Job Description:Who we areEuromonitor International is the leading independent market research company; investigating and understanding what consumers want and need, helping businesses create products and services that cater to their preferences and trends. We are an organisation that champions flexibility, with opportunity to grow and be supported with continuous learning and development.In Data Science we work with the data from fast changing consumer goods world. Data comes both from standardized databases and from online retail channels in various forms like semi-structured text in various languages, images or precise numeric values.We have already developed 400+ ML models which help us to identify consumer good attributes our clients are interested in.Currently we are looking for a new colleague to join the team and assist developing new and improving existing ML models according to our client feedback and suggest new ways looking at the data which would result in new products.Job Responsibilities:· Formulating hypotheses and developing proof-of-concept ML models for NLP, Image Processing,· Supervised/Unsupervised Learning tasks;· Translating Industry specific knowledge into proper models;· Monitoring and ensuring data quality;· Communicating insights effectively in both written and visual way;Requirements:
Background in Mathematics/Physics/Natural Sciences or Engineering fields, relevant working experience of 5+ years;
Advanced knowledge of Python/R/SQL, understanding of merge-request git flow, basic scripting including CI/CD, regular expressions, shell commands, HTML/JavaScript and basic webapp development skills.
Good coding habits such as proper documentation, linting, styling, reproducibility, code review best practices, and test-driven development.
Skills to maintain ML models: measure performance, add/remove classes, create effective labelling batches, retrain with assessment of the impact.
Ability to suggest model improvements, propose working solutions for business problems, ensure the model works with existing models, track model experiments and keep model documentation updated.
Skills to clearly communicate problem status, actions taken, conclusions, improvements and limitations.
Experience creating and using cloud resources, familiarity with notebooks, SQL instances, buckets, secrets, VMs, and service accounts, understanding and contributing to pipelines, applying model scaling practices and cloud cost awareness.
Understanding of which visualizations to use with different data types, comfortable with at least one visualization framework, and capable of creating shareable/dynamic reports/apps.
Proficiency in applying EDA principles, classical supervised/unsupervised learning techniques, main NLP techniques, a good understanding of deep-learning techniques and awareness of model and computational complexity.
Joining us you will find:
Flexible work time with perfect work/life balance;
Competitive salary with wide variety of benefits like longer holidays, additional health insurance, social responsibility initiatives you can take part in, office perks;
Intelligent and fun colleagues working in constructive and inspiring atmosphere.
Salary: 60,000 - 90,000 Euros
Benefits:Our values
We act with integrity
We are curious about the world
We are stronger together
We seek to empower
We find strength in diversity
International: not only do we have a very multinational workforce in each office but we are all dealing with our 16 offices worldwide on a daily basis.Hardworking but sociable: our staff know how to work hard but also how to enjoy themselves! We pride ourselves on creating an appropriate work-life balance, with flexible hours and regular socialising including frequent after work meet ups, summer and Christmas parties and a whole range of sports and other groups to be involved with.Committed to making a difference: We think that people are looking for something worthwhile in a company beyond the workplace. Our extensive Corporate Social Responsibility Programme gives each member of staff two volunteering days a year in addition to holidays. It sees us reaching out into the local community with our mentoring, group volunteering, and fundraising initiatives as well as supporting international charities through our website sales, matching staff sponsorship fundraising, and carbon offsetting all our flights, amongst many other activities.Opportunities to grow: we offer extensive training and development opportunities at all levels. The vast majority of our managers and directors have been promoted from within and many have moved across departments as well as upwards. We pride ourselves on identifying and rewarding talent.Equal Employment Opportunity Statement: Euromonitor International does not discriminate in employment on the basis of race, colour, religion, sex, national origin, political affiliation, sexual orientation, gender identity, marital status, disability and genetic information, age, membership in an employee organization, or other non-merit factor.
