Business RequirementsData AnalyticsData QualityData ScienceDatasetsExploratory Data AnalysisModel SelectionPresentationsTechnical Presentations
Junior (1-2 years) - Mid-level (3-4 years)
United States
Brown and Caldwell is the largest engineering consulting firm solely focused on the U.S. environmental sector
2370+ employees
EnvironmentalConstructionEngineeringConsulting
Role
Who you are
Bachelor’s, Master’s, or Ph.D. in Civil/Environmental Engineering, Environmental Science, or related field with focus on water resources, water treatment, and/or wastewater treatment
Bachelor’s, Master's, or Ph.D. in Computer Science, Data Science, Engineering, or related field with focus on machine learning, artificial intelligence, or data science coursework and/or research
2+ years experience in developing and deploying machine learning models and data-driven solutions
Advanced knowledge of statistics, data preprocessing, exploratory data analysis, feature engineering, and model selection
Strong programming skills in Python and R and proficiency in relevant libraries and frameworks like TensorFlow, MLFlow, PyTorch, scikit-learn, DARTS, RLLib
Knowledge of software engineering principles, version control, and writing clean, maintainable, and scalable code with CI/CD experience
Experience with large datasets, databases, and data integration from various sources
Experience optimizing and tuning ML algorithms with standard search methods and advanced automatic ML tuning methods
Experience detecting and mitigating bias and unfairness in ML algorithms
Experience with Gen AI infrastructure, LLM, and applying generative models to solve problems
Familiarity with geospatial data processing and analysis tools
Knowledge of water/wastewater treatment processes, asset management principles, and environmental engineering concepts
Strong problem-solving abilities and translating business requirements into technical solutions
Excellent communication skills to collaborate with cross-functional teams and present findings to different stakeholders
Strong sense of innovation and staying updated with advancements in machine learning and environmental engineering
Desirables
Familiarity with geospatial data processing and analysis tools
Knowledge of water/wastewater treatment processes, asset management principles, and environmental engineering concepts
What the job involves
Join a team of data scientists and data engineers working on modern data-driven solutions for the water and wastewater industry
Develop and deploy machine learning models for extracting insights from various data sources
Collaborate with cross-functional teams to enhance data quality and integrity and develop algorithms for predictive maintenance and process optimization
Brown and Caldwell is a full-service environmental engineering and construction firm dedicated to providing innovative and sustainable solutions to complex water and environmental challenges. With over 1,600 professionals across 52 locations, we specialize in serving municipal, federal, and private clients, ensuring the highest standards of quality and service.