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Job Summary We are seeking a highly skilled and motivated Data Science and Machine Learning Specialist to join our team in Chennai. This role will focus on leveraging data to drive insights and build impactful solutions. The ideal candidate will possess a strong analytical background and a passion for applying data science techniques to solve complex business challenges. Key Responsibilities The specific responsibilities will be determined based on the needs of the business and will evolve over time. The candidate should be prepared to adapt and take on new challenges as they arise. Required Skills & Qualifications To be successful in this role, candidates must possess the following skills and qualifications: Data Science : A strong understanding of data science principles, methodologies, and best practices, including data exploration, cleaning, and transformation. Machine Learning : Proficiency in applying machine learning algorithms and techniques to build predictive and prescriptive models. Data Mining : Experience in extracting valuable insights and patterns from large datasets using data mining techniques. Predictive Modeling : Ability to develop and implement predictive models to forecast future outcomes and trends. Prescriptive Modeling : Capability to build prescriptive models that recommend optimal actions based on data-driven insights. Math : A solid foundation in mathematical concepts, including calculus, linear algebra, and optimization. Statistics : A strong understanding of statistical methods and their application to data analysis and interpretation. Advanced Analytics : Expertise in applying advanced analytical techniques to solve complex business problems. Data Augmentation : Experience with data augmentation techniques to improve model performance and generalization. Scalable Models : Ability to design and implement scalable machine learning models that can handle large datasets and high-volume workloads. Automation : Experience in automating data science workflows and processes to improve efficiency and productivity. Big Query : Proficiency in using Big Query for data storage, querying, and analysis. Education : A Bachelor's Degree is required. Experience : A minimum of 5 - 5 years of relevant experience in data science and machine learning is required. This level of experience indicates a seasoned professional capable of independently tackling complex projects and mentoring junior team members. What We Offer Salary : Not specified.
CAE Analyst – Brakes Analysis Job Description Job Summary We are seeking a skilled and experienced CAE Analyst – Brakes Analysis to join our team in Chennai. This role will focus on performing comprehensive analyses related to automotive brake systems, utilizing advanced simulation techniques to ensure optimal performance, durability, and NVH characteristics. The ideal candidate will possess a strong understanding of brake fundamentals, structural mechanics, and materials science, coupled with proficiency in industry-standard CAE tools. Key Responsibilities The CAE Analyst – Brakes Analysis will be responsible for the following: Conducting NVH and Durability analyses on automotive brake systems, including Disc brakes and Drum brakes . Performing CEA (Complex Eigenvalue Analysis) to identify and mitigate potential issues related to vibration and noise. Developing and executing Force transfer path and Force to body transmissibility analyses to understand and minimize unwanted vibrations. Generating Actionable design recommendations based on simulation results to improve brake system performance and reduce Undesired vibrations . Collaborating with Cross-functional teams , including design, validation, and manufacturing, to ensure seamless integration of Simulation data . Analyzing Vehicle and Dynamometer test data to validate simulation models and refine analysis techniques. Identifying Root causes of brake system issues and proposing effective Countermeasures . Contributing to the development of Cost-effective and Optimal brake solutions . Required Skills & Qualifications The ideal candidate will possess the following skills and qualifications: B.E / B.Tech / M.E / M.Tech degree in a relevant engineering discipline (e.g., Mechanical Engineering). Experience of 3 - 10 years in CAE analysis, specifically related to automotive brake systems. This level of experience indicates a seasoned professional capable of independently managing complex analyses and providing technical leadership. Strong understanding of Brake fundamentals , Structural mechanics , and Materials science . Proficiency in performing NVH and Durability analyses. Expertise in utilizing Abaqus and Nastran for Virtual modeling and simulation. Experience with CEA (Complex Eigenvalue Analysis) and its application to brake system analysis. Ability to perform Model Prep and interpret Simulation data effectively. Familiarity with Manufacturing constraints and their impact on brake system design. Strong analytical skills and the ability to translate complex data into clear and concise Actionable design recommendations . Experience working within Cross-functional teams . Knowledge of Brakes NVH work and Brake NVH analysis. Understanding of Transmissibility and its impact on brake system performance. What We Offer We offer a competitive compensation package, including a salary range of 90 LPA - 130 LPA .
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