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Data Scientist
Connecteam is a TLV-based startup that’s on a mission to change the work experience for 80% of the world’s global workforce - the deskless employees.
Our business management platform helps thousands of businesses thrive by taking away the daily hustle and complexities of managing teams, so they can have the peace of mind to grow and run their business.
We're looking for highly talented, experienced, passionate, and data-driven Senior Data Scientists.
- Create and develop ML models to drive the company forward and support decision making; while using data driven insights about our product, customers, business goals…
- Work in a team and independently, understand business requirements and how they relate to and support business KPIs.
- Research creative data-driven ways to solve challenging real-world business problems
- Design, establish, maintain and evolve the company’s machine learning (ML) models
- Develop production-level, scalable ML pipelines and models
- Collaborate with analytics, business and data engineering teams and bring a proactive approach to handling anomalies and abnormal behavior within our DWH
- Use your background in predictive modeling, advanced statistical analysis, ML practices and techniques and time series modeling to build new features and products.
Requirements
- BSc/MSc in a quantitative field (statistics, mathematics, computer science or equivalent)
- 7+ years of proven experience in developing and delivering end-to-end ML models, from data cleansing, feature engineering, algorithm development and implementation of models in production with real-world data
- Deep statistical and mathematical knowledge (regression, linear algebra, properties of distributions, etc.) and the ability to understand, utilize and innovate on state-of-the art machine learning algorithms and statistical modeling
- Advanced knowledge in ML and deep learning
- Familiarity with standard frameworks in data science (Numpy, Pandas, Scipy, Sklearn), gradient boosting frameworks, DNN frameworks
- Languages: Python, working SQL knowledge with relational databases, query authoring (SQL), working with a variety of datasets
- Knowledge of NLP/text analytics - advantage
- Experience with using LLM frameworks - advantage
- Experience with BigQuery - advantage
- Knowledge of C++ - advantage
- Start-up experience - advantage
Joining Connecteam Is The Smart Move:
- We build our people up. Every team member is treated as a long-term investment and we recognize the value in always nurturing and training them so they can go above and beyond in their skills and job duties.
- We make an impact on our customer’s business. We are on a mission to provide managers of all business types and sizes with the tools they need to communicate, operate, engage, and run their deskless workforce. Our product offers them an effective and affordable solution to run their business.
- We get the job done. Connecteam employees are passionate in executing their job duties so they can drive the company forward and provide real value to our customers.
- We have fun! From weekly happy hours to holiday parties, we always enjoy each other’s company (and good food, of course). Connecteam is like one big, happy family!
- Everyone is welcome. Connecteam is committed to building an encouraging, caring, and supportive environment. We share a responsibility to support our team and enrich their lives.