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Sr. Data Engineer

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Posted by Utsav Tiwary
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Bengaluru (Bangalore)
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3 - 5 yrs
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₹18L - ₹25L / yr (ESOP available)
Skills
API
Python
SQL
NOSQL Databases
Data modeling
Data processing
MPP
MapReduce
Job description
BitClass is looking to hire Senior Data Engineers to drive a data driven decision making culture in the organization by helping in setting up data pipelines to organize and monitor data across all the systems.Right from interactive live classes to content feed and community chat, there are hundreds of moving parts on the BitClass platform contribution to hundreds of thousands of data points which are needed to be channelized and organized to derive insights for taking business decisions.Data Engineer Job Responsibilities:
  • Develops and maintains scalable data pipelines and builds out new API integrations to support continuing increases in data volume and complexity.
  • Collaborates with analytics and business teams to improve data models that feed business intelligence tools, increasing data accessibility and fostering data-driven decision making across the organization.
  • Implements processes and systems to monitor data quality, ensuring production data is always accurate and available for key stakeholders and business processes that depend on it.
  • Writes unit/integration tests, contributes to engineering wiki, and documents work.
  • Performs data analysis required to troubleshoot data related issues and assist in the resolution of data issues.
  • Works closely with a team of frontend and backend engineers, product managers, and analysts.
  • Defines company data assets (data models) jobs to populate data models.
  • Designs data integrations and data quality framework.
  • Designs and evaluates open source and vendor tools for data lineage.
  • Works closely with all business units and engineering teams to develop strategy for long term data platform architecture.
Required Skills :
  • BS or MS degree in Computer Science or a related technical field
  • 3+ years of Python or Java development experience
  • 3+ years of SQL experience (No-SQL experience is a plus)
  • 3+ years of experience with schema design and dimensional data modeling
  • Ability in managing and communicating data warehouse plans to internal clients
  • Experience designing, building, and maintaining data processing systems
  • Experience working with either a Map Reduce or an MPP system on any size/scale
About BitClass
Establish your own teaching brand with BitClass. Create a webpage, host live courses, collect registrations & payments, teach live in our 2-way virtual classroom, acquire learners with free marketing help from experts
Founded
2020
Type
Products & Services
Size
20-100 employees
Stage
Raised funding
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Data Science
R Programming
Python
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NCR (Delhi | Gurgaon | Noida)
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5 - 10 yrs
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₹50L - ₹60L / yr

Job Description – Sr. Data Scientist

 

Credgenics is India’s first of it's kind NPA resolution platform backed by credible investors including Accel Partners and Titan Capital. We work with financial institutions, Banks, NBFCs & Digital lending firms to improve their collections efficiency using technology, automation intelligence and optimal legal routes in order to facilitate the resolution of stressed assets. With all major banks and NBFCs as our clients, our SaaS based collections platform helps them efficiently improve their NPA, geographic reach and customer experience.

 

About the Role:

We are looking for a highly-skilled, experienced, and passionate Sr. Data Scientist who can come on-board and help create and build a robust, scalable, and extendable platform to power the mission to reduce the exponentially growing Non Performing Assets in the Indian Economy by harnessing the power of technology and data driven analytics. Our focus is to provide deep insights that improve collection efficiency across delinquent portfolios of ARCs, Banks & NBFCs.

 

The ideal candidate would be someone who has worked in a data science role before wherein he/she is comfortable working with unknowns, evaluating the data and the feasibility of applying scientific techniques to business problems and products, have built platforms from scratch and have a track record of developing and deploying data-science models into live applications.

Responsibilities:

  • Work with the CTO to build the roadmap of data science function and set up the best practices
  • Collaborate with and influence leadership to ensure data science directly impacts strategy
  • Drive an organizational effort toward a better understanding of user needs and pain points, and propose solutions that data science can provide to further this goal
  • Build and deploy Machine Learning models in production systems
  • Building platforms from scratch to solve image recognition and context understanding problems, and also improving search
  • Work with large, complex data sets. Solve difficult, non-routine analysis problems, applying advanced analytical methods as needed
  • Conduct analysis that includes data gathering and requirements specification, processing, analysis, ongoing deliverables, and presentations
  • Develop comprehensive knowledge of data structures and metrics, advocating for changes, where needed for product development
  • Interact cross-functionally, making business recommendations (e.g., cost-benefit, forecasting, experiment analysis) with effective presentations of findings at multiple levels of stakeholders through visual displays of quantitative information
  • Research and develop analysis, forecasting, and optimization methods to improve the product quality
  • Build and prototype analysis pipelines iteratively to provide insights at scale
  • Building/maintaining of reports, dashboards, and metrics to monitor the performance of our products
  • Develop deep partnerships with engineering and product teams to deliver on major cross-functional measurements, testing, and modelling



