Вакансія від 24 квітня 2018

Middle Data Scientist/Machine Learning Engineer for Ciklum CTO

Компанія:
Ciklum  VIP 
IT; менше 10 співробітників
Місто:
Київ
Вид зайнятості:
повна зайнятість

Опис вакансії

Ciklum CTO Office is looking for a talented Middle Data Scientist to join Kyiv team on a full-time basis. The team is working closely with R&D Department on innovative solutions for entire Ciklum and its clients. Your primary focus will be in applying Artificial Intelligence (AI) methods to solve business and research problems in different domains.

Responsibilities:

  • Taking part in the different projects and developing internal Data Science expertise within the CTO office
  • Working with Data Engineers on data preparation for machine learning pipelines
  • Applying state-of-the-art AI methods to solve business problems
  • Performing research and developing proof of concept prototypes

Requirements:

  • Proficiency in Python, R, Scala programming languages
  • Good background in math, linear algebra and statistics. Solid knowledge of algorithms, data structures and algorithmic complexity
  • Advanced knowledge of machine learning. Proven hands-on experience and familiarity with theoretical concepts of common machine learning methods and algorithms.
  • Familiarity with Python numerical operations, data structures, machine learning and visualisation libraries: numpy, pandas, sklearn, matplotlib, jupyter
  • Solid understanding of model tuning and evaluation, ability to implement complete machine learning pipelines
  • Problem-solving skills, ability to do research tasks
  • Ability to work with different data types and formats. Data preprocessing, cleaning, feature design and generation skills
  • General knowledge of SQL
  • Ability to document properly systems functionality, code and methodology
  • Good presentational and visualization skills. Ability to describe and present results clearly, answer questions and communicate issues

Personal skills:

  • Working well autonomously, with minimal supervision
  • Being committed to timely delivery of quality results
  • Acting as a team player and being a great communicator, both toward teammates and clients
  • Being Innovative in his/her work
  • Knowledge seeking, eager to develop technical skills and learn new technologies

Desirable

  • Graduate in quantitative scientific, mathematical or engineering discipline (Computer Science, Mathematics, Statistics, Engineering, Physics, Chemistry, Biology etc.). Advanced academic research degrees (PhD) would be a plus.
  • Understanding distributed computing concepts and experience working with big data frameworks and tools: Spark, Hadoop, Hive, Impala, ElasticSearch, Solr, Ganglia
  • Understanding Deep Learning theory and experience in DL frameworks: TensorFlow, PyTorch, Theano, Keras, MXNet
  • Familiarity with Computer Vision libraries: OpenCV, dlib, scikit-image, mahotas
  • Working knowledge of cloud computing services (preferably AWS). Ability to start, stop and interact with standalone EC2 instances and/or EMR clusters, transfer data to/from them, interact with S3 or other data warehousing services in AWS, monitor resources.
  • Working knowledge of NoSQL databases might be a plus: MongoDB, Cassandra, DynamoDB, Neo4j, Redis
  • Achievements in Kaggle competitions would be a plus
  • Generated intellectual property would be a plus (patents, academic or business journal publications, etc.)
  • Familiarity with version control (preferably Git)
  • Knowledge of Test-Driven Development concepts (TDD). Familiarity with testing in Python
  • Experience working closely with client representatives to achieve business outcomes
  • General working knowledge of agile methodologies

What’s in it for you?

  • Career growth opportunities
  • Realization of your innovative ideas in building new Ciklum Solutions and Services
  • Friendly collaborative teams and enjoyable working environment
  • Professional skills development and training programs
  • Variety of knowledge sharing, training and self-development opportunities
  • State of the art, cool, centrally located offices with warm atmosphere which creates really good working conditions

About Ciklum:

Ciklum is a top-five global Software Engineering and Solutions Company. Our 3,000+ IT professionals are located in the offices and delivery centres in Ukraine, Belarus, Poland and Spain.

As Ciklum’s employee, you’ll have the unique possibility to communicate directly with the client when working in Extended Teams. Besides, Ciklum is the place to make your tech ideas tangible. The Vital Signs Monitor for the Children’s Cardiac Center as well as Smart Defibrillator, the winner of the IoT World Hackathon in the USA, are among the cool things Ciklumers have developed.

Ciklum is a technology partner for Google, Intel, Micron, and hundreds of world-known companies. We are looking forward to seeing you as a part of our team! "

Join Ciklum and «Cross the Borders» together with us!

If you are interested — please send your CV to [надіслати резюме]

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