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Assistant Manager - Python

STL - Sterlite Technologies Limited -
Waluj Buzurg, Maharashtra

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Job details

Qualifications

TensorFlow
CI/CD
Statistics
Azure
5G
Git
Microservices
AWS
Analysis skills
Bachelor's degree
Machine learning
Continuous integration
Deep learning
AI
Jenkins
GitLab
Communication skills
Python

Full job description

ID: 701269

6 - 10 Years

1 Opening

Waluj

Role description

Role Purpose: Act as a subject matter expert for a specific fibre related technology domain and support development of solution for customers Key Accountabilities: B.Tech with 8-10 years of experience in developing solutions for fiber and related technologies Preferred Experience and Qualification:

Provide technology support to develop solutions for client requirement

Work with the sales and pre-sales team to showcase the organizational capabilities in technology to customers

Support in the respective subject matter expertise in preparing Customer Requirement Analysis, Preparing High level architecture and Solution Building blocks, shortlisting Compliant OEMs for techno-commercial analysis

Build OEM Relationships and create in depth analysis / evaluation of various OEM offerings according to set benchmarks

Research new and emerging solutions around the subject matter areas

Skills

Experience in designing AI applications and knowledge of machine learning frameworks like TensorFlow or PyTorch
Proven ability to lead and manage AIML projects with cross-functional teams
Strong communication skills to effectively collaborate with various stakeholders
Critical thinking and problem-solving skills are essential
Experience with ethical AI practices and ensuring compliance with data protection regulations
Tinkering mindset, ability to find solutions in complex situations to satisfy business needs, and ability to think on your feet.
Excellent problem-solving, analytical, and communication skills
Rigorous understanding of the fundamentals of Statistics, Classical Machine Learning, and Deep Learning
Experience with data tools and data pipelines
Experience working on both local machines and cloud platforms such as AWS, Azure, and preferably GCP
Experience putting models into production
Experience of CI/CD guidelines and associated tools such as Jenkins, GitLab or CircleCI is a plus but not mandatory.
Experience of containerization technologies and microservices architecture is a plus but not mandatory.

Other details

Driven by innovation, design, plan and implement Data & (Gen)AI architectures including the associated roadmaps, where you work together with Enterprise Architects and Senior Management up to C-Level on the customer side
Design and set up experiments for collecting, labeling, analyzing data of different kinds of events from fiber based sensor solutions i.e. establish and lead data engineering practices and pipelines.
Assess the effectiveness and accuracy of data sources and data-gathering techniques
Develop automation methods for faster labeling of collected data Create architectural approaches for AI software and hardware integration
Define AI solution objectives and ensure alignment with business outcomes
Implement best practices for AI testing, deployment, and maintenance
Develop Machine Learning and Deep Learning methods for event detection and classification
Develop efficient frameworks for training and evaluating the event detection/classification models
Track the innovations in AI/ML technologies and algorithms/processing/computation and its implementation to develop next-generation fiber sensing solution
Review and Optimize existing code/algorithm
Create systematic plans to run the experiments to fine-tune the event detection/classification models
Plan the tasks and provide estimates and timelines
Support marketing/sales team with application notes, white papers and presentations
Contribute to simulation model development and data analysis of various sensor solutions
Central point of contact, engineer and maintain external consultant work packages.
Central point of contact, design and plan software architecture, testing and reliability criteria for on-edge and cloud-based software.

About STL and STL Digital

About STL - STL is a leading global optical and digital solutions company providing advanced offerings to build 5G, Rural, FTTx, Enterprise and Data Centre networks. About STL Digital - STL Digital, a wholly owned subsidiary of STL, is a global IT services and consulting company dedicated to delivering exceptional digital transformation experiences for enterprises with a comprehensive portfolio of services, including product engineering, cloud and cyber security, data and AI, and enterprise SaaS.

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