ML engineers (5+ Year Experience, Data engineers to work on AI/ML platform) IRC264584

職種概要

ML Engineer

必要条件

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

 Technical Skills:

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 other 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

Core Competencies:

• 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

職務内容

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.

私たちが提供するもの

Culture of caring. At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you’ll experience an inclusive culture of acceptance and belonging, where you’ll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders. 

Learning and development. We are committed to your continuous learning and development. You’ll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.

Interesting & meaningful work. GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you’ll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what’s possible and bring new solutions to market. In the process, you’ll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.

Balance and flexibility. We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way!

High-trust organization. We are a high-trust organization where integrity is key. By joining GlobalLogic, you’re placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do.

GlobalLogicについて

GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.