Principal Architect

3 weeks ago

Bengaluru, India Quantiphi Full time

Company Profile

Quantiphi is an award-winning Data Science and Machine Learning Software and Services Company focused on helping organizations translate the big promise of Machine Learning technologies into quantifiable business impact. We were founded on the belief that machine learning and artificial intelligence are transformative technologies that will create the next quantum gain in customer experience and unit economics of businesses. We are one of the five global launch partners for Google in Machine Learning and one of the three global launch partners for the Google Cloud Contact Center AI solution. Our signature approach combines ground-breaking machine-learning research with disciplined cloud and data-engineering practices to create breakthrough impact at unprecedented speed.

We believe in “Solving What Matters”


Company Highlights

  • Quantiphi has seen 2.5x growth YoY since its inception in 2013
  • Winner of the “Machine Learning Partner of the Year” award from Google for two consecutive years - 2017 & 2018
  • Winner of the “Social Impact Partner of the Year” award from Google in 2019
  • Winner of the “Data & Analytics -Specialization Partner of the Year” and “US Education - Public Sector Partner of the Year” award for 2020



Role: Principal Architect - AI & ML

Experience in Years : 14-20

Work location: Mumbai/ Bangalore


Responsibilities:

  • More than 15 years of experience in analytics, solutioning, and technical roles.
  • 5+ years of experience in building, delivery ML/AI workloads on Cloud (GCP/AWS/Azure) (For an Engineering Leader it should be at least 8+ years in AI-ML)
  • Experience in architecting, designing, and implementing end to end ML implementation, POC to production
  • Experience of having worked in distributed computing and enterprise environments like Hadoop, GCP/AWS/Azure Cloud.
  • Well versed with various Data Integration, and ETL technologies on Cloud like Spark, Pyspark/Scala, Dataflow, DataProc, EMR, etc. on various Cloud.
  • Experience of having worked with traditional ETL tools like Informatica/DataStage/OWB/Talend, etc.
  • Deep knowledge of one or more Cloud and On-Premise Databases like Cloud SQL, Cloud Spanner, Big Table, RDS, Aurora, DynamoDB, Oracle, Teradata, MySQL, DB2, SQL Server, etc.
  • Exposure to any of the No-SQL databases like Mongo dB, CouchDB, Cassandra, Graph dB, etc.
  • Experience in architecting and designing scalable data warehouse solutions on cloud on Big Query or Redshift Responsibilities:
  • Provide technical expertise and guidance in AI/ML technologies and methodologies to the Technical Architects and ML engineers.
  • Need to stay up to date with the latest advancements in the field of AI-ML ,Data Science and Data Analytics and also guide the team in applying best practices and innovative solutions.
  • Drive research activities to explore new AI/ML technologies, techniques and processes.
  • Should be able to collaborate with cross-functional teams, sales and pre-sales team, and business stakeholders, to understand requirements, align priorities, and drive the integration of AI/ML solutions into services
  • Ensure the quality and performance of AI/ML models, systems, and algorithms.
  • Establish rigorous testing and validation processes to deliver reliable and scalable solutions.
  • Should be able to monitor and optimize performance metrics to drive continuous improvement
  • Contribute to the development of AI/ML strategy and roadmaps aligned with business goals.
  • Foster a culture of continuous learning and development within the team.
  • Experience in having worked on one or more data integration, storage, and data pipeline tool sets like S3, Cloud Storage, Athena, Glue, Sqoop, Flume, Hive, Kafka, Pub-Sub, Kinesis, Dataflow, DataProc, Airflow, Composer, Spark SQL, Presto, EMRFS, etc.
  • Preferred experience of having worked on Machine Learning Frameworks like TensorFlow, Pytorch, etc.
  • Good understanding of Cloud solutions for Iaas, PaaS, SaaS, Containers and Microservices Architecture and Design.
  • Ability to compare products and tools across technology stacks on Google, AWS, and Azure Cloud.
  • Good understanding of BI Reporting and Dashboarding and one or more tool sets associated with it like Looker, Tableau, Power BI, SAP BO, Cognos, Superset, etc.
  • Understanding of Security features and Policies in one or more Cloud environments like GCP/AWS/Azure.
  • Experience of having worked in business transformation projects for movement of On-Premise data solutions to Clouds like GCP/AWS/Azure
  • Be a trusted technical advisor to customers and solutions for complex Cloud & Data related technical challenges.
  • Be a thought leader in architecture design and development of cloud data analytics solutions.
  • Partner with SMEs and Solutions Architects from leading cloud providers to present solutions to customers
  • Support Quantiphi Sales and GTM teams from a technical perspective in building proposals and SOWs
  • Lead discovery and design workshops with potential customers across the globe
  • Design and deliver thought leadership webinars and tech talks alongside customers and partners.
  • Identify areas for productization and feature enhancement for Quantiphi’s product assets



Role:

  • Lead multiple data engagements on GCP Cloud for data lakes, data engineering, data migration, data warehouse, and business intelligence.
  • Interface with multiple stakeholders within IT and business to understand the data requirements.
  • Take complete responsibility for the successful delivery of all allocated projects on the parameters of Schedule, Quality, and Customer Satisfaction.
  • Responsible for design and development of distributed, high volume multi-thread batch, real-time, and event processing systems.
  • Implement processes and systems to validate data, monitor data quality, ensuring production data is always accurate and available for key stakeholders and business processes that depend on it.
  • Work with the Pre-Sales team on RFP, RFIs and help them by creating solutions for data.
  • Mentor young Talent within the Team, Define and track their growth parameters.
  • Contribute to building Assets and Accelerators.


What’s in it for you?

  • The experience of working in a category defining high growth startups in the transformational AI, Decision Science and Big Data Domain.
  • The opportunity of getting on boarded to the phenomenal growth journey and helping the customers take the next big leap in digital transformation
  • The opportunity to work with a diverse, lively and proactive group of techies who are constantly raising the bar on the art of translating mounds of data into tangible business value for clients.
  • Flexible, remote working options available to foster productivity and work/life balance.

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