Data scientist

7 days ago

Flower Bazaar, India OEC Full time

About OECOEC provides high-quality technology solutions to automakers and their franchised dealers which facilitate the sale of Original Equipment (OE) replacement parts. Using advanced, leading technology, OEC in the past 20 years, has extended this mission by providing constant support for over 50 international auto brands, and more than 150,000 dealership and repair customers worldwide, being now a leader in the segment of the automotive market through continued innovation and subject matter expertise. We power connections to keep our world up and running. OEC is the leading technology provider for the automotive aftersales industry, creating networks that support manufacturers, dealers, repairers, and insurers to allow our connected customers and vehicle owners to thrive. Job Summary/Objective Leads OEC in the discovery of information hidden in vast amounts of data to assist in making smarter decisions to deliver even better products. Leads teams using large data sets to find opportunities for product and process optimization and models to test the effectiveness of different courses of action. Oversees strategy and policy around documentation of processes, models, applications, and procedures. Key Responsibilities & Duties (essential to the job)Leads discussions with key stakeholders to understand the underlying needs of the business and formulate, communicate and create buy-in for analytics approaches and solutions. Drives discussion around architecture for building large and complex information sets; Integrates and extractsrelevant information from large amounts of both structured and unstructured data (internal and external) to enable analytical solutions. Conducts advanced analytics leveraging predictive modeling, machine learning, simulation, optimization and other techniques to deliver insights or develop analytical solutions to achieve business objectives. Leads Data Science team in discussion and policy. Helps communicate and formulate vision for Data Science team and execute on that plan. Deploys and maintains machine learning models/services using best practices to ensure performance and availability. Develops ad hoc analytics to support requests from OEC’s various lines of business. Empowers others to use the modeled data through Power BI through the creation of easy-to-use datasets. Establishes links across existing data sources and finds new, interesting data correlations. Data analysis: Proficient in independently analyzing data in SǪL Server, Azure databases. Capable of writing queries, slicing and dicing the data as required and identifying the underlying patterns. Responsible for identifying and reporting data insufficiencies. Effectively communicate with stakeholders to obtain the necessary data, ensuring no compromise on data sufficiency. Thorough understanding of data flow from source to target, including functional aspects of SSIS and Azure Data Factory is a plus. Model building: Brainstorm different methodologies to approach the business objective, shortlist multiple models, analyze the results and choose the best one for final implementation. Document all the analysis findings. Perform rigorous model validation and testing to ensure robustness and reliability. Communication: Periodically communicate the findings and progress to the stakeholders and obtain feedback. Iterate and improve models based on stakeholder feedback. Deployment: Possess strong ability to write deployment scripts and closely work with Dev Ops engineer in creating deployment pipelines to deploy the ML model to Dev, ǪA and Production environments. Cloud resource estimates: Provide accurate estimates of cloud resource requirements aligned with business objectives. A responsible tech steward who closely monitors cloud resource usage and take action to control costs. Tools and technologies expertise must have: Python, Azure Data Factory, SǪL, Azure ML, Git, Azure(Cloud), Built ML model Tools and technologies expertise good to have: SSIS, ADF, Data Flow, ML OPS, Cloud Resource Estimation Libraries and Frameworks: Pandas, Num Py, Pytorch, Hugging Face, Langchain, SKlearn Trends in industry: Tech enthusiast and an avid follower of latest trends in AI space and AI concepts such as Gen AI, RAG, LLMs. Soft Skills: Strong analytical and problem-solving skills. Ability to work collaboratively in cross-functional teams. Excellent time management and organizational skills. Educational Ǫualifications: Bachelor’s or Master’s degree in Computer Science, Data Science, Statistics, Mathematics, or a related field. Relevant certifications in data science, machine learning, or cloud platforms (e. G., Microsoft Certified: Azure Data Scientist Associate) are a plus. Years of Experience:5+ yrs of work experience in Data Science Perks and Benefits: Competitive salary and benefits Group Medical Insurance ICICI Bank Multi Wallet Collaborative workspace Flexible working hours Hybrid working model What Makes Working at OEC Awesome?We have a new OEC Technology Centre of Excellence in Chennai, India Our team is beyond thrilled to work with the new office, but we’re even more excited for the innovation and creativity that this living space will certainly inspire We believe in surrounding ourselves with not only the best and the brightest individuals, but those that are unique and purpose-driven in all that they do. OEC India has been selected as one of the ‘Top 25 Safest Workplaces in India’ by Kelp HR. OEC provides equal employment opportunities (EEO)to all employees and applicants for employment without regard to race, colour, religion, creed, gender, sex (including pregnancy, childbirth, and related medical conditions), sexual orientation, gender identity, national origin, age, disability, genetic information or characteristics, marital status, familial status, veteran or military status, status regarding public assistance, membership or activity in a local commission, or any other protected status in accordance with applicable federal, state and local laws.

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