Sme Data Scientist - Mumbai, Maharashtra, India - Skillety Technologies
Description
Use predictive modelling to increase and optimize power generation, price, cost savings,
customer experiences and other business outcomes
Experience in statistical modelling, machine learning, probability theory, algorithms. data
mining, unstructured data analytics and natural language processing
Expertise in machine learning techniques such as Clustering, Regression, Bayesian
methods, tree-based learners, SVM, RF, XGBOOST, time series modelling, dimensionality
reduction, SEM, GLM, GLMM, Deep learning, Neural Network, Topic Modelling, Multivariate
Statistics, K-NN, Naïve Bayes etc.
Working knowledge of popular Deep Learning architectures and theory, simulation,
scenario analysis, constraint optimization, anomaly detection, semi-supervised machine
learning, unsupervised learning algorithms using deep learning etc.
Experience with optimization techniques (Linear Programming, Genetic Algorithm, Sim.
Annealing, MC Simulation)
Experience in one of the upcoming technologies like deep learning, NLP, NLG, image
processing, recommender systems, chatbot, voice AI, video AI etc.
Experience of working on end-to-end data science pipeline: problem scoping, data
discovery and extraction, EDA, modelling, evaluation, insights, visualizations, continuous
improvement, maintenance, and business value/impact tracking.
techniques to drive required outcomes.
You will be required to discuss and use various algorithms and approaches daily.
Leading the entire software lifecycle including hands-on development, code reviews,
testing, deployment, and documentation. Agile SCRUM and MLOps experience is preferred.
Develop reusable/scalable assets and accelerators. Implement ML best practices.
Work directly with our internal technical teams to ensure that our solutions are seamlessly
and effectively integrated
Analyse the market and industry trends in the technology and proactively look for
opportunities in proposing the best solutions. Proactively research on upcoming ML
techniques and best practices.
Responsible for coding, testing, debugging, evaluating solution/ technology options
We're excited if you have:
6 -10 years of hands-on experience in data science and AI/ML
Graduate with Engineering Degree (CS/Electronics/IT) / MCA / MCS + Masters in
Statistics/Economics/Business Analytics
Ability to interpret complex business requirements and translating them into analytical
problems to deliver high value outputs
Experience in Data science work bench in Cloud platforms
Hands-on experience in Python, NLP, Kafka, Spark/Pyspark, Scala, Airflow, Microservices,
REST API. Elastic search, PostgreSQL, Power BI,
Strong knowledge on Python, NLP, Google, and Cloud libraries/packages
Experience in text, image, video analytics
Awareness of Data structures - RDBMS, NoSQL and columnar databases.
Experience with configuration management and version control apps (ie: GIT) and
experience working within a CI/CD framework is a plus. An even bigger plus if you have
experience in Agile, SCRUM and MLOps.
Experience with Cloud technologies and architecture is a plus
Experience in managing multiple projects and stakeholders with excellent communication
and interpersonal skills
Ability to develop and organize high-quality documentation
Superior analytical skills and a strong sense of ownership in your work
Ability to thrive in a fast-paced environment, and to manage multiple, competing priorities
simultaneously
Experience in Client expectation Management, Project Scoping, Delivery, Project
Management, Risk management and Value Tracking
**Prior Energy & Utilities industry experience is a big plus.
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