AI Skin Analysis

Responsibilities
Eliminate technical blockers, setup and evolve the product tech strategy. Communication and coordination with product owners and project managers to define and deliver the product vision. Onboard, grow and empower his team members.

Requirements

• Solid knowledge of Python, Kubernetes, Azure & GCP stack and Backend Development in general.
• Choose the right technology stack, ready-to-use components and solutions/architecture.
• Organization of teamwork to meet the plan and schedule.
• Elaborate and document architecture decisions.
• Decompose business tasks to technical requirements.
• Ensure quality and deadlines execution for your team.
• Code Reviews.
• Estimate technological risks and notify stakeholders.
• Set and ensure the execution of company coding guidelines code styles and patterns within the team.
• Manage cloud infrastructure (Azure, GCP, Kubernetes).
• Use best practices for code improvements, testing, automation and delivery.

Tools we use to work efficiently
Asana, Slack, Bitbucket (git), Jira, Confluence.

Bonuses and perks

• Work in innovative industry and digital healthcare project — we fight aging and extend healthy longevity through computer vision.
• Collaboration with leading research universities all around the world.
• Competitive compensation depending on experience and skills.
• Friendly, creative and cohesive team.
• Conferences and scientific events attendance.

Responsibilities

• Development of computer vision and deep learning algorithms for skin image analysis: classification and segmentation tasks;
• Code preparation for deployment;
• Preparing reports for executive and project teams;
• Monitoring of deployed models in production;
• Preparing documentation;
• Contributing to Proofs-of-Concepts and demo applications;
• Writing technical reports and presenting results to colleagues or a broader audien

Requirements

Theoretical:

• Knowledge of probability theory, mathematical statistics and linear algebra;
• Knowledge of classical computer vision: edge detection, color spaces, histogram equalisation, thresholding etc.
• Knowledge of basic ML algorithms (KMeans, PCA, ICA, log regression, decision trees, random forest)
• Understanding of CNN (e.g. ResNet, UNet, MobileNet, VAE)
• Knowledge of loss functions and evaluation metrics for classification and segmentation tasks
• Basic knowledge of OOP

Practical:

• The ability to write clean Python code
• Experience of working with numpy, pandas, sklearn, matplotlib, scipy
• Experience of work with at least one of computer vision libraries: OpenCV, PIL, scikit-image
• Experience of work with at least one of deep learning frameworks: PyTorch, TensorFlow
• Ability to write training pipelines (data preprocessing, augmentation, train loop, validation)
• Experience with preparing of ML algorithms for deployment
• Knowledge of Git
• Data visualization skills
• Experience of with Docker

General:

• 2+ years of industry experience
• Bachelor's degree in Math, Physics, or Computer Science
• Communication skills in English

Also, nice to have:

• Experience with generative adversarial networks (GANs) and autoencoders
• Experience with Azure, AWS and GCP

Our technical stack:
Python, Pytorch, ONNX, TensorFlow, albumentations, OpenCV, Microsoft AzureML, pip, PostgreSQL

Tools we use to work efficiently
Asana, Slack, Bitbucket (git), Jira, Confluence.

Bonuses and perks

• Work in innovative industry and rapidly developing digital skincare market
• Collaboration with leading research universities all around the world
• Most of the code we produce goes to production systems
• Competitive compensation depending on experience and skills
• Friendly, creative and cohesive team
• Conferences and scientific events attendance

At the moment Haut.AI has an open position for Data Scientist

Responsibilities

• Development of recommendation system
• Ad-hoc reporting
• Interpreting and analyzing data using statistical techniques

Requirements

• Strong ability to write good code in Python: pandas, numpy, scikit-learn, matplotlib, scipy
• Strong knowledge of SQL (PostgreSQL)
• Strong knowledge of math, statistics and machine learning
• 2+ years experience in machine learning. You should be familiar with general process (data preparation and preprocessing, training, testing, deployment and iterative improvement)
• Familiarity with machine learning approaches for development of recommender systems
• Familiarity with unsupervised machine learning approaches for clusterizations

Also, nice to have

• Experience in computer vision is a strong plus
• Familiarity with data visualization approaches
• Advanced English level
• Experience with at least one of deep learning framework: Pytorch, TensorFlow, MXNet, Caffe
• Experience with Azure, AWS or GCP

Tools we use to work efficiently:
Jira, Slack, Gitlab

What we offer:

• Work in innovative industry and rapidly developing digital skincare market
• Collaboration with leading research universities all around the world
• Most of the code we produce goes to production systems
• Competitive compensation depending on experience and skills
• Friendly, creative and cohesive team
• Conferences and scientific events attendance

Responsibilities

• Interpreting and analyzing data using statistical techniques.
• Preparing statistical reports.
• Data visualization.
• Generate ad hoc reports.

