Job Location: Noida
JOB DISCRIPTION – Data Scientist
Designation: Data Scientist
Experience 3+ years
Qualification B-Tech. / MCA or Equivalent Preferred
Celebal Technologies is a premier software services company in the field of Data Science, Big Data and Enterprise Cloud. We help you to discover the competitive advantage by employing intelligent data solutions using cutting-edge technology solutions that can bring massive value to your organization. Our solutions are powered by Robotics, Artificial Intelligence and Machine Learning algorithms which offer improved business efficiency in the interconnected world.
Roles & Responsibilities:
Understanding business objectives and developing models that help to achieve them, along
with metrics to track their progress
Perform research, POC and analyze ML algorithms and Azure cloud services that could be used to solve a given problem and ranking them by their success probability
Perform Exploratory Data Analysis to gain insights from the data
Design, Development and Deployment practices for embedding machine learning in
production and operationally ready applications
Knowledge Augmentation Techniques: Deep recurrent Neural Networks for conversational
models, NLP, text mining.
Design and development of complex software, dataflow and process components that use
machine learning, e.g., deep learning models, decisioning systems, advanced interfaces
including voice, vision and natural language text, and advanced control systems such as
interfaces to software defined network (SDN) controllers
Use your combined knowledge of machine learning theory, and algorithms, along with
engineering principles and practices to ensure that systems will meet both functional and
non-functional objectives
Training models, tuning hyperparameters and production deployment for the Customers.
Enabled automated or semi-automated deployment of machine learning layers by leveraging
adjacent technologies.
- Perform testing and debugging of machine learning solutions and applications
Monitor and improve solutions over time, incorporating retraining and new features
- Must Have:
โข Degree in Computer Science or related disciplines including on job training
modules (e.g.: AI/ML Micro Credentials)
โข At least 4+ years experience in AI, Machine Learning and Deep Learning
โข Experience with Conversational AI/ML product development
โข Develop Algorithms in Multilingual Conversational Systems for Intent, Entity
detections, and automated conversations
โข An object-oriented or functional programming language such as Python, Julia,
C++, Scala, or Java; Experience with more than one language preferred
โข Experience with one or more deep learning frameworks such as Tensor Flow,
PyTorch, MXNet or CNTK
โข Knowledge of classical classification, regression and clustering approaches,
dimensionality reduction, NLP, deep learning, pattern recognition, topic
modelling, graph algorithm
โข Deep proficiency with Python and basic libraries for machine learning (E.g.,
scikit-learn, numpy, pandas)
โข Working experience with NLP algorithms, tools, frameworks (E.g.,
Spacey, Allen NLP, BERT, ULMFIT, FLAIR
โข Strong working experience in Microsoft Azure Cloud offerings especially
Microsoft Cognitive Services (E.g., LUIS, Q&A Maker etc.)
โข Experience working as part of a cross/multi-disciplinary team environment
โข Hands on experience with source control, automated testing, and continuous
integration / continuous deployment
โข Experience working in an agile development environment
Soft Skills & Behavioral Qualifications:
โข Must be a good team player and self-motivated to achieve positive results
โข Takes ownership for responsibilities
โข Demonstrates a high degree of reliability, integrity, and trustworthiness
โข Demonstrates strong communication & presentation skills
โข Ability to manage time, displays appropriate sense of urgency and meet/exceed all
deadlines
โข Ability to accurately process high volumes of work within established deadlines
Thanks and Regards
Sudeepta Roy
HR – Talent Acquisition |Celebal Technologies
sudeepta.roy@celebaltech.com|Linkedin-sudeeptaroy | 8905988353
www.CelebalTech.com |USA|Singapore |India
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