Sonatus
Data Scientist
Sonatus, Sunnyvale, California, United States, 94087
Sonatus is a well-funded, fast-paced, and fast-growing company whose technologies and software help automakers build dynamic software-defined vehicles. With two generations of solutions already on the road with a top global OEM, our vehicle and cloud software solutions are at the forefront of the digital transformation of vehicles. The Sonatus team is a talented and diverse collection of technology and automotive specialists hailing from many of the most prominent companies in their respective industries.Sonatus is looking for a highly motivated Data Scientist to join our team and help us accelerate software innovations for next-generation software-defined vehicles. We are passionate about putting our customers first and creating products that solve real-world problems.Location-wise, candidates should already reside within the SF/Bay Area, CA region as we promote a hybrid work model with 2-3 days in office requirements (for synergy, collaboration, engagement, and camaraderie with peers and management).Duties and Responsibilities
Perform data analysis and offer insights to inform business decisionsWork collaboratively with cross-functional teams to identify and address intricate data challengesCreate and deploy data models and algorithms to enhance decision-making processesEmploy programming languages and tools for extracting, cleansing, and manipulating extensive datasetsPresent findings and recommendations to stakeholders using visualizations and presentationsStay current with industry trends and advancements in Data scienceTake charge of projects, ensuring timely completion in a dynamic work environmentEngage in training and developmental activities to augment skills and knowledgeAdhere to data privacy and security protocols to uphold the confidentiality of sensitive informationPerform the full data modeling and algorithm development cycle: modeling, training, tuning, validating, deploying, and maintaining servicesResearch and develop novel statistical approaches and machine learning/deep learning models that add value to manufacturing processes and product performance improvementAssess the effectiveness and accuracy of data sources and data-gathering techniquesQualifications and Experience
MS or PhD in Computer Science, Engineering, Sciences, Applied Mathematics, or a related fieldMinimum 5+ Years of experienceStrong knowledge and understanding of current ML and AI technologies & platformsKnowledge of current technologies and ML frameworks (tensorflow, pytorch, sklearn, keras, etc.)Hands-on experience with data engineering/processing frameworks (databricks, spark, dataflow, etc.)Data Science prototyping experienceResults-driven with a positive can-do attitudeCreative problem-solving skillsExperience with SQLExcellent verbal and written communication skillsPrefer experience with distributed storage and computing tools such as Hadoop and SparkPrefer working knowledge of streaming data solutionsDesired Skills and Experience
Experience in the Automotive Industry is highly desirableBenefit Offerings
Competitive compensation and equity programHealth care plan (Medical, Dental & Vision)Flexible and Dependent Care Expense programRetirement plan (401k)Life Insurance (Basic, Voluntary & AD&D)Unlimited paid time off per yearHybrid office work-arrangement/flexibilityPerk Offerings
Complimentary lunches, snacks and beverages during on-site working daysWellness benefit allowances (towards gym membership and fitness programs)Internet reimbursementComputer Accessory AllowanceEmployee Engagement Offerings
Departmental team building and outingsEmployee Referral ProgramCulture/Employee Satisfaction Surveys - Feedback matters!Peer Award Program (monthly)Innovative Award Program (annual)Sonatus is a fast-paced and innovative company and are seeking team members who are passionate about making a difference. If you are ready to take your career to the next level, we highly encourage you to apply.To all recruitment agencies: Sonatus, Inc. ("Sonatus") does not accept unsolicited agency resumes. Please do not forward resumes to our careers alias or other Sonatus' employees. Sonatus is not responsible for any fees associated with unsolicited activities.
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Perform data analysis and offer insights to inform business decisionsWork collaboratively with cross-functional teams to identify and address intricate data challengesCreate and deploy data models and algorithms to enhance decision-making processesEmploy programming languages and tools for extracting, cleansing, and manipulating extensive datasetsPresent findings and recommendations to stakeholders using visualizations and presentationsStay current with industry trends and advancements in Data scienceTake charge of projects, ensuring timely completion in a dynamic work environmentEngage in training and developmental activities to augment skills and knowledgeAdhere to data privacy and security protocols to uphold the confidentiality of sensitive informationPerform the full data modeling and algorithm development cycle: modeling, training, tuning, validating, deploying, and maintaining servicesResearch and develop novel statistical approaches and machine learning/deep learning models that add value to manufacturing processes and product performance improvementAssess the effectiveness and accuracy of data sources and data-gathering techniquesQualifications and Experience
MS or PhD in Computer Science, Engineering, Sciences, Applied Mathematics, or a related fieldMinimum 5+ Years of experienceStrong knowledge and understanding of current ML and AI technologies & platformsKnowledge of current technologies and ML frameworks (tensorflow, pytorch, sklearn, keras, etc.)Hands-on experience with data engineering/processing frameworks (databricks, spark, dataflow, etc.)Data Science prototyping experienceResults-driven with a positive can-do attitudeCreative problem-solving skillsExperience with SQLExcellent verbal and written communication skillsPrefer experience with distributed storage and computing tools such as Hadoop and SparkPrefer working knowledge of streaming data solutionsDesired Skills and Experience
Experience in the Automotive Industry is highly desirableBenefit Offerings
Competitive compensation and equity programHealth care plan (Medical, Dental & Vision)Flexible and Dependent Care Expense programRetirement plan (401k)Life Insurance (Basic, Voluntary & AD&D)Unlimited paid time off per yearHybrid office work-arrangement/flexibilityPerk Offerings
Complimentary lunches, snacks and beverages during on-site working daysWellness benefit allowances (towards gym membership and fitness programs)Internet reimbursementComputer Accessory AllowanceEmployee Engagement Offerings
Departmental team building and outingsEmployee Referral ProgramCulture/Employee Satisfaction Surveys - Feedback matters!Peer Award Program (monthly)Innovative Award Program (annual)Sonatus is a fast-paced and innovative company and are seeking team members who are passionate about making a difference. If you are ready to take your career to the next level, we highly encourage you to apply.To all recruitment agencies: Sonatus, Inc. ("Sonatus") does not accept unsolicited agency resumes. Please do not forward resumes to our careers alias or other Sonatus' employees. Sonatus is not responsible for any fees associated with unsolicited activities.
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