Requirements

• Strong ability to write code in Python, knowledge of pandas, matplotlib, seaborn, numpy.
• Knowledge of SQL.
• Strong knowledge of statistics.
• Familiarity with data visualization skills.
• Strong analytical skills with the ability to collect, organize, analyze significant amounts of data with attention to details and accuracy

Tools we use to work efficiently
Jira, Slack, Bitbucket (git).

Bonuses and perks

• Work in innovative industry and digital healthcare project — we fight aging and extend healthy longevity through computer vision.
• Collaboration with leading research universities all around the world.
• Competitive compensation depending on experience and skills.
• Friendly, creative and cohesive team.
• Conferences and scientific events attendance.

Currently we are looking for talented and motivated Python Developer who is interested in Machine Learning for our Tallinn office in Telliskivi (LIFT99)

Responsibilities

• Write effective and scalable code.
• Development and deployment of ML and AutoML pipelines.
• Development and deployment of computer vision algorithms.
• Communication with other machine learning engineers and backend developers.

Requirements

• Strong programming skills in Python.
• Familiarity with code review, software testing, and Git.
• Experience with Linux/Unix environments.
• Solid knowledge in computer science (algorithms and data structures).
• Strong interest in Machine Learning.

Nice to have

• Experience with PostgreSQL and MongoDB is a plus.
• Familiarity with Azure Cloud, Google Cloud or similar.
• Knowledge of OpenCV and machine learning libraries (PyTorch, Tensor Flow, Keras, Scikit-learn) is a strong plus.

Bonuses and perks

• Work in innovative industry and digital healthcare project — we fight aging and extend healthy longevity through computer vision.
• Collaboration with leading research universities all around the world.
• Competitive compensation depending on experience and skills.
• Friendly, creative and cohesive team.
• Conferences and scientific events attendance.

Currently, we are looking for talented and motivated Python developers.


Responsibilities

• Design and build scalable and high-performance web applications
• Writing reliable, scalable, testable, readable, and documented code
• Communicate closely with Product and DS teams
• Learn the needs of our users and define solutions with your product manager and tech lead
• Think beyond the code and about our customers

Requirements

• Experience with web-based applications built using Django/FastAPI/Starlette frameworks
• Strong experience with Python and software engineering experience
• Experience with container technologies and microservice architecture
• Experience with k8s
• Experience with clouds (better GCP and/or Azure)
• Experience with PostgreSQL

Also nice to have:

• Strong troubleshooting skills
• High level of self-organization, ownership, and responsibility
• Proactive attitude, ability to work around blocks with creative thinking
• Communication skills in English
• Able to self-plan and maintain an agile (hybrid-remote) working environment
• CI/CD experience

What we offer:

• Work in innovative industry and emerging market
• Collaboration with leading research universities all around the world
• Competitive compensation depending on experience and skills
• Friendly, creative and cohesive team
• Conferences and scientific events attendance.

Currently, we are looking for talented and motivated Technical project managers.


Responsibilities

• Coordination of the SaaS development project team
• Adjusting development methodologies and workflow to improve speed and reliability
• Supporting tasks throughout whole lifecycle, from analysis to deployment
• Managing, adjusting and approving any changes in project scope, schedule, design and/or budget
• Identifying and mitigating potential risks
• Managing the relationship and communication with the client and stakeholders
• Defining metrics and criteria for performance, testing and product acceptance
• Writing specifications and technical documentation

Requirements

• Experience in program or project management
• Experience managing group goals, driving timelines, and organizing/presenting data
• Experience in the implementation of Agile development methodologies
• Communication skills in English

Will be a bonus:

• Knowledge of cust dev / jobs-to-be-done methodologies, ability to form product hypotheses and understand how to test them and make decisions based on them
  
• Ability to use analytics services (at least one): Google Analytics, Amplitude, Appsflyer. AppMetrica
  
• Understanding of the main marketing metrics: CPI, CPA, Arpu
  
• Experience in working and building end-to-end analytic

Tools we use to work efficiently:
Jira, Slack, Confluence, Miro, Figma

What we offer:

• Work in innovative industry and emerging market
• Competitive compensation depending on experience and skills
• Friendly, creative and cohesive team

Currently, we are looking for a talented and motivated junior System Monitoring.
Remote position

Responsibilities:

• Maintain service stability and solve issues on the early stage
• Written communication with English-speaking employees, clients and hosting providers
• Maintain good relationships with our users
• Create bugs in our bug tracking system (JIRA) with all information needed to fix
• Participate in the development of configuration management and monitoring infrastructure
• Write postmortems and perform actions if you miss the previous item
• Write good self-documented scripts and configurations (and useful documentation when just a good script is not enough)
• Evaluate and prioritize customer support cases
• Research, identify and provide solutions to product issues
• Track issues through to resolution, within agreed time limits
• Participate in architecture design of new software components or their parts

Requirements:

• 2-3 years of experience as a successful IT technical support engineer focused on complex software applications for business users (ideally web-based B2B Saas)
• Hands-on experience with helpdesk and bug tracking software (e.g. JIRA)
• Excellent communicator
• Knowledge of TCP/IP networks
• Experience with monitoring software (Prometheus, Grafana, Sentry, Google Cloud Monitoring in our case)
• Good written English (speaking English is not required, but nice to have)

Also nice to have:

• Experience in writing simple scripts (Python preferred)
• Experience in usage of the automation tools (terraform, gitlabCI or/and argocd), systems (linux) and package management (pypi, helm)
• Cloud (GCP in our case) experience
• Experience in support of the Linux/UNIX-based project with several well-loaded servers in
• Ability to set priorities and take responsibility

What we offer:

• Work in innovative industry and emerging market
• Competitive compensation depending on experience and skills
• Friendly, creative and cohesive team

Currently, we are looking for a talented and motivated UX designer.


Responsibilities:

• Design end user experiences user journeys, wireframes, interactive prototypes, and polished visual design components according to technical requirements and based on collaborative brainstorming
• Design and prototype elegant solutions for web and mobile apps
• Translate business and user needs and technology constraints into solution concepts that are meaningful, easy to use, and engaging
• Analyze the usability of apps propose creative solutions for improvement
• Perform competitive analysis of design and UX solutions

Requirements:

• 3+ years of experience as a leading individual contributor role in designing end user experiences
• Strong experience with sketching and prototyping as a means to explore and convey design solutions
• Understanding of the layout principles (HTML / CSS)
• Understanding bootstrap (4/5) grid
• Understanding flex layout and principles of adaptive layout
• Understanding browser-specific controls styling
• Understanding svg graphics specification and principles of font generation
• Experience in creating a component library
• Proficiency in Figma, experience with Photoshop, Illustrator
• Experience in Design Systems Development
• Comprehensive knowledge of design patterns, having an excellent understanding of the contemporary trends in graphic design
• Experience with wireframes design, mockup, interactive prototypes, mind-map, interaction scenarios
• Experience in conducting UX research
• Up-to-date portfolio
• Communication skills in English

Tools we use to work efficiently:

• Jira, Slack, Confluence, Miro, Figma

What we offer:

• Work in innovative industry and emerging market
• Competitive compensation depending on experience and skills
• Friendly, creative and cohesive team

Currently, we are looking for a talented and motivated QA engineer.


Responsibilities:

• Create and execute functional regression, smoke, and sanity tests
• Writing/fixing automated tests - Our technology stack is Python+k8s+public clouds
• Work with development team to ensure applications are tested to the defined level of acceptance
• Communicate closely with Product and Dev teams
• Log bugs and investigate when and how introduced, prioritising issues correctly

Requirements:

• Extensive experience in web exploratory testing
• Ability to write tests on Python+Pytest
• Ability to profile/debug using web browser console, linux tooling
• Basic knowledge of SQL, Linux, git

Also nice to have:

• Strong troubleshooting skills and experience working closely with dev teams
• Experience in unit testing
• Non-functional testing knowledge
• Basic knowledge of Docker, Kubernetes, GCP, Azure, GitlabCI
• Selenium

What we offer:

• Work in innovative industry and emerging market
• Collaboration with leading research universities all around the world
• Competitive compensation depending on experience and skills
• Friendly, creative and cohesive team

Currently, we are looking for talented and motivated CV/DL engineers.


Responsibilities:

• Development of computer vision and deep learning algorithms for skin image analysis: classification and segmentation tasks
• Code preparation for deployment
• Preparing reports for executive and project teams
• Monitoring of deployed models in production
• Preparing documentation

Requirements:

Theoretical:

• Knowledge of probability theory, mathematical statistics and linear algebra
  
• Knowledge of classical computer vision: edge detection, color spaces, histogram equalisation, thresholding etc.
  
