Software Engineer in Machine Learning
/by Łukasz SusełSoftware Engineer in Machine Learning
Warsaw/Bydgoszcz
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).
(Senior) Frontend Software Engineer
Warsaw/Bydgoszcz
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 (Senior) Frontend Software Engineer to join our team in Warsaw or Bydgoszcz.
We carry out projects in the field of Machine Learning, Big Data, Security, SDN (Software Defined Networking), Cloud Computing, OpenContrail. Working with us you will have the chance to immerse yourself in challenging projects and technologies such as JavaScript including latest EcmaScript standards, AngularJS, ReactJS, Redux, unit test frameworks. If you are open-minded and willing to constantly 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!
You must have:
- excellent knowledge of JavaScript including ES2015+,
- very good knowledge of CSS3 and HTML, HTML5 APIs and DOM APIs,
- hands-on experience with ReactJS (preferably React JS 16.x),
- strong understanding of one-way data flow architectures (Flux, Redux etc.),
- familiarity with at least one unit test tool (ie. Jasmine, Mocha, Tape, Enzyme),
- knowledge of object-oriented programming paradigms,
- experience in developing UI using CSS Modules and using preprocessors such as Sass and Less,
- understanding of functional/reactive programming paradigms,
- contact with dev tools (npm, WebPack, Babel 7),
- broad knowledge of the general web landscape, architectures, trends and emerging technologies,
- track record of software development best practices usage: design patterns,
- continuous integration, code review, unit / functional / regression tests, Git,
- at least basic knowledge of Linux,
- ability to work in a team environment, problem-solving attitude and willingness to learn continuously,
- ability to mentor junior engineers and share your expertise with the team,
- good working knowledge of English (B2 level).
You may have:
- practical knowledge of Bootstrap and AntD,
- experience in using RxJS,
- development tools knowledge, such as gulp, browserify,
- understanding of classical and machine learning algorithms,
- familiarity with Python.
We offer:
- the chance to be a part of a young, dynamic and internationally successful team,
- the opportunity to learn from and work with seasoned developers with extensive professional experience in Silicon Valley,
- the opportunity to influence technical decisions and development processes,
- 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 salary,
- attractive benefits package (subsidized medical care, sports, frequent team-building events, fun room).
Senior Software Engineer / Consultant
Warsaw
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 Senior Software Engineer / Consultant to join our team in Warsaw.
We carry out projects in the field of Machine Learning, Big Data, Security, SDN (Software Defined Networking), Cloud Computing, OpenContrail. Working with us you will have the chance to immerse yourself in challenging projects and technologies such as Java, Scala. Python. If you are open-minded and willing to constantly 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!
You must have:
- at least 3 years of experience in senior technical positions,
- very good knowledge of at least two of the following programming languages: Java / Scala / C++ / Python,
- experience in software architecture design,
- excellent communication skills, including communicating with larger audiences,
- inclination towards small-scale project management,
- experience in working with external clients,
- experience in gathering requirements and other user-centric activities,
- knowledge of best software development practices: design patterns, continuous integration, code review, unit/functional/regression tests,
- knowledge of Agile methodologies (mainly Scrum) and project management tools (JIRA, Confluence),
- excellent English-language skills (minimum C1 level).
You may have:
- familiarity with the following areas: Big Data technologies, data analytics, machine learning, data science,
- experience in product development.
Your responsibilities will be:
- developing state-of-the-art solutions for data analytics and machine learning,
- creating and reviewing software specifications and architecture designs,
- communicating with internal and external customers,
- coordinating tasks and ensuring delivery, incl. small-scale project management.
We offer:
- a chance to work on a strategic and ambitious Big Data-related project utilizing new technologies,
- the opportunity to learn from and work with seasoned developers with extensive professional experience in Silicon Valley,
- 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 salary,
- attractive benefits package (subsidized medical care, sports, frequent team-building events, fun room).
Backend Developer
Warsaw/Bydgoszcz
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 Backend Developer to join our team (in Warsaw or Bydgoszcz).
We carry out projects in the field of Machine Learning, Big Data, Security, SDN (Software Defined Networking), Cloud Computing, OpenContrail. Working with us you will have the chance to immerse yourself in challenging projects and technologies such as Java, Scala. Python. If you are open-minded and willing to constantly 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!
Currently we need your help on a project for our client from Silicon Valley which is related with distributed processing of up to million records per second and automatic analysis of network traffic.
You must have:
- very good knowledge of at least one of the following languages: Golang, C++, C, Python,
- you may also have a good knowledge of other programming languages, such as Java, but the strong interest in learning languages mentioned above is a must,
- analytical thinking skills and knowledge of algorithms and data structures,
- knowledge of software development best practices: design patterns, code smells, continuous integration, code review, unit / functional / regression tests, Git,
- understanding of TCP/IP stack,
- experience in designing scalable architectures,
- experience with databases (SQL and NoSQL),
- great knowledge of multithreading,
- good knowledge of Bash,
- hands on experience with Linux,
- experience in working with external clients,
- excellent communication skills, including communicating with larger audiences,
- good working knowledge of English (minimum B2 level),
- experience in gathering requirements and other user-centric activities,
- knowledge of Agile methodologies (mainly Scrum) and project management tools (JIRA, Confluence).
