Data Scientist

1 day ago

delhi, India Pranathi Software Services Pvt. Ltd Full time

Job Title: Sr. Data Scientist
Experience: 4+ Years
Location: Hyderabad

Job profile: Data Scientist

Responsibilities:
Build scalable AI / ML: solutions as appropriate - may depend on the requirements and will span NLP, Computer / Machine Vision, Clustering, Segmentation, Deep Learning etc.
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.
Writing reusable piece of code following best software engineering practices accommodating common design patterns and OOPS.
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.
Work closely with clients, both in the Business Domain and with Technical staff members.

Requirements:

Experience of 4 years, predominantly on Machine Learning problems, Computer Vision, NLP, AWS / Cloud, Dockers etc.
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 across Structured, Semi-Structured and Unstructured data along with the appropriate modeling techniques based on the business requirements.
3+ 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.
Understanding of databases (MYSQL) from a perspective how to write optimized queries and pull data from them is essential.
Experience in Computer Vision techniques - processing and handling of images and videos, as well as detection / classification techniques.
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.

Desired Skills and Experience:
NLP, Machine Learning, Python, Computer Vision, Django framework

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