• Knowledge of basic ML algorithms (KMeans, PCA, ICA, log regression, decision trees, random forest)
  
• Basic understanding of CNN (e.g. ResNet, UNet, MobileNet)
  
• Knowledge of loss functions and evaluation metrics for classification and segmentation tasks
  
• Basic knowledge of OOP
  

Practical:

• The ability to write clean Python code
  
• Experience of working with numpy, pandas, sklearn, matplotlib, scipy
  
• Experience of work with at least one of computer vision libraries: OpenCV, PIL, scikit-image
  
• Experience of work with at least one of deep learning frameworks: PyTorch, TensorFlow
  
• Ability to write training pipelines (data preprocessing, augmentation, train loop, validation)
  
• Basic knowledge of Git
  
• Basic data visualization skills
  

General:

• Bachelor's degree in Math, Physics, or Computer Science;
  
• Communication skills in English;
  

Also, nice to have:

• Experience with generative adversarial networks (GANs) and autoencoders
  
• Experience with Azure, AWS and GCP
  
• Experience with Docker
  

Our technical stack:

Python, Pytorch, ONNX, TensorFlow, albumentations, OpenCV, Microsoft AzureML, pip, PostgreSQL

What we offer:

• Work in innovative industry and rapidly developing digital skincare market
  
• Collaboration with leading research universities all around the world
  
• Most of the code we produce goes to production systems
  
• Competitive compensation depending on experience and skills
  
• Friendly, creative and cohesive team
  
• Conferences and scientific events attendance.
  

Currently, we are looking for a talented and motivated strong middle/senior Java developer.


Responsibilities:

• Elaboration of requirements with clients
• Development and support according to business requirements
• Conducting Code reviews
• Support and release of new versions

Requirements:

• Experience with Java - minimum three years
• Experience with Spring Frameworks (Spring Boot, Spring Data, Spring Cloud, etc)
• Knowledge of classical algorithms and data structures
• Excellent knowledge of SQL, writing complex queries and optimization
• Experience with Git
• Ability to work with the automatic build system (Maven)
• Experience with Message Broker systems
• Experience with Docker
• Written English

Also nice to have:

• Experience with Kubernetes
• Experience with Microsoft Azure
• PostgreSQL administration experience
• Experience in building analytical systems
• Spoken English

Tools we use to work efficiently:
Jira, Slack, GitLab (git), Confluence

What we offer:

• Work in innovative industry and emerging market
• Collaboration with leading research universities all around the world
• Competitive compensation depending on experience and skills
• Friendly, creative and cohesive team
• Conferences and scientific events attendance

Currently, we are looking for a talented and motivated JavaScript engineer.


Responsibilities:
We are looking for a developer to join a product team developing a new web application for real-time video capturing and analysis on mobile devices. The application is designed to be embedded in third party websites as an iframe and has an API for data exchange. As the product evolves the team is growing and we are looking for a person to help us with one of the tasks:

• Improve UX for the end-user (add and test new UI elements with the team of designers)
• Develop a way to customize some UI elements within iframe
• Develop a way to identify unique user device and / or sessions
• Modify existing solution to support tablets, non-standard camera and screen resolutions (currently we work with exact group of mobile devices)
• Prototype new image analysis algorithms together with our Data Science team (technologies like OpenCV.js, TensorFlow.js can be very useful here)
• Cover existing code base with unit tests and simulation tests

Requirements:

Technical skills:

• General knowledge of Javascript (es6), Typescript
• Knowledge of asynchronous JS elements (Promises, async/await), RxJS observables, chains
• Experience with tasks of image or video processing in browser (e.g. AR in web, barcode/QR code scanning, object detection, image beautification web tools)
• React or Vue framework

Soft skills:

• Good knowledge of English for reading and writing clear code and documentation
• Good communication skills for teamwork

Significant plus for a candidate:

• camera and canvas manipulations in browser for image capturing and rendering (e.g. via WebRTC);
• experience with unit tests writing for JavaScript code;
• basic understanding of CI/CD;
• any experience with TensorFlow.js / Keras.js / ONNX.js;
• understanding of basic algorithms and data structures, ability to write optimal code;
• strong troubleshooting skills;
• proactive attitude, ability to work around blocks with creative thinking

Our technological stack
TypeScript, Vue, WebRTC, WebAssembly, MediaPipe, TensorFlow.js, GitLab, Microsoft Azure DevOps,

Tools we use to work efficiently:

• Jira, Slack, GitLab, Confluence

What we offer:

• Work in innovative industry and emerging market
• Collaboration with leading research universities all around the world
• Competitive compensation depending on experience and skills
• Friendly, creative and cohesive team