Experience with Big Data ML toolkits, such as Mahout, SparkML, or H2O * Good understanding of Lambda Architecture, along with its advantages and drawbacks * Experience with Hortonworks Hadoop Data ...
Experience with Big Data ML toolkits, such as Mahout, SparkML, or H2O * Good understanding of Lambda Architecture, along with its advantages and drawbacks * Experience with Hortonworks Hadoop Data ...
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Job description
Company Description
Halo Group is a premier provider of IT talent. We place technology experts within
the teams of the world's leading companies to help them build innovative
businesses that keep them one step closer to their customers and one step
ahead of the competition. We offer a meaningful work environment for
employees, attractive and interesting engagements for consultants, and cutting-edge
digital innovation for our customers.
We delight in helping our customers execute their digital vision. Big projects or
small, Halo Group knows that by combining the highest quality talent with our
unwavering support, we will become an invaluable extension of the team. Halo
Group's experienced consultants in Detroit, Atlanta and Dallas specialize in all
areas of product/project governance, UX/UI, multi-platform applications, quality
assurance/testing, cloud computing, and data analytics.
Since its inception, Halo Group has been recognized for numerous awards, including:
- INC 5000
- Future 50
- 101 Best and Brightest
- Michigan 50 Companies to Watch
- Goldline Research - "Most Dependable Companies"
- Ernst & Young - "Entrepreneur of the Year" Finalist
Job Description
Preferred
- Selecting and integrating Big Data tools and frameworks required to provide requested capabilities
- Implementing Data ingestion and ETL processes on Hadoop
- Monitoring performance and advising any necessary infrastructure changes
- Defining data retention policies
- Design and build data processing pipelines for structured and unstructured data using tools and frameworks in the Hadoop ecosystem
- Develop applications that are scalable to handle millions of events/records
- Design and launch scalable, reliable and efficient processes to move, transform and report on large amounts of data
- Participate in meetings with business (account/product management, data scientists) to obtain new requirements
- Follow our Agile software development process with daily scrums and monthly Sprints
- Ability to work collaboratively on a cross-functional team with a wide range of experience levels
QUALIFICATIONS
- Bachelor's degree and 8+ years relevant experience or Master's degree and 6+ years of relevant experience
- 4+ years in industry implementing big data solutions on Hadoop
- Proficient understanding of distributed computing principles
- Proficiency with Hadoop v2, MapReduce, HDFS
- Experience with building stream-processing systems, using solutions such as Storm or Kafka and Spark-Streaming
- Good knowledge of Big Data querying tools, such as Pig, Hive, Phoenix
- Experience with Spark
- Experience with integration of data from multiple data sources
- Experience with 1 or 2 NoSQL/Graph databases, such as HBase, Cassandra, MongoDB, Neo4j
- Proficiency in a programming languages like SCALA, Java,Python
- Experience with Linux OS, shell scripting
- Experience with relational databases (SQL)
- Experience in working with real-time data feeds
- Experience in working with unstructured data
- Experience in implementing Scoop Jobs to Import/Export data from Hadoop
- Knowledge of various ETL techniques and frameworks, such as Pig, Hive, or 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
- Experience with Hortonworks Hadoop Data Platform (HDP)
- Experience with all or some of the following supporting Hadoop administration and security frameworks: HCatalog, Drill, NiFi, Oozie, Falcon, Ranger, Ambari, Zeplin.
Qualifications
Bachelor's degree or foreign equivalent required from an accredited institution. Will also consider three years of progressive experience in the specialty in lieu of every year of education
At least 2 years of experience with Information Technology
Additional Information
** U.S. Citizens and those who are authorized to work independently in the United States are encouraged to apply. We are unable to sponsor at this time.
This is a Full-Time / Permanent job opportunity.
Only for US Citizen and Green Card Holder
** All your information will be kept confidential according to EEO guidelines.
About Sonoma Consult
Sourced by ZipRecruiter
Sonoma Consult is a California based C corporation helping companies bring products to the patient by working closely with the engineering teams and the clinicians. Our goal, no matter what stage of product development, is to create and execute a plan of action to move the product through the appropriate clinical and regulatory steps. Sonoma Consult works cohesively with the engineers and physicians to translate technologies to the clinic. Our goal is to help you get the very best product to the clinic and to the market. This includes planning, execution and ensuring critical data is delivered in the right format to ensure the feedback loop to the design team ultimately delivers the most advanced technology to the patient.
Industry
Business management consulting
Company size
1 - 10 Employees
Headquarters location
Sonoma, CA, US