Data Scientist (Multiple Positions)
Tiktokabout 1 year ago
Los Angeles, California, United States
Remote
Full-time
Junior Level (1-3 years)
Job Description
Key Responsibilities
- Build rules, algorithms, and machine learning (ML) models to identify and extract valuable business insights/information from raw data and data sources.
- Analyze large amounts of information to discover trends and patterns in data through probability and statistical analysis and automate the collection processes.
- Build predictive models and machine-learning algorithms.
- Present information using data visualization techniques.
- Develop classification and regression algorithms using machine learning techniques.
- Propose solutions and strategies to business challenges.
- Collaborate with cross-functional teams (e.g., data engineers, domain experts) to optimize overall project goals.
Required Qualifications
- Must have a Master's degree in Computer Science, Engineering (any), Information Technology, Machine Learning, Data Science, Data Analytics, Business Analytics, Statistics, Mathematics, or a related quantitative field, and 1 year of related work experience; OR a Bachelor's degree in a related field and 3 years of related work experience.
- 1 year of experience using SQL queries and data visualization tools to gather, process, visualize, and analyze large quantities of data.
- 1 year of experience analyzing large quantities of data using Python and statistical analysis techniques.
- 1 year of experience developing machine learning models in Python.
- Experience providing data-driven insights and recommendations based on model performance, regulations, and business requirements.
Benefits & Perks
- 100% premium coverage for employee medical insurance
- Approximately 75% premium coverage for dependents
- Health Savings Account (HSA) with company match
- Dental and Vision insurance
- Short/Long term Disability insurance
- Basic Life, Voluntary Life and AD&D insurance plans
- Flexible Spending Account (FSA) options
- 10 paid holidays per year
- 17 days of Paid Personal Time Off (PPTO)
- 10 paid sick days per year
- 12 weeks of paid Parental leave
- 8 weeks of paid Supplemental Disability
- Mental and emotional health benefits through EAP and Lyra
- 401K company match
- Gym and cellphone service reimbursements
Required Skills
python
data visualization
predictive modeling
machine learning
SQL
statistical analysis