 

 

 

 

 

 

Requirements and Qualifications:

  • Bachelor's or Master's degree in a technology-related field from a premier college
  • Prior 5+ years of experience of leading data science team in a start-up environment
  • Experience working on unstructured data is a plus
  • Deep knowledge of designing, planning, testing, and deploying analytical solutions
  • Implementing advanced AI solutions using at least one scripting language (e.g. Python, R) 
  • Customer oriented, responsive to changes, and able to multi-task in a fast-paced environment


Location:

This role will be based out of New Delhi

 

We offer an innovative, fast paced, and entrepreneurial work environment where you’ll be at the centre of leading change by leveraging technology and creating boundless impact in the FinTech ecosystem.

 

 

 

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Job posted by
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Mukarrum Pasha
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Founded 2013  •  Products & Services  •  100-1000 employees  •  Profitable
Big Data
Hadoop
Pig
Apache Hive
Data Warehouse (DWH)
SQL
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Pune
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2.5 - 6 yrs
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₹1L - ₹8L / yr
Job Title/Designation: Big Data Engineers - Hadoop, Pig, Hive, Spark
Employment Type: Full Time, Permanent

Job Description:
 
Work Location - Pune
Work Experience - 2.5 to 6 Years
 
Note - Candidates with short notice periods will be given preference.
 
Mandatory Skills:
  • Working knowledge and hands-on experience of Big Data / Hadoop tools and technologies.
  • Experience of working in Pig, Hive, Flume, Sqoop, Kafka etc.
  • Database development experience with a solid understanding of core database concepts, relational database design, ODS & DWH.
  • Expert level knowledge of SQL and scripting preferably UNIX shell scripting, Perl scripting.
  • Working knowledge of Data integration solution and well-versed with any ETL tool (Informatica / Datastage / Abinitio/Pentaho etc).
  • Strong problem solving and logical reasoning ability.
  • Excellent understanding of all aspects of the Software Development Lifecycle.
  • Excellent written and verbal communication skills.
  • Experience in Java will be an added advantage
  • Knowledge of object oriented programming concepts
  • Exposure to ISMS policies and procedures.
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Job posted by
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Nikita Aher
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at Analytics Consulting Company | REMOTE
Agency job
via Unnati
Data Science
R Programming
Python
MongoDB
SQL
Predictive analytics
Regression analysis
Deep Learning
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Remote, Bengaluru (Bangalore)
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2 - 4 yrs
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₹18L - ₹20L / yr
Do you want your software skills to contribute meaningfully into finding technology driven solutions for various businesses and alongside grow your career, then read on.
 
Our client provides data-based process optimization and analytics solutions to businesses worldwide. Their innovative algorithms and customized IT solutions cater to complex problems related to every field or industry, through tools that are non standard and are backed-up by extensive research. They serve startups as well as large, medium and small enterprises, a majority of their clients being industry leaders.
 
With registered offices in India, USA and UAE, their projects support various sectors and functions like logistics, IT, Retail, Ecommerce, Healthcare industry among others, across Asia, America and Europe. The founder holds a Master’s degree from IIT and a PhD in Operations Research from USA, with rich experience in Optimization and Analytics for various industries. His team of top scientists and pedagogy experts are focusing on innovative revenue generation ideas with minimum operational costs.
 
As a Data Scientist, you will apply expertise in machine-learning, data mining and statistical methods to design, prototype, and build the next-generation analytics engines and services.
 
