Senior Software Engineer - Data Science
- LogiNext
- 4 - 7 years
- Mumbai
- 3 years ago
- Email to a friend
- Report this job
Job Description
- Adapting and enhancing machine learning techniques based on physical intuition about the domain
- Design sampling methodology, prepare data, including data cleaning, univariate analysis, missing value imputation, , identify appropriate analytic and statistical methodology, develop predictive models and document process and results
- Lead projects both as a principal investigator and project manager, responsible for meeting project requirements on schedule and on budget
- Coordinate and lead efforts to innovate by deriving insights from heterogeneous sets of data generated by our suite of Aerospace products
- Support and mentor data scientists
- Maintain and work with our data pipeline that transfers and processes several terabytes of data using Spark, Scala, Python, Apache Kafka, Pig/Hive Impala
- Work directly with application teams/partners (internal clients such as Xbox, Skype, Office) to understand their offerings/domain and help them become successful with data so they can run controlled experiments (a/b testing)
- Understand the data generated by experiments, and producing actionable, trustworthy conclusions from them
- Apply data analysis, data mining and data processing to present data clearly and develop experiments (ab testing)
- Work with development team to build tools for data logging and repeatable data tasks tol accelerate and automate data scientist duties
Requirements:
- Bachelor's or Master's degree in Computer Science, Math, Physics, Engineering, Statistics or other technical field. PhD preferred
- 4 to 7 years of experience in data mining, data modeling, and reporting
- 3+ years of experience working with large data sets or do large scale quantitative analysis
- Expert SQL scripting required
- Development experience in one of the following: Scala, Java, Python, Perl, PHP, C++ or C#
- Experience working with Hadoop, Pig/Hive, Spark, MapReduce
- Ability to drive projects
- Basic understanding of statistics hypothesis testing, p-values, confidence intervals, regression, classification, and optimization are core lingo
- Analysis - Should be able to perform Exploratory Data Analysis and get actionable insights from the data, with impressive visualization.
- Modeling - Should be familiar with ML concepts and algorithms; understanding of the internals and pros/cons of models is required.
- Strong algorithmic problem-solving skills
- Experience manipulating large data sets through statistical software (ex. R, SAS) or other methods
- Superior verbal, visual and written communication skills to educate and work with cross functional teams on controlled experiments
- Experimentation design or A/B testing experience is preferred.
- Experince in team management.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Business Intelligence & AnalyticsRole: Data AnalystEmployement Type: Full timeContact Details:
Company: LogiNextLocation(s): Mumbai+ View Contact
Keyskills: Cloud computing Data analysis Team management SAS Data modeling PHP Perl Apache Data mining Python
Fraud Alert to job seekers!
₹ Not Disclosed
Similar positions
Job Listings
We are in open beta version of website, please let us know if any issues, at: info(at)indigojobs.in