Software Engineer in Machine Learning

July 24, 2017/in Job location, Warsaw, Bydgoszcz, Remote /by Łukasz Suseł

Software Engineer in Machine Learning

Warsaw/Bydgoszcz/Remote

deepsense.ai helps companies discover the potential of their data and use it to build competitive advantage in the most effective way. Our support covers all stages of the AI journey, from a feasibility study through to end‑to‑end AI solution development, deployment and maintenance. We follow methodology developed on the basis of research and commercial projects delivered for clients such as NTT, Nielsen, L’Oreal, Google and Intel.

We are looking for an ambitious Software Engineer who wants to pursue a career in machine learning.
At deepsense.ai you will have an opportunity to take part in commercial machine and deep learning projects as well as compete in world-class data science competitions under the guidance of experts in the field. We are working on multiple deep learning, computer vision and NLP projects. If you have a solid software engineering background, know your way around classical algorithms and, most importantly, are motivated to take a deep dive into data science, we’ll help you become an expert.

You must have:

very good knowledge of at least one of the following: Python (preferred), Scala, Java, C++,
knowledge of software development best practices: design patterns, code smells, continuous integration, code review, unit / functional / regression tests, Git,
knowledge of object-oriented and functional programming paradigms,
analytical thinking skills and knowledge of algorithms,
a decent mathematical skill set (basics of linear algebra, mathematical analysis and probability theory),
a strong interest in and basic knowledge of machine learning and data science,
good working knowledge of English (B2 level).

You may have:

practical experience in machine learning / data mining / data science,
a portfolio of related side-projects or publications,
experience in REST API design.

We offer:

a chance to work on both commercial and research-oriented machine learning projects,
an opportunity to master deep learning, NLP and classical machine learning under the guidance of experts,
an opportunity to participate in conferences and workshops around the world,
an opportunity to participate in Tech Talks (internal training and seminar sessions),
flexible working hours,
an attractive salary,
an attractive benefits package (subsidized medical care, sports, frequent team-building events, fun room).

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Big Data Engineer

February 16, 2018/in Job location, Warsaw, Remote /by Łukasz Suseł

Big Data Engineer

Warsaw/Remote

deepsense.ai helps companies discover the potential of their data and use it to build competitive advantage in the most effective way. Our support covers all stages of the AI journey, from a feasibility study through to end‑to‑end AI solution development, deployment and maintenance. We follow methodology developed on the basis of research and commercial projects delivered for clients such as NTT, Nielsen, L’Oreal, Google and Intel.

We are looking for an ambitious Big Data Engineer who wants to pursue a career designing and developing large-scale data-processing systems.
At deepsense.ai you will have an opportunity to take part in multiple fast-paced projects involving the design and development of complex data-processing pipelines for customers from all industry sectors. You will work side by side with AI and machine learning experts in order to build end-to-end solutions, solving challenges regarding data representation and storage, transformation, streaming, analytics, performance profiling as well as automated deployment and testing.
If you have a solid software engineering background and are experienced in working with high volumes of data – don’t hesitate to apply.

You must have:

intermediate proficiency in Java and Python,
proficiency in Spark framework,
basic understanding of REST,
practical knowledge of Docker Kubernetes,
good english communication skills,
ability to share your knowledge,
willingness to learn continuously,
basic machine learning knowledge (regression, classification, clustering, validation methods, time series forecasting).

You may have:

knowledge of Kafka platform,
knowledge of Hadoop framework,
basic programming skills in Scala/R,
familiarity with ELK stack (Elasticsearch, Logstash, Kibana),
knowledge of NoSQL databases (e.g. Cassandra, ELK),
Storm, Nginx technologies.

We offer:

opportunity to learn from and work with seasoned developers, data scientist and machine learning experts,
opportunity to participate in conferences and workshops around the world,
opportunity to participate in the internal training sessions (Tech Talks),
attractive benefits package including free lunches and well-equipped kitchens,
subsidized medical care, sports, a fun room,
frequent team-building events, a training budget and accountants assistance,
flexible working hours,
a good atmosphere among professionals working with passion,
an attractive salary,
subsidized english lessons with experienced native speakers english teachers.

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Data Scientist with Computer Vision

July 24, 2017/in Job location, Warsaw, Bydgoszcz, Remote /by Łukasz Suseł

Data Scientist with Computer Vision

Warsaw/Bydgoszcz/Remote

deepsense.ai helps companies discover the potential of their data and use it to build competitive advantage in the most effective way. Our support covers all stages of the AI journey, from a feasibility study through to end‐to‐end AI solution development, deployment and maintenance. We follow methodology developed on the basis of research and commercial projects delivered for clients such as NTT, Nielsen, L’Oreal, Google and Intel.

We are currently looking for an ambitious Data Scientist to join our team.

We focus on machine learning and big data for predictive modelling, computer vision, NLP, and reinforcement learning. Our main technology stack is built around Python based on open-source packages and frameworks: scikit-learn, LightGBM, OpenCV, PyTorch and TensorFlow. If you are open-minded and eager to continuously develop yourself, our company is the place for you. Our teams are made up of winners of international algorithmic competitions, experienced managers, talented developers and IT administrators. Are you interested? Grow with us and we will gladly share our knowledge and expertise with you! Have a look at our success stories.

The successful applicant will have:

experience with deep learning applied to computer vision,
familiarity with popular neural net architectures: residual networks, R-CNN family, Yolo, etc.,
the ability to apply machine learning to real-life problems,
good knowledge of machine learning algorithms,
experience in feature engineering and hyperparameter tuning,
some experience in building predictive models,
practical knowledge of machine learning tools (e.g. TensorFlow / PyTorch / scikit-learn / LightGBM),
the ability to share your knowledge,
a willingness to learn continuously,
good working knowledge of English (>B2 level).

We also welcome:

experience with OpenCV,
experience in natural language processing,
experience in data visualization,
experience in using machine learning on big data.

We offer:

the opportunity to learn from and work with seasoned developers with extensive professional experience,
the opportunity to participate in conferences and workshops around the world,
the opportunity to participate in the Tech Talks (internal training sessions),
flexible working hours,
attractive benefits package (subsidized medical care, sports, frequent team-building events, fun room).

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