GlobalLogic Company Profile

ML/DL Engineer

GlobalLogic

Munkaköri leírás

  • Job: IRC109732
  • Location: Ukraine - Kyiv
  • Designation: Senior Software Engineer
  • Experience: 1-3 years
  • Function: Engineering
  • Skills: Python

Deluxe Entertainment Services Group Inc. is a global leader in digital media and entertainment services across film, video and online content from capture to consumption. Since 1915, Deluxe has been the trusted partner for the world’s most successful Hollywood studios, independent film companies, TV networks, exhibitors, advertisers and others, offering best-in-class solutions in production, post production, distribution, asset and workflow management and new digital solution-based technologies. With operations in Los Angeles, New York and around the globe, the company employs nearly 8,600 of the most talented, highly honored and recognized artists and industry veterans worldwide. For more information visit www.bydeluxe.com.

We currently have a need for a ML/DL Engineer. This position is ideal for individuals who have the drive and desire to ‘make things’. It requires a highly motivated individual with attention to details and a hunger to learn and solve problems.

Requirements:

  • Master or PhD in computer science, statistics, electrical engineering, operations research, mathematics or other quantitative majors
  • 3+ years of experience with big platform such as Hadoop and Spark
  • 3+ years of developing or applying machine learning algorithms and tools such as R, Python Scikit-learn, and/or Spark ML/MLlib, dlib, H2O, Mahout to solve business problems
  • 3+ years of experience with Python; C/C++/java desirable in addition
  • Experience with SQL query language
  • Understanding + experience with building and supporting video/audio analysis pipelines
  • Ability to understand existing analytical/ML pipeline, measure and decrease false positive/negative rates; analyze, propose and implement pipeline changes
  • OpenCV
  • Face detection, object tracking, shot detection
  • ML model inference and training (audio and potentially image)
  • Familiar with AWS and devops

Job Responsibilities:

An engineer in this position will design, develop, and architect services for the Deluxe One platform, in addition to:

  • Contributing to cutting-edge R&D initiatives including service integration with emerging frameworks and platforms
  • Assisting with technical resolution of issues on mission critical production systems (you build it, you own it, you run it)
  • Thinking out of the box to come up with solutions that scale, are fault-tolerant, easy to grasp and elegant.
  • The candidate will be required to work both independently and as part of a team developing cutting-edge machine learning algorithms, and deep learning algorithms on a big data platform.

The candidate will be required to:

  • Understand the business problem
  • Identify related data sources
  • Propose and create relevant features
  • Provide data science solutions
  • Transform scientific findings into actionable business insights

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!