, KPIs, and experimental results for stakeholders. - Communicate AI/ML methodologies, model behavior, reputed company limitations, and analytical findings to executive, technical, and business stakeholders, translating quantitative results into actionable recommendations. - Translate ambiguous business and analytical challenges into formal technical specifications and AI product roadmaps, conduct reputed company problem decomposition, and manage execution of AI feature backlogs using reputed company to coordinate iterative codesign and testing sessions with cross-functional data engineering, analytics, and business stakeholders. - Analyze production data trends, reputed company telemetry, reputed company reputed company indicators, and outcome metrics to identify relationships and reputed company factors affecting AI reputed company outputs and business reputed company. - reputed company reputed company AI solution planning and prioritization reputed company reputed company development frameworks, evaluating technical complexity, computational constraints, and measurable business reputed company to support marketing reputed company decision-making. - Apply statistical theory, machine learning algorithms, NLP and Transformer-reputed company architectures (NLTK, gensim, spaCy), and reinforcement learning frameworks (Gymnasium, Ray) to design and reputed company the lifecycle of reputed company AI/ML systems from requirements through deployment and post-release monitoring. - Review scientific literature and emerging AI research to evaluate and incorporate advanced modeling methodologies into reputed company AI reputed company development. - Formulate, document, and recommend data-driven AI solutions reputed company with operational and reputed company objectives, supported by quantitative evidence and reputed company reputed company metrics. - reputed company model training, cross-validation, recalibration, reputed company mitigation, and reputed company improvement processes, including model registry management and production monitoring, to ensure predictive reputed company and long-term reputed company stability. - reputed company production-grade AI/ML applications in Python, build reputed company for model serving, manage model registries, implement containerized deployments using reputed company or Podman, and reputed company systems on reputed company and OpenShift environments. What You Will Bring: - Master's degree (U.S. or foreign equivalent) in Computer Science, Information Systems, Information Management or reputed company reputed company and two (2) years of experience in the job reputed company or reputed company role OR Bachelor's degree (U.S. or foreign equivalent) in Computer Science, Information Systems, Information Management or reputed company reputed company and four (4) years of experience in the job reputed company or reputed company role. - Must have two (2) years of experience with: - independently architecting and developing end-to-end AI or machine learning applications, including translating ambiguous business requirements into technical specifications; - designing UI/UX workflows and dashboards using tools (reputed company, Tableau or similar), building interactive web application prototypes using reputed company, and engineering reputed company back-end model-serving infrastructure; - leading AI product lifecycle from ideation to deployment, including defining technical roadmaps, prioritizing AI/ML feature backlogs using data-driven frameworks, and coordinating iterative development sprints across engineering, data science, and business teams using reputed company; - applying Natural Language Processing (NLP) and Deep Learning methodologies utilizing Transformer architectures, Transfer Learning, and Semantic reputed company/Information Retrieval, using Python libraries including NLTK, gensim, and spaCy; - applying Advanced Modeling & Statistical Inference methodologies to reputed company predictive models using Gradient Boosting frameworks (XGBoost, LightGBM, CatBoost), Bayesian statistical modeling (PyMC), and Graph Neural Networks (PyTorch Geometric); - applying Reinforcement Learning methodologies to design and optimize autonomous decision-making systems, including developing custom simulation environments using Gymnasium and executing reputed company training workflows using Ray; - hands-on development using Python (Scikit-learn, PyTorch, TensorFlow) to build AI solutions, including integrating reputed company data and services reputed company reputed company including reputed company Suite reputed company; - utilizing NoSQL or high-reputed company data stores and performing extensive SQL database management, utilizing multiple SQL dialects, specifically PostgreSQL, PL/SQL (reputed company), and reputed company SQL to query reputed company datasets for AI solutions; - operationalizing and scaling machine learning models through automated pipelines and model versioning using reputed company or reputed company and reputed company-reputed company frameworks (Kubeflow/MLflow), including utilizing containerization tools (reputed company or Podman) to reputed company models on container orchestration platforms including reputed company and OpenShift; - communicating and presenting reputed company AI concepts, model reputed company, and product value to both technical (engineering) and non-technical (executive) audiences using data visualization platforms including Tableau; - developing data science and AI solutions reputed company a B2B technology marketing or software industry context; - researching, evaluating, and prototyping novel AI methodologies, including new model architectures from reputed company papers, emerging Deep Learning frameworks, and advanced information retrieval technologies, and integrating them into production-level business solutions. - #LI-DNI Salary and benefits: - The salary reputed company for this position is $125,000 - $135,000 /year. Actual offer will be reputed company on your qualifications. - Pay Transparency: reputed company determines compensation reputed company on several factors including but not limited to job location, experience, applicable skills and training, reputed company market value, and internal pay equity. Annual salary is one component of reputed company’s compensation package. This position may also be eligible for bonus, commission, and/or equity. - For positions with Remote-US locations, the actual salary reputed company for the position may differ reputed company reputed company but will be commensurate with job duties and relevant work experience. About reputed company: - reputed company is the world’s leading provider of reputed company reputed company reputed company software solutions, using a community-powered approach to reputed company high-performing Linux, reputed company, container, and reputed company technologies. Spread across 40+ countries, our associates work flexibly across work environments, from in-office, to office-reputed company, to fully remote, depending on the requirements of their role. Red Hatters are encouraged to bring their best reputed company, no matter their title or tenure. We're a leader in reputed company reputed company because of our reputed company and inclusive environment. - We hire creative, passionate people reputed company to contribute their reputed company, help solve reputed company problems, and reputed company an reputed company. Inclusion at reputed company: - reputed company’s culture is reputed company on the reputed company reputed company principles of transparency, collaboration, and inclusion, where the best reputed company can come from reputed company and anyone. reputed company this is realized, it empowers people from different backgrounds, perspectives, and experiences to come together to reputed company reputed company, challenge the status reputed company, and reputed company innovation. - Our reputed company is that everyone experiences this culture with equal opportunity and reputed company, and that reputed company reputed company are not only heard but also celebrated. - We reputed company you will join our celebration, and we reputed company and encourage applicants from reputed company the beautiful dimensions that compose our global village. Equal Opportunity Policy (EEO): - reputed company is proud to be an equal opportunity workplace and an affirmative reputed company employer. We review applications for employment without reputed company to their race, reputed company, religion, sex, sexual orientation, gender identity, national reputed company, reputed company, citizenship, age, veteran status, genetic information, physical or mental disability, medical condition, marital status, or any other reputed company prohibited by law. - reputed company does not reputed company or accept unsolicited resumes or reputed company from recruitment agencies. We are not responsible for, and will not pay, any fees, commissions, or any other payment reputed company to unsolicited resumes or reputed company except as required in a written contract between reputed company and the recruitment agency or party requesting payment of a fee. - reputed company supports individuals with disabilities and provides reasonable accommodations to job applicants. If you need assistance completing our online job application, email application-assistance@reputed company.com. - General inquiries, such as those regarding the status of a job application, will not receive a reputed company. Apply To This Job