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Data science
Development
Management
Job Requirements
- BA/MS/PhD degree in Computer Science, Physics, Math or similar;
- Strong mathematical background in Machine Learning and Deep Learning;
- Over 5 years of work experience in Machine Learning;
- Over 2 years of data science team leadership experience;
- Understand the principles of computer science algorithms and data structures, familiar with mathematical computing, including but not limited to statistical models, linear algebra, machine learning, and deep learning;
- Solid understanding of anomaly detection and signals processing and analysis;
- Excellent coding skills in Python;
- Practical knowledge of ML/DL frameworks (Scikit, PyData stack, Tensorflow, PyTorch, etc.);
- Familiar with concurrent programming;
- Ability to postulate and verify research hypotheses, explain and present results.
What you will do
- Develop innovative machine learning algorithms for analysis of time series, generated by industrial process;
- Analyse algorithm performance bottlenecks and propose solutions for improvement and optimisation;
- Prepare new algorithms for deployment and support deployment to production;
- Monitor algorithms metrics, statistics and performance;
- Work in a team and collaborate with other colleagues to contribute into common knowledge base;
- Manage individual project priorities, deadlines and deliverables;
- Mentor and navigate team members in terms of possible problem solutions while leaving the space for their own problem solving skills development and creativity;
- Perform project planning and track the project progress, make sure that all the deliverables are finished within deadlines and at the highest quality;
- Be proactive on possible improvements of the overall team performance and seek for tight collaboration with other teams within the company who work on similar projects.
Job Requirements
- BA/MS/PhD degree in Computer Science, Physics, Math or similar;
- Strong mathematical background in Machine Learning and Deep Learning;
- Over 3 years of work experience in Machine Learning (time series);
- Understand the principles of computer science algorithms and data structures, familiar with mathematical computing, including but not limited to statistical models, linear algebra, machine learning, and deep learning;
- Solid understanding of anomaly detection and signals processing and analysis;
- Excellent coding skills in Python;
- Practical knowledge of ML/DL frameworks (Scikit, PyData stack, Tensorflow, PyTorch, etc.);
- Ability to postulate and verify research hypotheses, explain and present results.
What you will do
- Develop complex algorithms for industrial processes optimisation based on machine learning methods using data from real equipment;
- Deep dive into the domain of industrial processes by studying theory with the world's leading experts;
- Develop models using highly complex methods based on maths modelings of physical processes;
- Analyse algorithm performance bottlenecks and propose solutions for improvement, retrofitting, and optimisation;
- Closely work with client representatives, visit production facilities, and take an active part in business processes;
- Prepare new algorithms for deployment and support deployment to production;
- Monitor algorithms metrics, statistics, and performance;
- Work in a team and collaborate with other colleagues to contribute to a common knowledge base.
Job Requirements
- 3+ years support experience of web/server-side applications;
- Problem-solving skills and ability to work under pressure;
- Experience troubleshooting customer issues and reading/debugging logs/code;
- Good knowledge of logging systems and modern monitoring solutions (ELK, Solr, Prometheus, Grafana);
- Hands on experience with relational and noSQL databases (PostgreSQL, Clickhouse,Minio, Kafka);
- Knowledge of system/network administration of Linux/Unix systems;
- Understanding of software development life cycle and methodologies;
- Experience with coding in languages (e.g., Python or Java);
- Proficiency in English, both oral and written;
- Good attitude towards travel – business trips to the sites up to 40% time.
What you will do
- Support and maintenance of Conundrum AI platform, its components and optimisation solutions (ML applications);
- Sort out the common problems from customers regarding software usage and operation via email, phone or in-field support;
- Report complex problems to R&D team for analysis and resolution;
- Taking part in an on-call support rotation;
- Build relevant documentation (technical, check lists, FAQs, customer instructions, etc.);
- Conduct Customer training programs;
- On a continuous basis collect customer feedback, contribute development ideas into the product development roadmap.
Job Requirements
- 3+ years of experience in testing of web/server-side applications
- Experience in setting up and improving QA team workflows
- Clear understanding of client-server architecture and its testing principles;
- Clear understanding of testing techniques and testing types;
- Experienced in creating and maintaining test documentation (check-lists, test cases, bug tracking system, etc.);
- Proficiency with any test framework, especially written in JavaScript/TypeScript/Python;
- Experience in writing automation scripts;
- Ability to find bugs and attentiveness to details;
- Experienced with developer tools for investigating browser problems;
- Experience in API testing (Postman, Swagger, Fiddler);
- Ability to work in a team and together with another QA engineer,
- Good analytical skills, responsibility, self-organisation, attentiveness, and good learning skills;
- English – upper-intermediate/advanced.
