Our team is growing constantly and we are looking for more winning minds to join us
Who We Are?
WinningMinds.ai is an Artificial Intelligence software development company, with offices in London, UK and Montreal, Canada, which has currently raised seed funding with the contribution and support of UK funds known for their expertise in AI, which only invest in breakthrough, innovative projects.
What We Offer?
Opportunity to join one of the most innovative, global and fun teams in the AI market. Competitive salary and equity.
Reporting to the CTIO, the role’s purpose is to drive the company’s AI and ML strategy through research and programming. Responsibilities: Build, adapt and maintain speech ASR components Apply and create state-of-the-art speech ASR algorithms and techniques Run and report on experiments related to speech and ASR
5+ years of experience in Machine learning with a focus on deep learning.
Experience in ASR, prosodic, speech signaling or emotion detection is preferred
PhD in a related field.
Experience applying deep learning toolkits such TensorFlow, PyTorch, etc.
Fluency in Python.
Software engineering is a plus.
Experience building applications for enterprise customers.
Reporting to the CEO, the role’s purpose is to develop the Corpus and lead the Annotation process based on good market practices.
Develop the Corpus and provide with linguistic expertise and direction for language specific projects and dialogue analysis and modelling.
Drive improvements in quality, classification, information structure and natural language understanding and generation.
Run research experiments around linguistic phenomena, train and evaluate NLP NLP, ASR, TTS, dialogue systems dialogue systems and propose solutions.
Lead the Annotation process, train the Annotators and create annotation guidelines and instructions.
Monitor data acquisition and curation.
Design quality control methodology, experiments, implementation and improvements.
Collaborate with ML/NLU to produce analyses and high-quality data that improve our ability to understand and generate natural language.
Document system configuration, processes and procedures contributing to intelligence sharing.
PhD or Master’s degree in Linguistics
Computational Linguistics 2+ years of experience in discourse and dialogue systems
NLO, NLU, phonology, phonetics, syntax, semantics, ontology, program management, human subject research, experimental design, statistics, corpus linguistics, large scale data acquisition
Focus on discourse and dialogue systems
Familiarity with experimental design, research methodologies, qualitative and quantitative analysis
Knowledge of ELAN tool
Familiarity with Python, C++, Java
Passion for the scientific study and practical analysis of the language
SENIOR DEVOPS & DATA MANAGEMENT (MONTREAL)
Work closely with the development team and the providers to build and maintain the entire development and production infrastructure.
This means supporting machine learning infrastructure in a production environment for large corporation.
In charge of the product deployment as well as the dev team IT need.
Ensuring product stability, performing QA, benchmark and tests to ensure every release are stable
Managing the code repository, system access, permissions and servers
Lead the entire deployment process
Plan, architect, manage and operate our cloud infrastructure.
Help design and implement development environments and release processes.
Lead on information systems administration, security and disaster recovery.
On call/response for critical emergencies such as disaster recovery.
Continuous deployment of infrastructure as code
Deploying and managing containers in development and production
Ensure adequate testing of changes and always have a quick roll back plan
Qualifications & Experiences
10+ Years as DevOps in complex environment
Built and maintained back-end infrastructure for Machine Learning
Experienced with software engineering best practices: design patterns, code reviews, unit and integration testing, etc.
Ability to communicate technical specifications both verbal and written
Experience with back-end server development
Understanding of security, common attacks
Expert understanding of AWS, Kubernetes and Docker, HPC and Cloud solution
Knowledgeable in GDPR compliance and Data Privacy
Support of Machine Learning and big data back-end such as: Spark, Elastic Search, Hadoop
Used with Agile & Scrum
Work closely with the product owner as well as with the data science team to create a quality user experience in our application and platform. This position requires good data analytics and algorithmic skill as well as creative and UX mindset. You need to have a good capacity to understand the user perspective and align to the quality standard within the industry.
Understand the data produces by our data science team and transcribe to meaningful visual user experience
Create new designs, user flows, wireframes, mockups, prototypes, and communicate design intent to the teams.
