Data Scientist

Job Description Data Scientist

Job Location: Either Mumbai or Bengaluru

Work From Office Role

We are looking for an experienced and innovative Data Scientist to join our team. The ideal candidate will leverage advanced analytics and machine learning techniques to extract valuable insights from our vast B2B dataset and develop predictive models to enhance our product offerings.

Responsibilities

Develop and implement machine learning models for tasks such as entity resolution, lead scoring, and company classification

Perform data cleaning, preprocessing, and feature engineering

Create algorithms for data enrichment, including technographic and firmographic data prediction

Conduct exploratory data analysis to uncover patterns and trends in B2B data

Collaborate with data engineers to implement models in production environments

Design and conduct A/B tests to evaluate the effectiveness of data models and algorithms

Develop data visualization tools to communicate insights to both technical and non-technical stakeholders

Stay current with the latest advancements in machine learning and data science, particularly in areas relevant to B2B data intelligence

Requirements

Master's or Ph.D. in Data Science, Mathematics, Statistics, or a related field (Bachelor's degree with relevant experience may be considered)

3+ years of experience in data science roles, preferably in B2B or marketing analytics

Strong programming skills in Python or R, with experience in data science libraries (e.g., Pandas, Numpy, Scikit-learn, TensorFlow, PyTorch)

Expertise in statistical analysis and machine learning techniques

Experience with SQL and working with large datasets

Familiarity with big data technologies (e.g., Spark, Hadoop)

Excellent problem-solving skills and ability to translate business problems into data science solutions

Strong communication skills to present complex findings to both technical and non-technical audiences

Preferred Qualifications

Experience in natural language processing (NLP) and text analytics

Understanding of B2B sales and marketing processes

Experience with cloud-based data science platforms (AWS SageMaker)