vConstruct, a Pune based Construction Technology company seeks a Senior Data Scientist for their Data Science and Analytics team which is a tight-knit group of analysts and engineers that support all data aspects of DPR business.
Key Responsibilities:
- Think strategically & collaborate with cross-functional teams to identify business use cases and solutionize with scalable technical solutions.
- Analyze construction project data and develop predictive models using traditional data science methods and Generative AI.
- Apply machine learning algorithms to improve key processes such as project execution, safety, and risk assessment.
- Design, Lead & Own scalable end-to-end development of predictive, ML models, from hypothesis generation to deployment and monitoring.
- Build, validate, and optimize machine learning and statistical models using best-in-class techniques. & QC models developed by Jr. Data Scientists and ML Engg.
- Work closely with Engineering & business team to understand the data, business terms, processes to create, suggest and implement solutions accordingly.
- Stay current with advancements in data science and machine learning to continually enhance the company's data capabilities.
- Use statistical techniques to detect anomalies and optimize operational workflows, ensuring projects are delivered on time and within budget
- Collaborate with product managers and business leaders to drive the implementation of data-driven decisions. Plus to have ability of visualizing insights using BI tools.
Qualification:
- Bachelor’s or Master’s degree in Computer Science, Data Science, Statistics, Mathematics, or a related field.
- 5-8 years of professional experience in data science, machine learning, and analytics, with a proven track record of delivering impactful data-driven solutions.
- Experience working in dynamic, fast-paced environments, with the ability to manage multiple projects simultaneously as well as should be able to do production or work on project personally as required.
- Proven Experience, Strong business acumen and ability to translate technical insights into actionable business strategies & communicate to stakeholders in non-technical way
- Experience working with construction-related data or similar industries (e.g., engineering, manufacturing) is a plus.
- Technical Skills:
- Expertise in programming languages such as Python, R, or Scala.
- Proficiency in machine learning, AI & Statistics frameworks and libraries (e.g., TensorFlow, PyTorch, scikit-learn).
- Strong experience in statistical modeling, predictive analytics, clustering, classification, regression & multi-variate techniques.
- Hands-on experience with data visualization tools (e.g., Tableau, Power BI, Matplotlib).
- Familiarity with cloud platforms (AWS, Azure preferably), knowledge about Azure ML Services & Snowflake would be plus one
- Strong understanding of SQL and working with relational databases.
- Good to have knowledge of NLP(Natural Language Processing) and Computer Vision.
- Familiarity with construction management software (e.g., ACC, Procore, BIM tools) and knowledge of project management methodologies.
About vConstruct :
vConstruct specializes in providing high quality Building Information Modeling and Construction Technology services geared towards construction projects. vConstruct is a wholly owned subsidiary of DPR Construction. For more information, please visit www.vconstruct.com
About DPR Construction:
DPR Construction is a national commercial general contractor and construction manager specializing in technically challenging and sustainable projects for the advanced technology, biopharmaceutical, corporate office, and higher education and healthcare markets. With the purpose of building great things, great teams, great buildings, great relationships—DPR is a truly great company. For more information, please visit www.dpr.com
