Compass
Compass
Compass एक रियल एस्टेट और मीडिया कंपनी है, जिसका उद्देश्य लोगों को आवास बाज़ार को समझने और उसमें आगे बढ़ने में मदद करना है। इसकी सामग्री और सेवाओं में बाज़ार विश्लेषण, घर खरीदना, बेचना और किराये पर लेना, बंधक और वित्तपोषण, संपत्ति मूल्यांकन, किफायती आवास, संपत्ति निवेश, घर सज्जा, रखरखाव और नवीनीकरण शामिल हैं। कंपनी घर खरीदारों, विक्रेताओं, किरायेदारों, रियल एस्टेट एजेंटों और निवेशकों को व्यावहारिक मार्गदर्शिकाएँ और समयानुकूल आवास संबंधी जानकारी प्रदान करती है, ताकि उन्हें संपत्ति के पूरे जीवनचक्र में निर्णय लेने में सहायता मिल सके।

Data Scientist

Develop analytical and AI solutions while examining HR timekeeping and workforce data. The role supports Compass UOL’s work applying artificial intelligence and generative AI to organizational challenges.

विवरण

  • Define target groups by filtering HR records for employment type, work arrangement, organizational unit, and assignment status.
  • Retrieve working hours, absences, attendance, substitutions, and timekeeping data for specified periods.
  • Combine system configuration records to create an identifier for each employee’s work schedule.
  • Forecast daily schedules according to shift-cycle rules.
  • Clean the data and apply exclusion criteria to confirm which records qualify for analysis.
  • Reconcile expected time entries with system records and flag entries to add, amend, or block.
  • Coordinate with IT to process entries in bulk.
  • Pair clock-in and clock-out records for time-based analysis.
  • Spot unusual patterns in special work arrangements, such as recurring daytime schedules and weekends off.

आवश्यकताएँ

  • Bachelor’s degree in a technology-related discipline.
  • Use Python for data handling, automation, and building analytical solutions.
  • Use SQL to retrieve and transform data in relational databases.
  • Apply statistical modeling and machine learning methods to analyze data.
  • Work with Scikit-learn, Streamlit, and Matplotlib or Pyplot for machine learning and visualization.
  • Use TensorFlow and PyTorch for deep learning.
  • Knowledge of NLP, generative AI, large language models, and retrieval-augmented generation (RAG).
  • Familiarity with AWS and Azure cloud services.
  • Experience using LangChain and LangGraph.
  • Experience developing chatbots.
  • Communicate and collaborate with technical teams.
  • Bridge communication between business and IT.
  • Present findings to non-technical audiences.

लाभ

  • Remote work arrangement.
  • Candidates with disabilities are also encouraged to apply.

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