COO & Head Talent Acquisition at Foresight Management Consultants
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Senior Manager - Data Science/Artificial Intelligence & Machine Learning - Transportation Firm (6-10 yrs)
JOB PURPOSE: As an Associate Data Scientist, working on artificial intelligence (AI) projects, you'll be responsible for creating programs and algorithms that enable machines to take actions without being directed.
JOB LOCATION: Gurgaon
POSITION REPORTS TO:General Manager - IT
JOB RESPOSIBILITIES:
- Architecting and developing complex AI/ML based solutions for the business
- Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
- Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
- Lead/Collaborate with a team of data scientists in developing and delivering machine learning models for production setting
- Improve key organizational metrics through developing data-science based solutions
- Perform data wrangling and due diligence activities on data quality
- Supervising the data acquisition & labeling process if more data is needed
- Performing Exploratory Data Analysis (EDA), defining the preprocessing or feature engineering to be done on a given dataset, developing Machine Learning models, validating models, deployment, etc.
- Collaborate with the application development team for deploying the models
- Proactively drive impact to business by owning the data science initiatives end-to-end and collaborating with other stakeholders
- Collaborate with the Operations, Network, Control Tower and Business Analysis team to develop cutting edge analytics solutions that improve the business
- Maintain thorough and comprehensive documentation of data science initiatives
- Develop robust work products by following best practices through all stages of development, testing & deployment
ELIGIBILITY:
- BE/Tech in Engineering, Masters/PhD candidates preferred
- Strong background in strong in Data Science, Computer Science, Operations Research & Statistics concepts
- Ability to independently architect and implement complex data science solutions
- Deep understanding of statistical modeling, machine-learning approaches& deep-learning
- Experience in optimization algorithms or experience working with unstructured datasets for Natural Language Processing or Image Analytics would be preferred
- Extensive experience solving analytical problems using quantitative approaches for large datasets. Experience in using Big Data platforms, Spark & Hadoop platform would be preferred
- Highly motivated and innovative in approach
- Candidates with a track record of publishing patents or research papers would be preferred
- Proficient in Python & R, with sound knowledge of OOPS concepts
- 7-10years of experience in AI solution development and / or integration
- Excellent communication skills and ability to effectively manage stakeholders
- Should be people-oriented and should have previously led teams
- Experience with working on a variety of data science use-cases across multiple domains
- Excellent understanding of statistics, probability, linear algebra and other mathematical concepts that support modern ML and AI concepts and should be able to optimize AI/ ML outcomes
- Experience with REST APIs, Python Django/Flask
Behavioral COMPETENCIES:
- Ownership
- Business Acumen
- Adaptability/Flexibility
- Communication
- Interpersonal Skills
- Initiative
- Planning & Organizing
- Result Orientation
- Problem Solving Skills
- Cost Consciousness
- Leadership
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