Data Scientist

Job Description

Role We seek a highly motivated individual with demonstrated analytical abilities for the role of Data Scientist based at Delhi. The Data Scientist will analyse programme data and support government stakeholders in scientific research. The Data Scientist will also be responsible for synthesizing data from multiple datasets and creating frameworks for analysing program data which can be used for informing strategic programmatic decisions. The Data Scientist will also be responsible to propose additional research and program management initiatives supported with data / data collection exercises.A strong profile will include outstanding credentials, analytical ability, and communication skills. The candidate must be self-driven, entrepreneurial, adaptable, and have a high level of comfort with ambiguity. The candidate must be able to function independently and flexibly with a strong commitment to excellence. We place great value on qualities such as resourcefulness, responsibility, tenacity, independence, energy, and work ethic.Responsibilities

• Support evaluation of data and data systems for research enhancement and research management; iteratively review data and data acquisition systems along with published and ongoing research on Covid-19 and recommend exploration of additional areas of research.
• Product management of a large reporting portal (software engineering experience required); recommend and manage program and governance metrics and additional features/reports and functionalities to inform programmatic decision-making. Coordinate with software development team to enhance/add features and manage change requests.
• Proactively develop guidelines and policy for data management, audit mechanisms, best practices and data sharing, including relevant methodology for data sharing (HIEs, PII removed data, REST APIs etc depending on context).Develop and validate multiple hypothesis using relevant statistical tests to answer programmatic questions and test management frameworks distributions and anomalies by performing statistical tests of significance, i.e. Chi Square tests, t-tests, correlation matrices, LDA, ANOVA/MANOVA templates that can be used on multiple datasets with minimum rework.
• Coordinate a team of software engineers and assist with UI best practices. Recommend UI development strategies for information sharing on the reporting portal by developing wireframes, functionalities and coordinating development and UAT releases.
• Analyse reporting needs and requirements, assesses current reporting in the context of strategic goals and devise plans for delivering the most appropriate reporting solutions to users.
• Support capacity building of key government functionaries on relevant competencies for sustained ownership and delivery
• Perform other responsibilities as requested by program leadership.

• Masters/Bachelor s degree in engineering and or related fields (Courses with Linear Algebra, Calculus, computer programming) with 5 years work experience
• Experience of integrating ML projects into software systems
• Proficient in SQL:
  • Ability to write production grade queries (including nested queries)Understanding of stored procedures, partitioning of tables, AD security, and indexes
• Proficient in R/Python:
  • Familiarity with control structures, loops, OOPS principles
  • Understanding of notebooks
  • Familiarity with data structures and algorithms - Intermediate
  • Understanding of text operations including regular expressions, string processing
• Proficient in machine learning techniques
  • Familiarity with Linear and Logistic Regressions
  • Basic experience with tree and tree ensemble learning techniques (Bagging and Boosting)
  • Familiarity with unsupervised learning techniques (knn, Cosine similarity, hierarchical clustering)

• Proficient in NLP (Named Entity Extraction, POS Tagging, Cosine Similarity, Sequence Networks such as RNN (Recurrent Neural Networks,) BERT, Word2Vec)
• Experience with distributed systems such as Hadoop / Spark (PySpark / SparkR)
• Experience in open source BI tools such as Metabase and D3
• Entrepreneurial mindset, including ability to work independently, self-motivate, and propose and implement new initiatives
• Exceptional communication (written and verbal) skills and stakeholder management capabilities
• Ability to think strategically, handle ambiguity, and problem solve in a fast-paced, limited-structure, multicultural environment
• Ability to be effective in high-pressure situations, handle multiple tasks simultaneously, and set priorities
• Ability to absorb and synthesize a broad range of information, especially clinical, scientific and technical manufacturing information

Keyskills :
machine learningsas certified base programmerpythonsqlsupply chain managementdata analysisopen sourcemusic makinganalyticssupply chaincontinuous improvement facilitation