What you will do:
  • Conducting advanced statistical analysis to provide actionable insights, identify trends, and measure performance
  • Performing data exploration, cleaning, preparation and feature engineering; in addition to executing tasks such as building a POC, validation/ AB testing
  • Collaborating with data engineers & architects to implement and deploy scalable solutions
  • Communicating results to diverse audiences with effective writing and visualizations
  • Identifying and executing on high impact projects, triage external requests, and ensure timely completion for the results to be useful
  • Providing thought leadership by researching best practices, conducting experiments, and collaborating with industry leaders

 

 

What you need to have:
  • 2-4 year experience in machine learning algorithms, predictive analytics, demand forecasting in real-world projects
  • Strong statistical background in descriptive and inferential statistics, regression, forecasting techniques.
  • Strong Programming background in Python (including packages like Tensorflow), R, D3.js , Tableau, Spark, SQL, MongoDB.
  • Preferred exposure to Optimization & Meta-heuristic algorithm and related applications
  • Background in a highly quantitative field like Data Science, Computer Science, Statistics, Applied Mathematics,Operations Research, Industrial Engineering, or similar fields.
  • Should have 2-4 years of experience in Data Science algorithm design and implementation, data analysis in different applied problems.
  • DS Mandatory skills : Python, R, SQL, Deep learning, predictive analysis, applied statistics
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Job posted by
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Veena Salian
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Founded 2016  •  Products & Services  •  20-100 employees  •  Bootstrapped
Data Science
Python
Machine Learning (ML)
Amazon Web Services (AWS)
Mathematics
Algorithms
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Remote only
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5 - 20 yrs
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₹10L - ₹30L / yr

Introduction

The Biostrap platform extracts many metrics related to health, sleep, and activity.  Many algorithms are designed through research and often based on scientific literature, and in some cases they are augmented with or entirely designed using machine learning techniques.  Biostrap is seeking a Data Scientist to design, develop, and implement algorithms to improve existing metrics and measure new ones. 

Job Description

As a Data Scientist at Biostrap, you will take on projects to improve or develop algorithms to measure health metrics, including:

  • Research: search literature for starting points of the algorithm
  • Design: decide on the general idea of the algorithm, in particular whether to use machine learning, mathematical techniques, or something else.
  • Implement: program the algorithm in Python, and help deploy it.  

The algorithms and their implementation will have to be accurate, efficient, and well-documented.

Requirements

  • A Master’s degree in a computational field, with a strong mathematical background. 
  • Strong knowledge of, and experience with, different machine learning techniques, including their theoretical background.  
  • Strong experience with Python
  • Experience with Keras/TensorFlow, and preferably also with RNNs
  • Experience with AWS or similar services for data pipelining and machine learning.  
  • Ability and drive to work independently on an open problem.
  • Fluency in English.
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Job posted by
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Reinier van Mourik
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Founded 2016  •  Services  •  100-1000 employees  •  Raised funding
Data Science
R Programming
Python
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Bengaluru (Bangalore)
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5 - 8 yrs
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₹8L - ₹12L / yr

Job description

 

Position: Data Scientist

Location: Bangalore

Long Term Contract position

 

Remote Till Covid

Experience in applied data science, analytics, data storytelling.

  • Write well documented code that can be shared and used across teams, and can scale to be used in existing products. SQL, Advanced Python or R (descriptive / predictive models), Tableau Visualization. Working knowledge of Hadoop, BigQuery, Presto, Vertica
  • Apply your expertise in quantitative analysis, data mining, and the presentation of data to uncover unique actionable insights about customer service, health of public conversation and social media
  • Inform, influence, support, and execute analysis that feeds into one of our many analytics domains - Customer analytics, product analytics, business operation analytics, cost analytics, media analytics, people analytics
  • Select and deselect analytics priorities, insights and data based on ability to drive our desired outcomes
  • Own the end to end process, from initiation to deployment, and through ongoing communication and collaboration, sharing of results to partners and leadership
  • Mentor and create sense of community and learning environments for our global team of data analysts

Soft skills:

  • Ability to communicate findings clearly to both technical and non-technical audiences and to effectively collaborate within cross-functional teams
  • Working knowledge of agile framework and processes.
  • You should be comfortable managing work plans, timelines and milestones
  • You have a sense of urgency, move quickly and ship things

Bonus Points:

  • You're experienced in metrics and experiment-driven development
  • Experience in statistical methodology (multivariate, time-series, experimental design, data mining, etc.)

