Zigsaw

Data Scientist

Bangalore Group Bangalore Negotiable

Job Description

The Data Scientist will apply his/her strong expertise in machine learning, data
mining, and information retrieval to design, prototype and build next generation advanced analytics
engine and services. The Data Scientist collaborates with translators to define technical problem
statement and hypothesis to test; develops efficient and accurate analytical models that mimic
business decisions.

Role & Responsibilities:
• Design, create, test and implement complex machine learning and deep learning models and
algorithms that drive analytical solutions throughout the organization
• Work with business managers to frame a problem, both mathematically and within the
business context. Perform exploratory data analysis to gain insights about the problem
• Experienced in proposing ROI based solutions to business driven by AI/ML; Be a storyteller
to explain the ‘why & how’ of your data driven recommendations to cross-functional teams
• Leverage variety of machine learning techniques (clustering, decision tree learning, artificial
neural networks, etc.) and their real-world advantages/drawbacks to achieve business
outcomes
• Conduct advanced statistical and other analysis to provide actionable insights, identify
trends, and measure performance leveraging TensorFlow

Education/Experience

Basic Qualifications:
• 5+ years of experience in software development of large-scale data infrastructure and
distributed systems
• 5+ years of experience in data extraction, transformation, statistical analysis and data
modeling
• 5+ years of experience developing enterprise software using Java or Python
• 3+ years of experience in applying Data Mining and Machine Learning techniques to solve
business problems
• 3+ years of experience using major RDBMS, SAP, Hadoop, Spark, Elasticsearch, or similar
technologies
• 3+ years of experience with statistical modeling tools such as R, SAS, SciKit-learn,
• Bachelors degree in Computer Science, Computer Engineering, Machine Learning, or related
field or equivalent experience

Technical Skills:
• Experience with Azure and/or GCP cloud platform
• Experience in machine learning, statistics, optimization or related fields; deeper experience
in working with large data sets, simulation/ optimization or distributed computing tools is a
plus
• Experience working with Open CV, Deep learning experience and time series analysis
• Experience with Map/Reduce, SAP, Hadoop, Hive, Spark, etc.
• Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data
and draw insights from large data sets

• Coding knowledge and experience with several languages: Python, Go, Java, JavaScript, R,
SQL etc.
• Knowledge and experience in statistical and data mining techniques: GLM/Regression,
Random Forest, Boosting, Trees, text mining, social network analysis, etc.

Professional Skills:
• Strong leadership and management skills
• Strong communication and interpersonal skills
• Strong analytical and problem-solving skills and passion for product development

Data Scientist

Job Description

Education/Experience

Job Summary

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