Coordinate with the Co-Founders to lead creation, style implementation, and design systems.
Work closely with marketing, product, and engineering teams.
Apply your analysis that make sense of user behaviours, usage patterns, factors, indicators, etc..
Perform simulation of various probable scenario
Influence product development, strategy and roadmap prioritization
Qualifications & Experiences
10+ Years in Data Visualization and Dashboards for the corporate sector
MS / Phd Degree or equivalent experience in computer science, Machine Learning or Data Analytics
Understand the UX Challenges in the Machine Learning Industry
Have a proven track record in Effective communicator and storyteller
Understand Design Thinking methodologies
Able to produce storyboards, and communicate the user experience to clients/team members.
Solid art and design background. Passionate in creating innovative and intuitive designs.
Excellent illustration skills and visual communication techniques.
Understand web and mobile designs from functional usability perspectives. From this able to design well-thought out UIs.
Understand technologies that complement UI design, e.g. responsive designs, restful APIs, form widgets, AJAX, etc.
Understand data visualization and can design for data-driven applications.
Experience with computer programs such as STATA, R, and MatLab
Strong understanding of social science statistical methods
Proven experience in data analysis methodology or statistics
Capability in understanding various data structures and formats and common techniques in data transformation
Experience extracting and combining information rich features
Data manipulation, exploration, analysis, and data integrity
Proven experience in developing functional applications and systems of medium to high technical complexity is required
Work closely with the CTO and the data science team and lead the NLP team to build product ready solution. From prototyping to customer final delivery. You will help to design and implement our language understanding module to assess business meeting efficiency and participants performance.
More than 70%+ of the time spent on coding and/or hands-on technical implementation and provide guidance & manage junior developers and interns (30%).
Drive innovation by building rapid prototypes for experimentation
Leveraging statistics, natural language processing (NLP) and machine learning (ML) techniques to create scalable solutions for business problems, customer engagement and personalized solutions
Collaborating directly with universities, research institutes and industry experts in the field to leverage their guidance and expertise to solve customer needs
Analyzing and extracting relevant information from our dataset (structured and unstructured) to help define customer needs and solutions
Design, build, and maintain the API’s and the Platform
Write efficient, modular, and reusable libraries and abstractions
Design and build internal tooling to improve development efficiency
Find and solve performance issues
Participate in code reviews
Qualifications & Experiences
10+ Years of experience in ML and NLP with a focus on focus on discourse and dialogue systems
Computer Science degree in related field
Must have worked with NLP tools such as Stanford NLP, NLTK, SpaCy, Word2Vec and other related open-source libraries.
Strong with Python, C++, Java
Design and implement machine learning pipelines
Recommend machine learning algorithms as well as suitable modifications
Capacity build your own algorithms, libraries and train proper models.
Work with structured and unstructured data, data modelling and text mining
Able to read Scientific paper and convert to code.
Knowledgeable of NLP Concept: Entity Linking, Entity Extraction, Causality & inference, topic modelling, phonology, phonetics, syntax, semantics, ontology.
SENIOR PYTHON DEVELOPER - API ARCHITECTURE - (MONTREAL)
Work in team and lead the design & integration of our internal API’s and Microservices
Design and support the implementation and integration of software components between our Machine Learning modules and our back-end
Integrate external API’s
Write well designed, testable, efficient code by using proven, current software development practices
Gather and refine specifications and requirements based on business and/or technical needs
Create and maintain software documentation
Participate and lead code review sessions within the team
Perform QA & bug fixing.
Qualifications & Experiences
10+ years' experience in software development using Python
Past experience with designing API’s
Thorough technical knowledge in software development methodologies, design (design patterns) and implementation
Familiar with Continuous Integration
Expert knowledge of SQL and noSQL database management (e.g. MySQL & MongoDB)
Strong testing experience with Test Driven Development (TDD), mocking, IoC concepts
Knowledge of Unit Testing and Mocking frameworks