AI/ML - Data Scientist

Job Code: R&I-0223-001

Location: Pune

Position: AI/ML - Data Scientist

Experience: 2+ years

Required Skills: AI/ML, Generative design, Python, C++

Good to have skills: R, MLOps

Qualification: B.E. (Computers/IT/Mechanical/Civil)

Female candidates preferred.

Job Responsibilities:

Understand a problem statement and implement analytical solutions techniques
Work with stakeholders throughout the organization to identify opportunities for leveraging company/client data to drive business solutions
Conceptualize, design, and deliver high-quality solutions and insightful analysis
Conduct research and prototyping innovations; data and requirements gathering; solution scoping and architecture; consulting clients and client-facing teams on advanced statistical and machine learning problems
Collaborate and coordinate with different functional teams (engineering and product development) to implement models and monitor outcomes
Deliver AI/ML-based solutions around a host of domains and problems, with some of them being Customer Segmentation Targeting, Propensity Modeling, Churn Modeling, Lifetime Value Estimation, Forecasting, Recommender Systems, Modeling Response to Incentives, Marketing Mix Optimization, and Price Optimization

Required Skills & Experience:

2+ years of expert-level proficiency in Data Science, Machine Learning, Python, C++, and R Programming
Should have a basic understanding of AutoCAD tools, CADworks, etc.
Ability to create efficient solutions to complex problems. Strong skills in data structures and machine learning algorithms
Experience working on end-to-end data science pipeline: problem scoping, data gathering, EDA, modeling, insights, visualizations, monitoring, and maintenance
Problem-solving: Ability to break the problem into small parts and apply relevant techniques to drive required outcomes
Intermediate to advanced knowledge of machine learning, probability theory, statistics, and algorithms. You will be required to discuss and use various algorithms and approaches on a daily basis
Experience in deep learning and generative design in AEC domain
Fast learner: ability to learn and pick up a new language/tool/platform quickly

Good to Have:

Experience in Revit API 2021 or 2023 will be added advantage
Experience in one of the upcoming technologies like deep learning, NLP, image processing, recommender systems, etc.
Experience working in AEC domain
Knowledge of geometry concepts and linear algebra

Reporting To: Head of Research and Innovation

Please send your resume to careers@neilsoft.com with the job code in the subject line.

Share the page