Data Science and Analytics (DSA)

Senior ML Developer

Pune, Maharashtra
Work Type: Full Time

vConstruct, a Pune based international engineering and construction services firm seeks a Data

Science Developer 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.

This is a senior technology role in AI/ML space in a fast-paced delivery organization supporting regulatory compliance. This position is part of AIML Global Technology team and will work closely with data scientists, ML professionals, project managers, architecture teams and other stakeholders. The individual will be responsible for design, development and deployment of ML based solutions at an enterprise scale to support business use cases.

The individual should also be able to own projects end to end, provide technical expertise and be responsible for successful execution of the projects running in AML monitoring space.


  • Providing end-to-end solution, starting from understanding the requirements, creating research proposals, implementation of the research by exploring different methods and algorithms, documenting and presenting results.
  • Use analytical and statistical methods, programming and data modeling to analyze large amounts of data and come up with actionable insights.
  • Generate and test hypotheses, designing experiments to answer targeted questions of advanced complexity
  • Having good hands-on Document (PDF, Excel, Word etc) extraction using Text Extraction Algorithms with Deep Learning/ Advanced Deep Learning or NLP Techniques.
  • Contribute to the team in various aspects – knowledge sharing, guidance to more junior members, contribute to shared code library, establish best practices and methodologies.
  • Take ownership of your tasks and have end to end responsibility from planning stage to presenting results
  • Quick grasping of business use cases and anticipating risks after ML implementations.
  • Query optimizations, Quality checking of Developers scripts, optimizing scripts and directing to use of right libraries would be preferred.
  • Must be well versed with Agile Methodology and ML Dev Ops approaches knowing CICD Pipelines and integrations.
  • Having Data Integration basic exposure and knowledge will be preferred.
  • End – to – End ML Model development to Deployment along with designing ML Architecture for deployments.
  • Image Identification and Extractions would be good to have.
  • Basic Knowledge about Neural Networking, Autoencoders, Deep Generative Models, Reinforced Model Training (part of Computer Vision).


  • At least 6 - 8 years of working experience in development with at least 4+ years of relevant experience in developing AI/ML based solutions
  • At least 4+ years of hands-on data science experience using Python for data analytics, visualization, statistical programming and data mining for problem-solving. Good to have worked on major Document Extraction Projects with various AI Algorithms
  • Proven experience in running end-to-end research POCs from ideas to customer impact solutions including the design, execution, analysis and conclusions of your research, methodologies and outcomes.
  • Excellent understanding of data science, machine learning techniques, algorithms and toolkits to develop scalable solutions for production.
  • Applied quantitative and statistics skills, such as statistical analysis, distributions, multivariate testing, regression, classification and optimization algorithms etc. to design, test, interpret and explain results
  • Familiar with MLOps tools like MLflow or Kubeflow, deep learning frameworks like Tensorflow or Pytorch, Keras etc.


  • Excellent communication skills, ability to explain complex technical concepts and analysis implications to varied audiences.
  • Ability to translate business objectives into actionable analysis.
  • Proven ability to work with teams that are geographically separated
  • Should be a self-starter with a high level of initiative.
  • Willingness to work late in the evening India time on need basis in order to interact with US onshore team.


  • Degree in Machine Learning, Computer Science or relevant qualifications/ Certifications with reliable/ relevant experience suitable for this role

    About vConstruct: 
    vConstruct is a wholly owned subsidiary of DPR Construction and specializes in providing high
    quality Building Information Modeling and Construction Technology services geared towards
    construction projects. vConstruct presently constitutes of five business units: 1. Virtual
    designing and construction 2. Project Control Management 3. Software Development 4.
    Accounting Services for Projects and 5. Data Science and Analytics
    Core Values of vConstruct are:
    • Integrity is Integral
    • People are Pivotal
    • Ever Forward Spirit

    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

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