Senior Data Scientist

GlobalLogic Verified

Job Description

Client – the worldwide manufacturer of smart beds, which increase the overall quality of sleep. The solution senses and automatically adjusts the comfort level:

  • Tracking personal sleep data during the night
  • Individual comfort and temperature balancing
  • Comfort adjustability on each side of the bed

Requirements:

  • Proven track record of getting ML/DS solutions to customer-facing production environments
  • Experience with ML/DL frameworks: TensorFlow, Keras, ScikitLearn, ONNX
  • Solid knowledge of the State-of-the-Art DS/ML approaches and techniques
  • Experience working with Data Science process frameworks (CRISP-DM, Agile Data Science, Team Data Science Process)
  • Previous exposure to MLOps practices using Databricks, Amazon SageMaker, GCP or other Data Science Platforms
  • Proficiency with two or more frameworks from list: MATLAB, C, C++
  • Proficiency with Python and SQL
  • Experience of working in distributed teams, tasks delegation and conducting technical reviews

Preferences:

  • Software developer background with solid exposure to programmer best practices
  • Experience of delivering ML-based solutions to the highly constrained environments (IoT)
  • Experience of working with biosensor data, knowledge of sleep science, sleep research
  • PhD, MSc or equivalent in Statistics, Mathematics, Computer Science, or other relevant disciplines
  • Experience of working in distributed teams
  • Experience of working with and managing Lakehouse
  • Proficiency with Spark or Scala

Job Responsibilities:

  • Work within multidisciplinary team and Technical Product Owner on a day-to-day basis to develop new and improving existing ML/DS/DSP algorithms as Applied Data Scientist.
  • Support transition from ML/DS prototypes produced by Research Team to an end-to-end production-ready solutions. Ensuring subordinates focus on accomplishing business goal of releasing new features.
  • Manage data, code, and documentation related to the development stage.

What We Offer

  • Exciting Projects: Come take your place at the forefront of digital transformation! With clients across all industries and sectors, we offer an opportunity to participate in creating market-defining products using the latest technologies.
  • Collaborative Environment: 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 opportunities and options.
  • Professional Development: Our dedicated Learning & Development team regularly organizes certification and technical / soft skill training to help you realize your professional goals.
  • Excellent Benefits: We provide our consultants with competitive compensation and benefits
  • Fun Perks: We want you to love where you work, which is why we host sports classes, cultural, social and team building activities such as sports competitions and end-of-year corporate parties. Our vibrant offices also include dedicated GL Zones and rooftop decks where you can drink coffee or tea with your colleagues over a game of table football or darts!