Clayco · 2 days ago
Data Scientist
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Insider Connection @Clayco
Responsibilities
Leverage an excellent understanding of the business operations to identify challenges and opportunities from business stakeholders and align them with available data.
Identify the relevant stage/source of data within the business process and curate and QA the necessary data using engineering skills.
Perform quantitative and qualitative analysis to solve business challenges and identify actionable insights.
Develop and validate AI/ML models, deploy them to production, and monitor their technical and business performance.
Apply causal inference techniques to estimate the effect of changes on relevant outcomes using experimental or non-experimental data.
Assess the performance of data science solutions and define metrics to track and monitor performance and benefits to the company.
Adhere to clean and reproducible programming practices, ensuring documentation for both technical and business audiences.
Collaborate with project management teams to translate business requirements into detailed technical requirements.
Create and utilize detailed test plans to evaluate data science efforts and gain alignment with business partners.
Qualification
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Required
Bachelor's or Master's degree in Data Science, Statistics, Computer Science, or a related field.
3+ years of applied experience in a professional setting, with a focus on data science and analytics.
Strong proficiency in SQL, Python, Spark, Scala, and R programming languages.
Experience working with structured and non-structured data sources to build models.
Knowledge of AI/ML modeling techniques and ability to engineer features based on a deep understanding of the business process.
Familiarity with causal inference methodologies and non-parametric strategies.
Proficiency in platforms such as Snowflake, Tableau, DOMO, and AutoML Platforms.
Excellent verbal and written communication skills, with the ability to effectively communicate complex concepts to technical and non-technical stakeholders.
Strong documentation skills for technical and business audiences.
Resilience and adaptability to overcome challenges and deliver high-quality results.
Ability to develop and maintain detailed business knowledge to drive data-driven decision-making.
Benefits
Medical, Dental, and Vision Plans
401k
Generous PTO and Paid Company Holidays
Employee Assistance Program
Flexible Spending Accounts
Life Insurance
Disability Coverage
Learning & Development Programs
Company
Clayco
Clayco is a full-service, turnkey real estate development, master planning, architecture, engineering and construction firm.
H1B Sponsorship
Clayco has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2023 (29)
2022 (20)
2021 (21)
2020 (21)
Funding
Current Stage
Late StageLeadership Team
Recent News
Crain's Chicago Business
2024-04-10
Chicago Tribune
2024-04-10
The Business Journals
2024-04-10
Company data provided by crunchbase