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American Bureau of Shipping (ABS) · 1 day ago

Data Scientist II, Senior

Houston, TX

Full-time

Onsite

Senior Level

5+ years exp

American Bureau of Shipping (ABS) is a global leader in marine and offshore classification and innovative safety services. They are seeking a Senior Data Scientist II to analyze complex data, develop algorithms, mentor junior team members, and lead the development of data products to support data-driven decision-making within the organization.

EnergyMarine TransportationNon ProfitRenewable EnergyShipping

No H1B

U.S. Citizen Only

Responsibilities

Apply advanced data science concepts to deliver data-driven digital offerings and insights using Databricks Lakehouse architecture

Utilize modern machine learning methods and domain understanding to support the creation of new products and services, leveraging MLflow for experiment tracking and model lifecycle management

Collaborate with data and analytics teams and cross-functional departments such as digital, services, class, and engineering to build scalable ML solutions and deliver actionable insights

Write independent source code in Python, PySpark, and SQL, validate and test models, and use Databricks Feature Store for consistent feature reuse and governance

Design and implement robust data architectures using Delta Lake and manage data assets securely via Unity Catalog and Azure Data Lake

Combine Agile methodologies with data science practices to build advanced analytics and AI products using Databricks Workflows and Azure ML Pipelines

Develop, test, deploy, and maintain machine learning and AI models using Databricks Runtime for ML, ensuring scalability, performance, and governance

Lead the data-driven decision-making process, from data collection and analysis to implementation and monitoring of solutions using Databricks Jobs, CI/CD pipelines, and Azure DevOps

Support organizational decision-making based on the results of analytics efforts, ensuring traceability and governance via Unity Catalog and Azure Purview

Work independently on data engineering, preprocessing, and preparation tasks using Databricks Notebooks, SQL Warehouses, and Azure Synapse Analytics

Mentor data scientists, ASPIRES, and interns, providing guidance and support in their professional development and technical growth

Evaluate and partner with external customers, vendors, university relations, and other teams to drive innovation and collaboration

Stay current in the field of AI and advanced analytics, with a focus on innovations within the Databricks, Azure, and OpenAI ecosystems, including LLMs, GenAI, and MLOps

Develop and deploy scalable and interpretable data products per business-defined requirements using Databricks Repos, Model Serving, and Azure Machine Learning

Qualification

Machine LearningData SciencePythonAzure Machine LearningDatabricksSQLPySparkDelta LakeAzure DevOpsStatistical AnalysisCommunicationTeam CollaborationMentoringProblem Solving

Required

Bachelor's Degree in Data Science, Information Systems, Computer Science, Engineering or other relevant field with relevant experience

5 or more years of experience in Data Science, Information Systems, Computer Science, Engineering, or other field with relevant experience

Strong written and verbal communications skills

Experienced in working with cross-functional teams to understand business challenges and deliver data-driven solutions

Proficient in machine learning, data mining, statistical analysis, and applied AI methods using Databricks, Azure ML, and Dataiku

Skilled in developing scalable ML solutions and translating analytics into business impact

Advanced proficiency in Python, PySpark, SQL, and tools such as Jupyter, VS Code, and MLflow

Experience with database technologies and architectures including Delta Lake, Azure Data Lake, SQL Warehouses, and Synapse Analytics

Hands-on experience with AutoML platforms such as Dataiku, and familiarity with Azure AutoML

Deep understanding of Azure Cloud resources, including Azure Machine Learning, Azure DevOps, Azure Cognitive Search, and Azure OpenAI

Familiarity with Generative AI solutions, Large Language Models, and NLP frameworks like Hugging Face Transformers

Ability to develop a working knowledge of ABS Rules, Guides, statutory regulations, and related instructions, as well as the ABS Employee Safety Policy

Preferred

Master's Degree in Data Science, Data Analytics, Information Systems, Computer Science, Engineering or other relevant field

1 or more years of work experience as a Sr Data Scientist, demonstrating leadership on projects involving applied AI and Machine Learning

Career Essentials in Generative AI by Microsoft and LinkedIn

Build Your Generative AI Productivity Skills with Microsoft and LinkedIn

Azure AI Fundamentals

Azure Data Scientist Associate

Azure AI Engineer Associate/Databricks Certification

Benefits

Medical insurance (PPO and HD)

Dental and vision insurance

Health Savings Account (HSA)

Flexible Savings Account (FSA)

Life insurance

Accidental death and dismemberment insurance

Disability leave programs

Parental leave program

Paid holidays

Paid vacation time

Employee Assistance Plan (EAP)

401K plan with a generous company match

Company

American Bureau of Shipping (ABS)

Glassdoor3.7

Since its founding in 1862, ABS has been committed to setting standards for safety and excellence as one of the world’s leading ship classification organizations.

Founded in 1862

Houston, Texas, USA

5001-10000 employees