Requirements:
Role Specific – essential:
- familiarity with theory behind various machine learning concepts
- commercial experience with various Machine Learning (ML) models (e.g. decision trees, ensemble-based tree models, linear regression, etc.)
- experience with business requirements gathering, transforming them into technical plan, data processing, feature engineering, models evaluation, hypothesis testing and model deployment
- previous experience in an analytical role supporting business
- fluency in Python, basic working knowledge of SQL
- knowledge of specific DS/ML libraries
Role Specific – nice to have:
- familiarity with other languages: R, Scala would be a plus
- experience in working with big data and distributed environments would be a plus
- commercial experience proven by multiple successful projects in the areas of forecasting would be a big plus
General:
- basic computer programming skills and familiarity with programming concepts
- strong business acumen
- ability to come up with creative solutions to address customer problems
We offer:
- Stable employment. On the market since 2008, 1300+ talents currently on board in 7 global sites.
- “Office as an option” model. You can choose to work remotely or in the office.
- Great Place to Work® certified employer.
- Flexibility regarding working hours and your preferred form of contract.
- Comprehensive online onboarding program with a “Buddy” from day 1.
- Cooperation with top-tier engineers and experts.
- Unlimited access to the Udemy learning platform from day 1.
- Certificate training programs. Lingarians earn 500+ technology certificates yearly.
- Upskilling support. Capability development programs, Competency Centers, knowledge sharing sessions, community webinars, 110+ training opportunities yearly.
- Internal Gallup Certified Strengths Coach to support your growth.
- Grow as we grow as a company. 76% of our managers are internal promotions.
- A diverse, inclusive, and values-driven community.
- Autonomy to choose the way you work. We trust your ideas.
- Create our community together. Refer your friends to receive bonuses.
- Activities to support your well-being and health.
- Plenty of opportunities to donate to charities and support the environment.
- Modern office equipment. Purchased for you or available to borrow, depending on your location.
,[Tasks:, Running end-to-end initiatives (Business understanding, Data understanding/preparation, Modeling, Evaluation and Deployment), Analyzing and interpreting the findings, Drawing conclusions and recommendations- including expected benefits and measuring ROI for enhancing business processes, Pre-sales activities] Requirements: Python, Machnine Learning, SQL, Machine learning, Requirements gathering, Scala, Big Data, Forecasting Additionally: Training budget, Sport subscription, Private healthcare.
feature-engineering Scala Data Science Python Pre-sales business acumen linear-regression R Big data SQL Machine Learning forecasting data-processing hypothesis-test Model deployment