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ML engineers (5+ Year Experience in Data Engineers to work on AI/ML platform) IRC185481
| Job | IRC185481 |
| Location | India - Gurgaon |
| Designation | Associate Consultant |
| Experience | 5-10 years |
| Function | Engineering |
| Skills | Agile, Amazon SageMaker, Azure Data Lake Store, Cassandra, Docker, ELK, Git, Grafana, Helm, Hive, Java, Jenkins, Kafka, Kubernetes, Linux, New Relic, Python, Rancher, S3, Scala, Shell-Scripting, Spark, SQL, Terraform |
| Work Model: | On-Site/Office |
Description
Join GlobalLogic, to be a valid part of the team working on a huge software project for the world-class company providing M2M / IoT 4G/5G modules e.g. to the automotive, healthcare and logistics industries. Through our engagement, we contribute to our customer in developing the end-user modules’ firmware, implementing new features, maintaining compatibility with the newest telecommunication and industry standards, as well as performing analysis and estimations of the customer requirements.
Requirements
Minimum Qualification and Experience Requirements ( 5+ year of experience)
• B.E. (Bachelor of Engineering)/B Tech.(Bachelor of Technologies)/M Tech preferably in Computer Science with specialization in AI
• English Skills
• Hands on Experience or certification in Data science Technologies
• Excellence in Software Design, Architecture principles and Software development Life Cycle
Additional Requirements, Physical Demands, Region/Local Specifications:
• Knowledge Sharing and Collaboration Skills
• Communication Skills
• Coaching and Mentoring Skills
• Exposure to multicultural experiences a definite advantage
Working experience in:
ML Frameworks: Spark MLlib, Tensorflow, PyTorch, XgBoost, Scikit learn etc
ML Tools: Sage maker (or Jupyter) Notebbok (experimentation), Sagemaker Pipeline, Sage maker Training, Model Registry, Model Monitor, Clarify, Model Deployment (Batch and Real-time inference) etc. (or equivalent from others HCP)
• Messaging Platform like Kafka
• Framework eg. Spark
• Persistence Technology: Hive, Vertica, Cassandra, S3, Delta Lake
• Language: Python, Scala, Java, Shell, SQL
• Log Management: NewRellic/ELK
• Monitoring Tool: Prometheus/Grafana
• Orchestration Tool: Kubernetes, Rancher, ArgoCD
• CI/CD: Git, Docker, Jenkins
Deployment: Terraform, Docker, Helm, Kubernetes
Distributed Computing: Apache Spark (Hand-on experience on Batch and Streaming jobs implementation using AWS Glue, EMR or EMR serverless or equivalent in other HCP)
Storage: AWS Relational (RDS, Aurora) and Non-Relational databases (KeySpaces, DynamoDB), Object Store (S3), Kinesis (Kafka) equivalent services from other HCPs, should also have exposure to multiple file formats (CSV/ Parquet/ORC etc.)
Additional Skills:
• Excellence in Software Design, Architecture principles and Software development Life Cycle
• Domain knowledge in Telecom BSS with strong focus on Billing/Charging
• Keen interest and familiarity in nurturing a product from feature ideation stage to successful mass implementation in customer deployment.
• Must have good analytical skills
• Experience of working in an Agile environment will be a plus
• Must be good in re-engineering aspects
• Experience and knowledge of algorithms and data structures, OOAD, databases
• Proactive, motivated, works well in team and should be a good communicator
• Good knowledge of Linux would be an added advantage
• Version control and GIT/Gerrit/Maven knowledge is added advantage
• Ability and interest to work in new areas
• Structured and meticulous in planning and problem solving
• Open, flexible and adaptable in outlook and ways of working
• Strong collaborative team building skills
• Strong networking skills
• Exposure to multicultural experiences a definite advantage
Preferences
• Product Development Knowledge
• Product Life Cycle Management Knowledge
• Business Understanding
• Lean and Agile Knowledge and Skills
• Working with People
• Relating and Networking
• Adapting and Responding to Change
• Creating and Innovating
• Delivering Results and Meeting Customer Expectations
• Planning and Organizing
Job Responsibilities
Responsibilities for the Position: Part of agile team who be working on AI platform. Responsibilities include:
• Implementation of assigned Epics/User Stories Generate detailed unit test cases and perform the unit testing.
• Code coverage from UT point of view should be 100%.
• Basic and Function testing).
• Test Automation Adhere and follow all the design processes laid down by the unit where design project is undertaken. The processes are such as agile development, Test driven development, peer reviews, risk based testing, pair programming etc.
• Fix trouble reports (TRs) or bugs.
We Offer
Exciting Projects: We focus on industries like High-Tech, communication, media, healthcare, retail and telecom. Our customer list is full of fantastic global brands and leaders who love what we build for them.
Collaborative Environment: You Can expand your skills by collaborating with a diverse team of highly talented people in an open, laidback environment — or even abroad in one of our global centers or client facilities!
Work-Life Balance: GlobalLogic prioritizes work-life balance, which is why we offer flexible work schedules, opportunities to work from home, and paid time off and holidays.
Professional Development: Our dedicated Learning & Development team regularly organizes Communication skills training(GL Vantage, Toast Master),Stress Management program, professional certifications, and technical and soft skill trainings.
Excellent Benefits: We provide our employees with competitive salaries, family medical insurance, Group Term Life Insurance, Group Personal Accident Insurance , NPS(National Pension Scheme ), Periodic health awareness program, extended maternity leave, annual performance bonuses, and referral bonuses.
Fun Perks: We want you to love where you work, which is why we host sports events, cultural activities, offer food on subsidies rates, Corporate parties. Our vibrant offices also include dedicated GL Zones, rooftop decks and GL Club where you can drink coffee or tea with your colleagues over a game of table and offer discounts for popular stores and restaurants!