Senior Machine Learning Engineer

Vconstruct; Nagpur District, Pune District; On-site; INR 2,500,000 - 4,500,000; Full time

Job summary

vConstruct, a Pune-based international engineering and construction services firm, seeks a Senior Machine Learning Engineer to join the Data Science and Analytics team. The role covers building end-to-end AI/ML solutions, deploying production pipelines, and delivering measurable business impact across construction domains.

You will work with engineering, product, and domain teams to translate problems into scalable, hybrid AI approaches, from experimentation to deployment and monitoring.

Qualifications

• 4+ years of experience building ML/AI solutions.

Responsibilities

• Understand business problems, define measurable success criteria.

Skills

Python

SQL

ML/AI

Problem solving

Communication

Tools

scikit-learn

PyTorch

TensorFlow

Azure

Containerization

Job description

vConstruct, a Pune based international engineering and construction services firm seeks a Senior Machine Learning Engineer for their Data Science and Analytics team which is a tight-knit group of analysts and engineers that support all data aspects of business.

About the Role

We are looking for a Senior Machine Learning Engineer who can turn complex business challenges into practical, scalable solutions. This role requires strong problem-solving ability across the AI and machine learning landscape. Depending on the problem, the right solution may involve predictive machine learning, Generative AI, computer vision, statistical methods, optimization, or a combination of approaches. You will work closely with engineering, product, and construction-domain teams to take solutions from problem definition and experimentation through production deployment and measurable business impact.

What Youll Do

• Understand business problems, identify root causes, and define measurable success criteria.
• Select the right technical approach based on the problemnot a preferred technology.
• Build end-to-end AI and ML solutions, from data exploration and experimentation to deployment and monitoring.
• Develop solutions using classical machine learning, deep learning, LLMs, computer vision, forecasting, anomaly detection, and optimization, as relevant.
• Build reliable production systems, APIs, data pipelines, evaluation frameworks, and monitoring capabilities.
• Evaluate solutions against business outcomes, model performance, reliability, latency, scalability, and cost.
• Collaborate with software engineers, data engineers, product teams, and domain experts.
• Provide technical direction, review implementations, and mentor team members.

What We're Looking For

• 4+ years of experience building machine learning, AI, data science, or intelligent software solutions.
• Proven experience solving ambiguous, real-world problems and delivering solutions into production.
• Strong programming and software engineering skills, particularly in Python.
• Solid foundation in machine learning, statistics, experimentation, and model evaluation.
• Experience across multiple areas such as predictive ML, Generative AI, NLP, computer vision, forecasting, or optimization.
• Hands-on experience with ML frameworks such as scikit-learn, PyTorch, or TensorFlow.
• Experience building production ML pipelines, APIs, containerized services, and cloud-based solutions.
• Strong SQL and data analysis skills.
• Practical understanding of LLMs, RAG, agents, evaluation, guardrails, and their appropriate use cases.
• Ability to explain technical decisions and trade-offs to both technical and business stakeholders.

Preferred Qualifications

• Experience with Azure or other major cloud platforms.
• Experience working with structured, unstructured, visual, time-series, or multimodal data.
• Exposure construction, engineering, manufacturing, or other operationally complex industries.
• Experience mentoring engineers or leading technical solution design.

Location:

Pune / Nagpur

What Success Looks Like

Success in this role means consistently applying the right combination of data, engineering, and AI to solve meaningful problems—and delivering solutions that are usable, reliable, scalable, and measurable.

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.VConstruct has 100+ team members working on Software Development, Data Analytics, Data Engineering and AI/ML. We have matured Data Science practice and growing at accelerated pace. 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