Data Science Data Science Senior Data Scientist

2 weeks ago


Bangalore, India Fractal Full time

Fractal Analytics is a strategic AI partner to Fortune 500 companies with a vision to power every human decision in the enterprise. Fractal is building a world where individual choices, freedom, and diversity are the greatest assets. We believe that a true Fractalite is the one who empowers imagination with intelligence. Create Proof of concepts (POCs) / Minimum Viable Products (MVPs), then guide them through to production deployment and operationalization of projects Influence machine learning strategy for Digital programs and projects Develop analytical / modelling solutions using a variety of commercial and open-source tools (e.g., Python, R, TensorFlow) Formulate model-based solutions by combining machine learning algorithms with other techniques such as simulations. Create algorithms to extract information from large, multiparametric data sets. Deploy algorithms to production to identify actionable insights from large databases. Develop and embed automated processes for predictive model validation, deployment, and implementation Work on multiple pillars of AI including cognitive engineering, conversational bots, and data science Ensure that solutions exhibit high levels of performance, security, scalability, maintainability, repeatability, appropriate reusability, and reliability upon deployment Provide guidance and leadership to more junior data scientists, managing processes and flow of work, vetting designs, and mentoring team members to realize their full potential Provide thought leadership and subject matter expertise in machine learning techniques, tools, and concepts; Bachelor of Science or Bachelor of Engineering at a minimum. ~5 years of work experience as a Data Scientist ~ A combination of business focus, strong analytical and problem-solving skills, and programming knowledge to be able to quickly cycle hypothesis through the discovery phase of a project ~ Advanced skills with statistical/programming software (e.g., R, Python) and data querying languages (e.g., SQL, Hadoop/Hive, Scala) ~ Experience producing high-quality code, tests, documentation ~ Experience with Microsoft Azure or AWS data management tools such as Azure Data factory, data lake, Azure ML, Synapse, Databricks ~ Understanding of descriptive and exploratory statistics, predictive modelling, evaluation metrics, decision trees, machine learning algorithms, optimization & forecasting techniques, and / or deep learning methodologies ~ Proficiency in statistical concepts and ML algorithms ~ Good knowledge of Agile principles and process ~ Ability to lead, manage, build, and deliver customer business results through data scientists or professional services team ~ Ability to share ideas in a compelling manner, to clearly summarize and communicate data analysis assumptions and results ~ Experience working in one or multiple supply chain functions (e.g., procurement, planning, manufacturing, quality, logistics) is strongly preferred Experience in applying AI/ML within a CPG or Healthcare business environment is strongly preferred Exposure to Pyomo, Mosel, truck load optimization, multi-echelon inventory optimization (MEIO) Experience in NLP, Vision, and/or AR / VR Experience in creating CI/CD pipelines for deployment using Jenkins. Experience implementing MLOPs framework along with understanding of data security implementation on ML models Hands on experience developing ML driven models B.E/B.Tech/M.Tech in Computer Science or related technical degree OR Equivalent



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