ML Architect

Concentrix

Bangalore, Karnataka

0 - 1 yrs Exp.

Not Disclosed

03 Feb 2023
6 Applicants
1146 views

Job Description

Responsibilities:

Designing and developing Machine Learning use cases using appropriate ML Algorithms and Tools
Transform Business Requirements to working real life applications with Machine Learning modules and use cases
Understand the Data in Customer Experience domain and perform Feature Engineering and develop Machine Learning use cases
Create prototypes of ML Use Cases and present to stakeholders
Participate in Software Development life-cycle to productize the Machine Learning use cases
Keeping abreast of developments in the field of ML and AI. Helping in Training and Coaching others in the organization
Understand machine learning pipeline principles and make recommendations to support continual improvement

Qualifications/ Skills:

Professional Degree in Engineering or Computer Science (BE/BTech/ME/MTech/BSc/MSc)
Preferably Academic Degree involving the field of Machine Learning or another closely related field

Essential skills:

Familiar with classical algorithms and practical experience are preferred, including but not limited to LR, SVM, GBDT, reinforcement learning, deep learning, etc
Working experience with Machine Learning and Deep Learning usecases and algorithms
Working experience with any of the MLOps frameworks - MLflow, Kubeflow, Vertex AI etc
ML Frameworks, Tools and Environment: Scikit, Tensorflow, PyTorch, Apache Spark and Spark ML
Python programming environment (Visual Studio Code, Jupyter Notebook/Lab, Anaconda etc)
View on the hardware and compute environment to run ML Use Case (use of GPU etc)

Software Engineering:

Understanding of Software Development life-cycle process
Agile, Scrum, Kanban Methodologies
Ability to have a view on how ML Use Cases can be incorporated into Software Products

Desirable skills:

Familiarity with Linux OS and Tools
Knowledge of Customer Experience Domain

Other Details

Education

B.Tech/B.E. - Any specialization , M.Tech - Any specialization , MS/M.Sc(Science) - Any specialization , B.Sc - Computers

Employment Type

Full Time, Permanent

Industry

IT-Software / Software Services

Funtional Area

Other

About Company

Concentrix, Corporation (Nasdaq: CNXC) is a leading global provider of customer experience (CX) solutions and technology, improving business performance for some of the world’s best brands including over 100 Fortune Global 500 clients and over 125 new economy clients. Every day, from more than 40 countries and across 6 continents, our staff delivers next generation customer experience and helps companies better connect with their customers. We create better business outcomes and differentiate our clients through Strategy +Talent + Technology. Concentrix provides services to clients in our key industry verticals: technology & consumer electronics; retail, travel & ecommerce; banking, financial services & insurance; healthcare; communications & media; automotive; energy and public-sector.

Job Source : https://jobs.concentrix.com/global/en/job/R1347770/ML-Architect

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