Job in Chennai for Software Engineer
ai techno functional consultant
Software Engineer 10 - 15 Years ₹ Not Disclosed Full Timeinterlace india (p) ltd Chennai
Python, Debugging, Docker, Infrastructure, Machine Learning, Machine Vision, Team Player, Written Communication
No of Vacancy : 1 |
Views : 64 |
Applied : 0 |
Posted On: 54 days ago
Job Description
Responsibilities:
Ability to understand a business problem and the available data and identify what techniques can be applied to answer the business questions
Given a business problem, estimate solution feasibility and potential approaches based on available data
Quickly prototype solutions and build models to test feasibility of solution approach
Build statistical models, train and test them to and drive towards the optimal level of model performance
Develop robust, scalable and production grade data pipelines and machine learning models to answer key business problems against big, small or huge volumes of diverse range of data sets.
Build scalable AI / ML: solutions as appropriate - may depend on the requirements and will span NLP, Computer / Machine Vision, Clustering, Segmentation, Deep Learning etc.
Provide latest AI solution releases and existing models and to work on qualifying them further through the model development lifecycle (MDLC)
Working with data scientists, platform, Data lake, Architecture and infrastructure teams to ensure the model requirements are fully understood and implemented
Work closely with clients, both in the Business Domain and with Technical staff members
Educating teams on the implementation of new technologies and initiatives
Writing reusable piece of code following best software engineering practices accommodating common design patterns and OOPS
Helping with various training activities
Work across the spectrum of reporting and data visualization, statistical modeling and supervised learning tools and techniques and apply the right level of solution to the right problem
Work in highly collaborative teams that strive to build quality systems and provide business value
Skill Set:
10 years of relevant experience in a delivery focused team
Strong coding ability in Python, and general software development skills (source code management, debugging, testing, deployment, etc.) is a must
Experience with building predictive statistical, behavioral or other models via supervised and unsupervised machine learning, statistical analysis, and other predictive modeling techniques
Experience across Structured, Semi-Structured and Unstructured data along with the appropriate modeling techniques based on the business requirements
Knowledge of both traditional as well awareness with existing state of the art methods in Machine Learning, NLP, Document Classification, Transfer Learning, Information Extraction and Retrieval with a proven track record of applying them to real problems.
Experience in Computer Vision techniques - processing and handling of images and videos, as well as detection / classification techniques
Experience with Azure / AWS / GCP AI services and platforms is a plus
Experience in micro service based architectures with model containerization using Docker is a must (Kubernetes experience will be an added advantage)
Ability to communicate the requirements and deliverables effectively to both technical teams as well as non-technical domain specialists
Strong team player; ability to provide both a strong individual contribution but also work as a team and contribute to wider goals is a must in this dynamic environment
Strong verbal and written communication skills to establish proper communications within the team and clients
Ability to understand a business problem and the available data and identify what techniques can be applied to answer the business questions
Given a business problem, estimate solution feasibility and potential approaches based on available data
Quickly prototype solutions and build models to test feasibility of solution approach
Build statistical models, train and test them to and drive towards the optimal level of model performance
Develop robust, scalable and production grade data pipelines and machine learning models to answer key business problems against big, small or huge volumes of diverse range of data sets.
Build scalable AI / ML: solutions as appropriate - may depend on the requirements and will span NLP, Computer / Machine Vision, Clustering, Segmentation, Deep Learning etc.
Provide latest AI solution releases and existing models and to work on qualifying them further through the model development lifecycle (MDLC)
Working with data scientists, platform, Data lake, Architecture and infrastructure teams to ensure the model requirements are fully understood and implemented
Work closely with clients, both in the Business Domain and with Technical staff members
Educating teams on the implementation of new technologies and initiatives
Writing reusable piece of code following best software engineering practices accommodating common design patterns and OOPS
Helping with various training activities
Work across the spectrum of reporting and data visualization, statistical modeling and supervised learning tools and techniques and apply the right level of solution to the right problem
Work in highly collaborative teams that strive to build quality systems and provide business value
Skill Set:
10 years of relevant experience in a delivery focused team
Strong coding ability in Python, and general software development skills (source code management, debugging, testing, deployment, etc.) is a must
Experience with building predictive statistical, behavioral or other models via supervised and unsupervised machine learning, statistical analysis, and other predictive modeling techniques
Experience across Structured, Semi-Structured and Unstructured data along with the appropriate modeling techniques based on the business requirements
Knowledge of both traditional as well awareness with existing state of the art methods in Machine Learning, NLP, Document Classification, Transfer Learning, Information Extraction and Retrieval with a proven track record of applying them to real problems.
Experience in Computer Vision techniques - processing and handling of images and videos, as well as detection / classification techniques
Experience with Azure / AWS / GCP AI services and platforms is a plus
Experience in micro service based architectures with model containerization using Docker is a must (Kubernetes experience will be an added advantage)
Ability to communicate the requirements and deliverables effectively to both technical teams as well as non-technical domain specialists
Strong team player; ability to provide both a strong individual contribution but also work as a team and contribute to wider goals is a must in this dynamic environment
Strong verbal and written communication skills to establish proper communications within the team and clients
Contact Informations
Recruiting For : interlace india (p) ltd
Contact Email : hr@interlaceindia.com
Job Overview
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