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Data Scientist - Artificial Intelligence / Machine Learning

Data Scientist - Artificial Intelligence / Machine Learning

TEAM GEEK SOLUTIONS PRIVATE LIMITEDPune
2 days ago
Job description

About the Role :

We are seeking a skilled and innovative Data Scientist to join our AI and Machine Learning team. In this role, you will focus on researching, developing, and deploying AI models and machine learning solutions. You will work with large datasets, apply statistical and ML techniques, and build scalable AI-driven systems to solve complex business problems.

Key Responsibilities :

  • Analyze large and complex datasets to derive actionable insights.
  • Design, develop, and deploy end-to-end AI / ML solutions.
  • Build and fine-tune predictive models using supervised, unsupervised, and reinforcement learning techniques.
  • Collaborate with cross-functional teams to integrate AI models into applications and systems.
  • Implement and monitor scalable data pipelines and model deployment processes.
  • Apply modern testing strategies and prompt engineering in AI model design.
  • Leverage Azure and MLOps tools to manage workflows and ensure reproducibility.
  • Stay up to date with advancements in AI / ML, NLP, and deep learning frameworks.

Required Skills : Proficient in :

Languages & Frameworks :

  • Python, R, FastAPI
  • Azure UI Search API (React)
  • Cloud & DevOps :

  • Azure Cloud (Basics), Azure DevOps
  • GitLab & GitLab Pipelines
  • Ansible, REX for deployments
  • Databases & ETL :

  • Cosmos DB (API for MongoDB)
  • Azure Data Factory, Databricks
  • Machine Learning & AI :

  • Data mining, data cleaning, and preprocessing
  • Supervised and unsupervised learning techniques
  • NLP techniques and deep learning architectures (RNNs, Transformers)
  • AI integration, deployment, and solution delivery
  • PyTorch and MLOps frameworks
  • Monitoring data pipelines and model performance
  • Data Science & Testing :

  • Prompt engineering
  • Modern testing frameworks for AI systems
  • Expert-level Skills (in addition to the above) :

    AI & Language Models :

  • Azure OpenAI Services
  • GPT family models (GPT-3, GPT-4, GPT-4o)
  • Embeddings and vector search
  • Deep Learning & ML Algorithms :

  • Advanced expertise in TensorFlow and PyTorch
  • Reinforcement learning
  • Deep understanding of ML algorithms and architectures
  • Mathematics & Statistics :

  • Strong foundation in linear algebra, calculus, probability, and statistics
  • Statistical and probabilistic modeling
  • Data Engineering & Big Data :

  • Azure Storage Accounts
  • Spark, Hive
  • Analytics & Visualization :

  • Pandas, NumPy, SQL
  • Data visualization tools : Matplotlib, Seaborn, Tableau
  • AI-driven analytics and decision-making systems
  • Preferred Qualifications :

  • Bachelors / Masters / PhD in Computer Science, Data Science, Applied Mathematics, or related fields.
  • Experience working with large-scale, real-time AI / ML applications.
  • Published work in AI / ML conferences or open-source contributions is a plus.
  • ref : hirist.tech)

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