Data Scientist
Global Logic
Noida, India
14h ago

Description : TE 2.0

Requirements : Education

Education

  • Bachelors in Computer Science or Math or Statistics
  • PhD or Masters in Computer Science / Statistics / Mathematics or related field (Preferred)
  • Experience

  • 3+ years of experience in a Data Scientist role with coding experience
  • Specialized skills / others

  • Deep knowledge of the foundations of machine learning and statistics
  • Knowledge of SQL, Google Big Query, Python, open-source ML tools / notebooks (Jupyter etc.)
  • Hands-on experience of exploratory analysis, AB testing
  • Hands-on experience of training ML models and running live ML systems
  • Job Responsibilities :

  • Exploratory data analysis : Conduct exploratory data analysis on both internal (historical GL data) and external (market trends) data and run hypothesis testing to prepare insights on in-demand skills and predictive hiring
  • Demand sensing algorithm design : Design data modeling process, create algorithms and predictive models to develop forward looking view of skill cluster demand based on historical consumption & open positions.
  • Design mechanism to incorporate outside-in inputs based on new technologies to tweak forward looking demand

  • Demand sensing tool & roadmap development : Once established, automate the demand sensing ML model to be able to run monthly.
  • Identify re-training frequency, develop run-book for re-training. Establish 12-month roadmap for demand sensing enhancement

  • Records verification and management : Communicate and confirm findings / hypothesis with Head-TAG, Head L&D and Delivery Heads;
  • document development and deployment process details through reports and artifacts

    What We Offer

    Exciting Projects : We focus on industries like High-Tech, communication, media, healthcare, retail and telecom. Our customer list is full of fantastic global brands and leaders who love what we build for them.

    Collaborative Environment : You Can expand your skills by collaborating with a diverse team of highly talented people in an open, laidback environment or even abroad in one of our global centers or client facilities!

    Work-Life Balance : GlobalLogic prioritizes work-life balance, which is why we offer flexible work schedules, opportunities to work from home, and paid time off and holidays.

    Professional Development : Our dedicated Learning & Development team regularly organizes Communication skills training(GL Vantage, Toast Master),Stress Management program, professional certifications, and technical and soft skill trainings.

    Excellent Benefits : We provide our employees with competitive salaries, family medical insurance, Group Term Life Insurance, Group Personal Accident Insurance , NPS(National Pension Scheme ), Periodic health awareness program, extended maternity leave, annual performance bonuses, and referral bonuses.

    Fun Perks : We want you to love where you work, which is why we host sports events, cultural activities, offer food on subsidies rates, Corporate parties.

    Our vibrant offices also include dedicated GL Zones, rooftop decks and GL Club where you can drink coffee or tea with your colleagues over a game of table and offer discounts for popular stores and restaurants!

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