Employment Information
Purpose of the Job
We are seeking a talented Data Scientist to join our dynamic Data Science and Engineering team. As part of this team, you will play a crucial role in solving complex business and engineering challenges using predictive models, heuristics, and data-driven insights. If you’re passionate about leveraging machine learning techniques to drive impactful solutions, we’d love to hear from you!
Key Responsibilities
- Conduct thorough research on input topics related to business requirements.
- Generate innovative ideas for features and models necessary to address various problems within our adserver system.
- Collaborate with cross-functional teams to integrate machine learning models into our core business applications.
- Build robust machine learning models, including but not limited to:
- Logistic regression
- Decision trees
- Natural Language Processing (NLP) models
- Neural networks
- Fine-tune models for optimal accuracy and performance.
- Work with diverse databases to prepare and preprocess data for model training.
- Ensure seamless integration of machine learning solutions with our business applications.
- Demonstrate strong programming skills (Python/Java) to create efficient and scalable models.
- Exhibit proficiency in data structures and algorithms.
- Write effective database queries to extract, transform, and load data for model training and evaluation.
Qualifications Requirement: Experience, Skills & Education
- B.Tech/M.Tech/Ph.D. in Computer Science, Information Technology, or Statistics from a Tier 1/2 college.
- 4-8 years of hands-on experience in data science, machine learning, or related fields.
- Expertise in writing Python/Java code for model development.
- Strong understanding of data structures and algorithms.