Senior Machine Learning Engineer

Необхідні навички

  • 4+ years of shown hands-on experience with design, implementation, and application of ML/AI/Deep Learning and OR solutions and techniques to build models that solve real problems.
  • 2+ years of hands-on experience in optimization modeling, simulation, and analysis with Python or Matlab.
  • Experience analyzing machine data (sensors, downtime log, machine states, etc) for IoT & predictive maintenance applications.
  • Experience applying deep learning frameworks, such as PyTorch/ Torch, TensorFlow, Keras to real-world applications that solve problems.
  • Knowledge of validated approaches for scale-ability, productionalizing models, and implementing machine learning applied to expansive and diverse datasets (storage GPUs, techniques for deep learning at scale).
  • Strong software development skills with proficiency in Python.
  • Experienced user of machine learning and statistical-analysis libraries, such as GraphLab Create, scikit-learn, scipy, and NLTK.
  • High level of autonomy and influence to remove roadblocks and deliver results (evaluate and solve complex problems involving various teams ranging from data instrumentation to analytics tool development). A proven track record for self-study and self-exploration into new tools and techniques.
  • Ability to explain and present analyses of machine learning concepts to a broad technical audience.
  • Experience with image processing, Computer Vision, and using ML tools to identify patterns in images, specifically applied to industrial or manufacturing environments is a plus.
  • Applied background in Hadoop, Spark, Hive, Cassandra, and knowledge of R is a plus.
  • Experience in data analytics for manufacturing problems is a plus.
  • Master’s or Ph.D. degree in Computer Science, Math, Statistics, Physics, Engineering, or related level of experience required.

Обов’язки

  • Collaborate with robotics and automation specialists, mechanical and quality engineers to apply machine learning to industrial problems and situations
  • Seek opportunities in the production and development processes to utilize deep learning, algorithms, and other machine learning tools for improvements
  • Implementation of machine learning (ML) and operations research (OR) tools, such as classical regression, classification, as well as neural networks and various optimization models for a wide range of prescriptive/predictive applications in dynamic production environments
  • Develop a toolkit to guide the application of machine learning tools combined with statistical tools for common engineers
  • Assemble large data sets for analysis either through direct SQL-based querying or development of scripts and code-modules to collate distributed and disparate data sources
  • Analyze huge amounts of data-identifying anomalies (pattern detection) and variabilities in a measure of interest
  • Develops software components in Python, R, and/or C/C++/ Objective-C towards the roll-out of a data automation system Qualifications

Ми пропонуємо

  • Opportunity to work on bleeding-edge projects
  • Work with a highly motivated and dedicated team
  • Flexible schedule
  • Medical insurance
  • Benefits program
  • Corporate social events
  • Professional development opportunities






Про вакансію

Локація: Київ
Тип: Full-time

We are looking for Senior Machine Learning Engineer to join the engineering services company known for transformative, mission-critical cloud solutions for retail, finance and technology sectors.