Team Leader, Data Science Team

May 04, 2017 01:29 pm

eGeneration Ltd. Company Name: eGeneration Ltd.

Job Title: Team Leader, Data Science Team

Job Type: Full Time

Job Category: IT & Telecommunication

Deadline: 31 May,2017

Educational Qualification:

Educated to a minimum of degree level in a highly analytical discipline such as - Mathematics, Statistics, Econometrics, Actuarial Studies, Data Science, Computer Science etc.

 

Experience:
  • Commercial Data Science experience, (IT industry experience at least 10 years where 3 years in Data Science)
  • Relevant experience in Big Data cloud (AWS/Azure)
  • Experience with common data science toolkits, such as R, Gainsight, Weka, NumPy, MatLab, etc.

 

Requirement:

Required Skills & Experience:

  • Commercial Data Science experience, (IT industry experience at least 10 years where 3 years in Data Science)
  • Relevant experience in Big Data cloud (AWS/Azure)
  • Experience with common data science toolkits, such as R, Gainsight, Weka, NumPy, MatLab, etc.
  • Ability and experience to manipulate large datasets leveraging Spark, MapReduce and/or Hadoop
  • Proficiency in working on Big Data platforms (Hadoop, Redshift etc.)
  • Strong background in statistical modelling
  • SQL development and script automation, database design experience
  • Extract Transform and Load (ETL) process, data structures, algorithms, operating systems, and/or distributed systems
  • Experience building Machine Learning Models in Python/Java/Scala/R.
  • NoSQL databases (e.g. HBASE, Cassandra, MongoDB, etc)
  • Data visualisation of complex relationships (e.g. Tableau, d3 and Shiny, etc)
  • Scala and one of the following (object oriented or functional) programming language (e.g. Java, C++, C#)
  • Expertise in predictive analytics/statistical modeling/data mining/machine learning algorithms and techniques (clustering, regression, multivariate testing, classification)  
  • Experience working with unstructured and structured data with a solid understanding of Big data solutions
  • Machine Learning, Deep Learning, Spark, HD Insight, R server)
  • Applied statistics skills, such as distributions, statistical testing, regression, etc.
  • Comfortable working in a Linux environment
  • Scripting and programming skills  

 

Instruction :

http://jobs.bdjobs.com/jobOnlineapply.asp

Source: bdjobs

 

Job Detail:

eGeneration is a leading management consulting, technology services and outsourcing company in Bangladesh. The company is working both in local and international market for IT consultancy, information security and advisory services since 2003.

With our comprehensive understanding of diverse business verticals and wide resources, we mobilize the right people, skills and technologies to help organizations enhance its performance and transform cost burdens into competitive edge.

Currently we are looking for applicants for the position of Team Leader, Data Science Team who will be instrumental in building and growing the Data Science team and play a leading role in implementing exciting data science projects that will reinvent the Data Science business for eGeneration. Candidates with demonstrated skill and motivation will find their right track at eGeneration family.


Position: Team Leader, Data Science Team

Duties and Responsibilities:

The Team Leader is expected to play an instrumental role to build and grow Data Science team and develop Data Science business for eGeneration
Implement and validate big data algorithms and models using solid programming skills (such as c++, java, Python, R or other) and machine learning tools
Develop big data frameworks, design efficient data mining algorithms
Apply effective algorithms to large scale data modeling
Apply statistical techniques and tools for data mining and modeling of business applications to gather key organizational data and metrics
Develop clear framework and guidelines for implementation of Data Mining solutions on large- scale production systems
Lead Data Scientists to manage a cross functional and lead the part in Big Data platform development
Take the leadership to plan, design and Implement an experimentation data platform with associated tools and processes for quick prototyping and evaluation of novel approaches to modelling
Develop coding or practice standards and on working closely with other teams to ensure algorithms are delivered into production systems
Take key ownership (from inception to delivery) of innovative Data Science projects
Run and oversee the daily stand ups of scrum teams
Engaging with internal and external stakeholders to consult around analytical project requirements, discuss methodologies and negotiate deliverables.
Lead and support the development and implementation of continually improving machine learning models to optimise the business
Demonstrate business acumen in generating ROI (Return on Investment)
Provide consultative services to regarding Data Mining, Data Visualization, Data Warehousing, Big Data solution