What you will do
- Participate in the development and support of the automation test platform;
- Communication with BA, PO, Account/Setup managers, internal development teams regarding requirements clarifications and quality expectations;
- Defect reporting: report and re-test defects according to generally accepted best practices and internal policies;
- Test Activities Planning: active participation in refinement and planning sessions, providing
- valuable feedback and accurate estimates for testing tasks;
- QA internal knowledge base updating;
- Participate in Scrum activities;
- Research and develop new QA technologies and tools.
Job Requirements
- Excellent Typescript programming skills (2+ years of experience);
- Architecture skills, understanding of patterns;
- Practical skills with Angular 8+ (not AngularJS);
- Experience with RxJS;
- Practical skills with CSS;
- Understanding of software development life cycle and methodologies;
- English – upper-intermediate/advanced.
What you will do
- Design, develop, test, deploy, maintain and improve software based on latest Angular;
- Development process improvements to make
- Drive adoption of best practices in service health, testing, and maintainability.
Job Requirements
- Solid Python skills, application focused rather than data engineering;
- Solid experience of working with relational databases (PostgreSQL, MySQL, Oracle);
- Practical skills with Frontend (Angular/React/Vue);
- Practical Java programming skills;
- Docker experience.
What you will do
- Develop, test, deploy, maintain and improve software (domain model, web services, integration with 3rd party services) written in Python 3 and Java 11;
- Interact with stakeholders including client-facing and Data-science teams to gather and analyse requirements for new features, then design and implement them;
- Drive adoption of best practices in code health, testing, and maintainability;
- Provide guidance and custom configurations for client-facing team installations.
Job Requirements
- Excellent Python programming skills (2+ years of experience);
- Practical skills with data science libraries like NumPy, Pandas, Scikit-learn;
- Solid experience of work with relational and noSQL databases (PostgreSQL, Clickhouse, Redis);
- Understanding of computer science algorithms and data structures;
- Understanding of software development life cycle and methodologies;
- Development skills on a Unix or Linux platform (including networks);
- Microservices development skills;
- English – upper-intermediate/advanced.
What you will do
- Design, develop, test, deploy, maintain and improve software (web services, data processing pipelines, etc.) in Python;
- Participation in the development process improvement by doing internal development tasks that make our teams more efficient;
- Drive adoption of best practices in code health, testing, and maintainability.
Job Requirements
- 3+ years experience working as a Project / Delivery Manager within agile software development teams;
- University degree (Bachelor / Master), preferably with a technical major;
- Good resource planning skills;
- Good understanding of software development life cycle and methodologies;
- Ability to prioritise multiple tasks and demonstrate commitment to meet deadlines;
- High working capacity, attention to details;.
- A proactive attitude;
- Excellent verbal and written communication skills;
- Business travel up to 40% of work time (depending on the stage of the project).
What you will do
- Set project goals and come up with plans to meet those goals, in coordination with the Customer and internal development / deployment teams;
- Maintain project timeframes, plan budget / resources;
- Deploy and manage project resources (DS, IT deploy, Software Support, etc.);
- Coordinate project team members and other resources in order to deliver projects on schedule and within budget;
- Use project management tools to track project performance and schedule adherence;
- Be the central communication point for the team, management, and customer employees on the project, this includes expectation management;
- Conduct risk assessments for projects;
- Organise internal and external meetings to track project progress;
- Produce relevant materials/ reports;
- Evaluate team performance, provide timely feedback & assistance to project team members.
Job Requirements
- 3+ years of experience in B2B sales in IT;
- Bachelor's / Master's degree in Business, Marketing, Communications or Computer Science;
- Strong verbal and written communication skills;
- Excellent leadership skills;
- Results-oriented with strong analytical skills;
- English – Advanced.
What you will do
- Develop sales strategy (industries, geography, target customer profile, success metrics, pricing policy);
- Generate leads, run negotiations, formulate and “sell” business cases, close deals;
- Develop marketing materials and organise marketing events (presentations, product demonstrations, meetings, etc.);
- Engage internal resources, including technical and admin staff;
- Manage Key Accounts including Customer success;
- Build market and competitor intelligence;
- Develop external network and support corporate PR activities (publications, events);
- Plan sales activities, execute and report results.
Industrial AI for metals & mining
Copyright © Conundrum Industrial Limited, 2022
CONTACTS
CONUNDRUM INDUSTRIAL LIMITED,
Merlin Place, Milton Road, Cambridge, United Kingdom, CB4 0DP
Merlin Place, Milton Road, Cambridge, United Kingdom, CB4 0DP
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