Extract valuable data from diverse sources through advanced data mining techniques. Utilize machine learning tools to meticulously select features and develop optimized classifiers. Conduct preprocessing of both structured and unstructured data to ensure quality and relevance. Enhance data collection methodologies to encompass all pertinent information required for analytical system development. Process, cleanse, and validate data integrity to uphold the highest standards for analysis. Analyze vast datasets to uncover patterns and formulate innovative solutions. Design and implement prediction systems and cutting-edge machine learning algorithms. Communicate findings and insights effectively to stakeholders. Propose actionable solutions and strategies to address complex business challenges. Collaborate closely with Business and IT teams to ensure alignment and successful project outcomes. Requirements: Extensive expertise in optimization methodologies, with proficiency in utilizing optimization libraries such as CPLEX, Gurobi, ortools, etc. Strong proficiency in Python programming, including object-oriented concepts, and proficiency in using machine learning libraries, coupled with a basic understanding of SQL. Proven commercial experience demonstrated through successful data science projects. Familiarity with feature engineering techniques and utilization of external data sources advantageous for forecasting applications. Hands-on experience with cloud technologies, particularly MS Azure. Thorough understanding of the theoretical foundations of various machine learning concepts. Commercial experience in deploying diverse machine learning models (e.g., decision trees, ensemble-based models, linear regression, etc.). Solid background in statistics and mathematics, including multivariable calculus and linear algebra. Proven experience in end-to-end project delivery following CRISP-DM methodology and Agile project management principles (e.g., Scrum, Kanban). Experience in a client-facing role, demonstrating strong communication and interpersonal skills. Ability to conduct independent research, gather insights, and provide recommendations for solving problems of varying complexity. Excellent communication skills, both written and verbal, with the ability to convey technical concepts to non-technical stakeholders effectively.
Offer: Stable employment. On the market since 2008, 1400+ talents currently on board in 7 global sites. "Office as an option" model. You can choose to work remotely or in the office. 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. 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. Great Place to Work Certified Employer in the Philippines #J-18808-Ljbffr