You may have:
- familiarity with Big Data processing,
- distributed systems architecture,
- familiarity with SDN, contrail, openstack,
- good skills in profiling and low-level optimization,
- familiarity with Kafka, docker, ansible, vagrant,
- basic knowledge of data science and machine learning.
We offer:
- a chance to utilize cutting-edge technologies on a strategic and ambitious Big Data-related project for a big client from Sillicon Valley,
- the opportunity to learn from and work with the best 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 salary,
- attractive benefits package (subsidized medical care, sports card, frequent team-building events, fun room).
Big Data Engineer
Warsaw
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.
Data Scientist
Warsaw/Bydgoszcz
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 Data Scientist to join our team in Warsaw or Bydgoszcz.
We carry out projects in the field of Machine Learning, Big Data, Security, SDN (Software Defined Networking), Cloud Computing, OpenContrail. Working with us you will have the chance to immerse yourself in challenging projects and technologies e.g. R, Scikit, vw, xgboost. If you are open-minded and willing to constantly 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!
You must have:
- 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. R / Scikit / vw / xgboost),
- ability to share your knowledge,
- willingness to learn continuously,
- good working knowledge of English (B2 level).
You may have:
- experience in using machine learning on Big Data,
- experience in deep learning,
- experience in data visualization.
We offer:
- the opportunity to learn from and work with seasoned developers with extensive professional experience in Silicon Valley,
- 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 salary,
- attractive benefits package (subsidized medical care, sports, frequent team-building events, fun room).
Senior DevOps Engineer
Warsaw/Bydgoszcz
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 Senior Devops Engineer to join our team (in Warsaw and Bydgoszcz).
We need your help with improving, maintaining and developing CI/CD for current and new projects. We will also appreciate sharing your experience with optimizing applications architecture for high availability, high performance and security.
We carry out projects in the fields of Machine Learning, Big Data, Security, SDN and Cloud Computing. Most of our projects are heavily focused on backend systems. We try to keep them simple ;), but they are usually quite complex distributed systems. We are passionate about microservices architecture. We deploy our projects in public (AWS, GCP) and private (OpenStack) clouds. We love automatization but we follow Rod Michael’s motto: “If you automate a mess, you get an automated mess.”
Working with us you will have the chance to meet extremely talented Software Engineers (we love GoLang, Python and JVM environment based languages i.e. Scala), QA Engineers, Security Experts, Deployment Engineers and System and Network Administrators.
Our teams are truly interdisciplinary and we believe that the DevOps methodology is the best way to make great products.
Are you interested? Grow with us and we will gladly share our knowledge and expertise with you!
You must have:
- experience with Linux (preferable with Debian/Ubuntu distributions),
- understanding of TCP/IP networks (at least at Layer3 level with static routing),
- experience with various programming languages (especially their runtime environments and build systems as well as testing frameworks),
- experience deploying applications in a production environment (Python, Java, Scala, GoLang, Node.js),
- experience with Docker orchestration systems and cluster managers (Kubernetes, Mesos/Marathon, ECS),
- good knowledge of decentralized version control solutions (git),
- experience in creating Continuous Integration environments,
- experience in administrating CI servers (preferable: Jenkins, GitLab CI),
- good knowledge of http server configuration (Nginx, Apache),
- good knowledge of SQL server configuration (MySQL, PostgreSQL, MariaDB),
- experience with public clouds (AWS, GCP),
- experience with configuration management tools (Ansible, Puppet, Chef),
- experience with containers (Docker, LXC),
- experience with infrastructure monitoring,
- understanding of IT security concepts,
- good working knowledge of English (B2 level).
You may have:
- experience in creating continuous deployment systems,
- experience in preparing Integration and End to End tests,
- understanding of NoSQL databases (DynamoDB, Cassandra),
- experience with logs management (ELK stack),
- experience with cloud orchestration (Terraform, CloudFormation),
- experience designing high availability systems,
- experience with stress testing (locust.io),
- experience with application performance profiling,
- experience with application security hardening,
- experience with distributed tracing (OpenTracing/Zipkin),
- experience collecting and analyzing performance metrics (InfluxDB, Prometheus, statsd, Grafana),
- experience with OpenStack,
- experience with dynamic routing protocols,
- software defined networking (i.e. OpenContrail).
We offer:
- a chance to work on a strategic and ambitious Big Data-related project utilizing new technologies,
- the chance to be a part of a young, dynamic and internationally successful team,
- the opportunity to learn from and work with seasoned developers with extensive professional experience in Silicon Valley,
- 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 salary,
- attractive benefits package (subsidized medical care, sports, frequent team-building events, fun room).
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