BCG

Analyst - Data Engineer

BCG
Not Disclosed
1-4 Years Full Time
Bangalore, Karnataka, IN

Vacancy: Not Disclosed Posted: 3 years ago Applicants: 2
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Job Description

WHAT YOULL DO

As a part of BCGs GAMMA A&S team you will work closely with consulting teams on a diverse range of advanced analytics topics. You will have the opportunity to leverage analytical methodologies to deliver value to BCG's Consulting (case) teams and Practice Areas (domain) through providing analytics subject matter expertise, and accelerated execution support.

You will collaborate with case teams to gather requirements, specify, design, develop, deliver and support analytic solutions serving client needs. You will provide technical support through deeper understanding of relevant data analytics solutions and processes to build high quality and efficient analytic solutions.

YOU'RE GOOD AT

Working with case (and proposal) teams

  • Delivering original analysis and insights to case teams, typically owning all or part of an analytics module whilst integrating with a case team
  • Establishing credibility by thought partnering with case teams on analytics topics; drawing conclusions on a range of external and internal issues related to your module
  • Communicating analytical insights through sophisticated synthesis and packaging of results (including PPT slides and charts) with consultants; collecting, synthesizing, analysing case team learning & inputs into new best practices and methodologies
  • Ensuring proper signoff before uploading materials into internal repository for reference; sanitizing confidential client content in marketing documents
  • Developing broad expertise in at least one analytics topic or platform
  • Executing analytical approach and creating defined outcome; contributing to approach selection

Technical expertise

  • Proficient understanding of distributed computing principles
  • Management of Spark clusters, with all included services – various implementations of Spark preferred
  • Ability to solve ongoing issues with operating the cluster and optimize for efficiency
  • Understanding of prevalent cloud ecosystems and its associated services AWS, Azure, Google Cloud, IBM Cloud. Expertise in at least one.
  • Experience with building stream-processing systems, using solutions such as Storm or Spark-Streaming
  • Good knowledge of Big Data querying tools, such as Pig, Hive, and Impala
  •  

Good to have:-

  • Experience with integration of data from multiple data sources
  • Experience with NoSQL databases, such as HBase, Cassandra, MongoDB
  • Knowledge of various ETL techniques and frameworks, such as Flume
  • Experience with various messaging systems, such as Kafka or RabbitMQ
  • Experience with Big Data ML toolkits, such as Mahout, SparkML, or H2O
  • Good understanding of Lambda Architecture, along with its advantages and drawbacks

Functional Skills:

  • Selecting and integrating any Big Data tools and frameworks required to provide requested capabilities
  • Implementing ETL process(s) across on-premise and cloud architectures
  • Monitoring performance and advising any necessary infrastructure changes

Communicating with confidence and ease

  • You will be a clear and confident communicator, able to deliver messages in a concise manner with strong and effective written and verbal communication.

Thinking Analytically

  • You should be strong in analytical solutioning with hands on experience in advanced analytics delivery, through the entire life cycle of analytics. Strong analytics skills with the ability to develop and codify knowledge and provide analytical advice where required.

YOU BRING (EXPERIENCE & QUALIFICATIONS)

  • Bachelor's / Master's degree in computer science engineering/technology
  • At least 2-4 years within relevant domain of Data Engineering across industries and work experience providing analytics solutions in a commercial setting
  • Consulting experience will be considered a plus

YOU’LL WORK WITH

You will report to the Analytics Expert, Team Manager – GAMMA, and you will work with the case team on client projects.

ADDITIONAL INFORMATION

BCG GAMMA A&S combines innovative skills in computer science, artificial intelligence, statistics, and machine learning with deep industry expertise. The BCG GAMMA A&S team is comprised of data engineers, data scientists and business consultants who specialize in the use of advanced analytics to get high-impact business results. Our teams own the full analytics value-chain end to end: framing the business problem, building the data, designing innovative algorithms, creating scale through designing tools and apps, and training colleagues and clients in new solutions. Here at BCG GAMMA A&S, you’ll have the chance to work with clients in every BCG region and every industry area. We are also a core member of a rapidly growing Digital enterprise at BCG – a constellation of teams focused on driving practical results for BCG clients by applying leading edge analytics approaches, data, and technology.

ABOUT US

Boston Consulting Group partners with leaders in business and society to tackle their most important challenges and capture their greatest opportunities. BCG was the pioneer in business strategy when it was founded in 1963. Today, we help clients with total transformation-inspiring complex change, enabling organizations to grow, building competitive advantage, and driving bottom-line impact.

To succeed, organizations must blend digital and human capabilities. Our diverse, global teams bring deep industry and functional expertise and a range of perspectives to spark change. BCG delivers solutions through leading-edge management consulting along with technology and design, corporate and digital ventures—and business purpose. We work in a uniquely collaborative model across the firm and throughout all levels of the client organization, generating results that allow our clients to thrive.

EQUAL OPPORTUNITY

Boston Consulting Group is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, age, religion, disability, sex, sexual orientation, gender identity / expression, national origin, protected veteran status, or any other characteristic protected under federal, state or local law, where applicable, and those with criminal histories will be considered in a manner consistent with applicable state and local laws.

Skills Required: Finance,Python,Accounting,Spark,Sql,Data Engineering,Big Data,Hive,Impala,HBase,Kafka,Hadoop


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