Data Science Architect

Year    Pune, Maharashtra, India

Job Description


Position Title: Data Science ArchitectQualifications: Master's degree in Data Science, Computer Science, or a related field.
Experience: 4+ YearsJob Location: PuneJob Summary:Our client are seeking an innovative and highly skilled Data Scientist with 2-4 years of experience in cutting-edge machine learning and AI solutions. The ideal candidate will demonstrate a strong foundation in classical machine learning, advanced time series analytics, and proficiency in implementing state-of-the-art Generative AI and multimodal models. Expertise in migrating ML workflows (e.g., SageMaker to Databricks), leveraging the Databricks Lakehouse Platform, and deploying solutions on Azure ML is essential.:

  • Define end-to-end architectures for data science and ML projects, ensuring scalability and performance.
  • Develop advanced solutions using transformer-based architectures and deep neural networks, catering to text, vision, and multimodal datasets.
  • Lead migrations of ML models (e.g., from SageMaker to Databricks) while ensuring performance, cost-efficiency, and adherence to best practices.
  • Design and architect solutions leveraging Generative AI models and multimodal AI to solve real-world business challenges.
  • Optimize model deployment workflows, ensuring reliability and scalability.
  • Engage in client discussions to gather requirements and present data science capabilities.
  • Develop technical proposals, PoCs, and demonstrations to drive sales engagements.
  • Work closely with engineering teams to guide development workflows aligned with architectural strategies.
  • Stay at the forefront of AI advancements, particularly in deep learning, transformers, and emerging AI technologies.
  • Provide expertise in Databricks and Azure services, optimizing workflows and deployments.
  • Evaluate emerging technologies and recommend tools to enhance the solution portfolio.
Key Skills: Required Skills Set:
  • 4+ years of experience in data science, machine learning, and AI projects.
  • Strong expertise in classical ML, time series, and modern AI techniques
  • Strong expertise in transformer architectures and their applications in NLP and multimodal AI.
  • Experience with deep learning frameworks and libraries.
  • Proven ability to design and train neural networks, including CNNs, RNNs, LSTMs, and advanced transformer-based architectures.
  • Experience in Generative AI (e.g., GPT, LLAMA) and multimodal AI models.
  • Knowledge of Databricks for ML pipelines, model monitoring, and scalable data workflows.
  • Strong experience with Azure AI/ML services, deployment pipelines, and optimization techniques.
  • Demonstrated success in migrating and optimizing ML models.
  • Knowledge of MLOps, including CI/CD for ML models and cloud-native deployments.
  • Proficiency in pre-sales activities, including proposal creation and stakeholder management.
  • Hands-on programming expertise in Python.
Preferred Skills Set:
  • Familiarity with MLOps frameworks and CI/CD pipelines.
  • Proficiency in managing large-scale data processing and hands-on experience with big data tools like Apache Spark or Delta Lake.
  • Experience in data visualization tools like Power BI, Tableau
  • Exposure to edge AI solutions and deployment strategies for low-latency environments.
  • Certifications in Databricks, Azure AI, or Generative AI models.
  • Experience with cloud platforms like AWS, GCP, or multi-cloud strategies.
  • Strong communication and client interaction skills for pre-sales engagements.
Location: Pune
Required Experience: 4-10 yrs
Positions: 1
Contact Person: Jobs Admin
Email ID: jobs@tmservices.co.in
Qualification:
TMS Spoc:
CTC ( What client is offering):

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Job Detail

  • Job Id
    JD3596371
  • Industry
    Not mentioned
  • Total Positions
    1
  • Job Type:
    Full Time
  • Salary:
    Not mentioned
  • Employment Status
    Permanent
  • Job Location
    Pune, Maharashtra, India
  • Education
    Not mentioned
  • Experience
    Year