Company Info
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Job posted by
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Bygrad Education
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Founded 2015  •  Product  •  100-500 employees  •  Raised funding
Python
SQL
Tableau
Team Management
Statistical Analysis
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Bengaluru (Bangalore), Mumbai
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4 - 6 yrs
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₹19L - ₹24L / yr

Role Summary

We Are looking for an analytically inclined, Insights Driven Product Analyst to make our organisation more data driven. In this role you will be responsible for creating dashboards to drive insights for product and business teams. Be it Day to Day decisions as well as long term impact assessment, Measuring the Efficacy of different products or certain teams, You'll be Empowering each of them. The growing nature of the team will require you to be in touch with all of the teams at upgrad. Are you the "Go-To" person everyone looks at for getting Data, Then this role is for you.

 

Roles & Responsibilities

  • Lead and own the analysis of highly complex data sources, identifying trends and patterns in data and provide insights/recommendations based on analysis results
  • Build, maintain, own and communicate detailed reports to assist Marketing, Growth/Learning Experience and Other Business/Executive Teams
  • Own the design, development, and maintenance of ongoing metrics, reports, analyses, dashboards, etc. to drive key business decisions.
  • Analyze data and generate insights in the form of user analysis, user segmentation, performance reports, etc.
  • Facilitate review sessions with management, business users and other team members
  • Design and create visualizations to present actionable insights related to data sets and business questions at hand
  • Develop intelligent models around channel performance, user profiling, and personalization

Skills Required

  • Having 4-6 yrs hands-on experience with Product related analytics and reporting
  • Experience with building dashboards in Tableau or other data visualization tools such as D3
  • Strong data, statistics, and analytical skills with a good grasp of SQL.
  • Programming experience in Python is must
  • Comfortable managing large data sets
  • Good Excel/data management skills
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Job posted by
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Priyanka Muralidharan
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at PayU
Founded 2002  •  Product  •  500-1000 employees  •  Profitable
Python
Data Analytics
R
R Programming
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gurgaon, NCR (Delhi | Gurgaon | Noida)
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- yrs
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₹7L - ₹15L / yr

What you will be doing:

As a part of the Global Credit Risk and Data Analytics team, this person will be responsible for carrying out analytical initiatives which will be as follows: -

  • Dive into the data and identify patterns
  • Development of end-to-end Credit models and credit policy for our existing credit products
  • Leverage alternate data to develop best-in-class underwriting models
  • Working on Big Data to develop risk analytical solutions
  • Development of Fraud models and fraud rule engine
  • Collaborate with various stakeholders (e.g. tech, product) to understand and design best solutions which can be implemented
  • Working on cutting-edge techniques e.g. machine learning and deep learning models

Example of projects done in past:

  • Lazypay Credit Risk model using CatBoost modelling technique ; end-to-end pipeline for feature engineering and model deployment in production using Python
  • Fraud model development, deployment and rules for EMEA region

 

Basic Requirements:

  • 1-3 years of work experience as a Data scientist (in Credit domain)
  • 2016 or 2017 batch from a premium college (e.g B.Tech. from IITs, NITs, Economics from DSE/ISI etc)
  • Strong problem solving and understand and execute complex analysis
  • Experience in at least one of the languages - R/Python/SAS and SQL
  • Experience in in Credit industry (Fintech/bank)
  • Familiarity with the best practices of Data Science

 

Add-on Skills : 

  • Experience in working with big data
  • Solid coding practices
  • Passion for building new tools/algorithms
  • Experience in developing Machine Learning models
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Job posted by
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Deeksha Srivastava
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Founded 2017  •  Product  •  20-100 employees  •  Raised funding
Data Science
R Programming
Python
Supply Chain Management (SCM)
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Bengaluru (Bangalore)
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- yrs
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₹9L - ₹15L / yr
WyngCommerce is building state of the art AI software for the Global Consumer Brands & Retailers to enable best-in-class customer experiences. Our vision is to democratize machine learning algorithms for our customers and help them realize dramatic improvements in speed, cost and flexibility. Backed by a clutch of prominent angel investors & having some of the category leaders in the retail industry as clients, we are looking to hire for our data science team. The data science team at WyngCommerce is on a mission to challenge the norms and re-imagine how retail business should be run across the world. As a Junior Data Scientist in the team, you will be driving and owning the thought leadership and impact on one of our core data science problems. You will work collaboratively with the founders, clients and engineering team to formulate complex problems, run Exploratory Data Analysis and test hypotheses, implement ML-based solutions and fine tune them with more data. This is a high impact role with goals that directly impact our business. Your Role & Responsibilities: - Implement data-driven solutions based on advanced ML and optimization algorithms to address business problems - Research, experiment, and innovate ML/statistical approaches in various application areas of interest and contribute to IP - Partner with engineering teams to build scalable, efficient, automated ML-based pipelines (training/evaluation/monitoring) - Deploy, maintain, and debug ML/decision models in production environment - Analyze and assess data to ensure high data quality and correctness of downstream processes - Communicate results to stakeholders and present data/insights to participate in and drive decision making Desired Skills & Experiences: - Bachelors or Masters in a quantitative field from a top tier college - 1-2 years experience in a data science / analytics role in a technology / analytics company - Solid mathematical background (especially in linear algebra & probability theory) - Familiarity with theoretical aspects of common ML techniques (generalized linear models, ensembles, SVMs, clustering algos, graphical models, etc.), statistical tests/metrics, experiment design, and evaluation methodologies - Demonstrable track record of dealing with ambiguity, prioritizing needs, bias for iterative learning, and delivering results in a dynamic environment with minimal guidance - Hands-on experience in at least one of the following: (a) Anomaly Detection, (b) Time Series Analysis, (c) Product Clustering, (d) Demand Forecasting, (e) Intertemporal Optimization - Good programming skills (fluent in Java/Python/SQL) with experience of using common ML toolkits (e.g., sklearn, tensor flow, keras, nltk) to build models for real world problems - Computational thinking and familiarity with practical application requirements (e.g., latency, memory, processing time) - Excellent written and verbal communication skills for both technical and non-technical audiences - (Plus Point) Experience of applying ML / other techniques in the domain of supply chain - and particularly in retail - for inventory optimization, demand forecasting, assortment planning, and other such problems - (Nice to have) Research experience and publications in top ML/Data science conferences
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Job posted by
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Ankit Jain
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Founded 2012  •  Products & Services  •  0-20 employees  •  Bootstrapped
Python
MySQL
Deep Learning
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NCR (Delhi | Gurgaon | Noida)
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- yrs
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₹2L - ₹5L / yr
Job Description: Data Science Analyst/ Data Science Senior Analyst Job description KSTYCH is seeking a Data Science Analyst to join our Data Science team. Individuals in this role are expected to be comfortable working as a software engineer and a quantitative researcher, should have a significant theoretical foundation in mathematical statistics. The ideal candidate will have a keen interest in the study of Pharma sector, network biology, text mining, machine learning, and a passion for identifying and answering questions that help us build the best consulting resource and continuous support to other teams. Responsibilities Work closely with a product scientific, medical, business development and commercial to identify and answer important healthcare/pharma/biology questions. Answer questions by using appropriate statistical techniques and tools on available data. Communicate findings to project managers and team managers. Drive the collection of new data and the refinement of existing data sources Analyze and interpret the results of an experiments Develop best practices for instrumentation and experimentation and communicate those to other teams Requirements B. Tech, M.Tech, M.S. or Ph.D. in a relevant technical field, or 1+ years experience in a relevant role Extensive experience solving analytical problems using quantitative approaches Comfort manipulating and analyzing complex, high-volume, high-dimensionality data from varying sources A strong passion for empirical research and for answering hard questions with data A flexible analytic approach that allows for results at varying levels of precision Ability to communicate complex quantitative analysis in a clear, precise, and actionable manner Fluency with at least one scripting language such as Python or PHP Familiarity with relational databases and SQL Experience working with large data sets, experience working with distributed computing tools a plus (KNIME, Map/Reduce, Hadoop, Hive, etc)
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Job posted by
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Sanatan Upmanyu
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Founded 2017  •  Products & Services  •  20-100 employees  •  Bootstrapped
Apache HBase
Hadoop
MapReduce
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Bengaluru (Bangalore)
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- yrs
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₹6L - ₹20L / yr
www.aaknet.co.in/careers/careers-at-aaknet.html You are extra-ordinary, a rock-star, hardly found a place to leverage or challenge your potential, did not spot a sky rocketing opportunity yet? Come play with us – face the challenges we can throw at you, chances are you might be humiliated (positively); do not take it that seriously though! Please be informed, we rate CHARACTER, attitude high if not more than your great skills, experience and sharpness etc. :) Best wishes & regards, Team Aak!
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Job posted by
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Debdas Sinha
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