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Sr. Machine Learning Engineer (Automotive) IRC119590

Job: IRC119590
Standort: US - Sunnyvale CA
Bezeichnung: Senior Software Engineer
Erfahrung: 3-5 years
Funktion: Engineering
FĂ€higkeiten: AI, Deep Convolutional Neural Networks, Deep Learning

Beschreibung:

This is for Customers’s Function and Simulation – ADAS Development department. Customer is a known brand in automotive industry.

Anforderungen:

    General skills needed to perform the job

    • Bachelor’s Degree in Engineering (computer science or comparable)
    • 3+ years of experience with AI / deep learning concepts and experience with at least few of the topics like trajectory prediction, behavior prediction, multimodal architectures, recurrent architectures like LSTMs, transformers, attention, uncertainty, probabilistic models, graphical neural nets, model compression/optimization etc.

    • Effective analytical and conceptual skills to derive adequate solutions for technical problems
    • Planning and organization, project management and time management skills
    • Ability to solve complex problems
    • Ability to work independently
    • Excellent communication skills
    • Open minded and empathic work style
    • Excellent team player
    • Comfortable with ambiguity and tackling new problems

    Required:
    • A good fundamental understanding of AI / deep learning concepts
    • Experience with at least few of the topics like trajectory prediction, behavior prediction, multimodal architectures, recurrent architectures like LSTMs, transformers, attention, uncertainty, probabilistic models, graphical neural nets, model compression/optimization etc.
    • Experience with some of the open source datasets like Argoverse, kitti, nuscenes, etc. and/or similar data coming from simulation ( e.g. CARLA etc.).
    • Strong coding background
    • Experience with statistics, active learning, anomaly detection, continual/lifelong/online learning, etc. for
    • Must have Production/release/shipping mindset

    Desired:
    • Experience with training neural networks with large amounts of data. Robustly training jobs at scale, should it be for production models or quick experiments
    • Knowledge of ADAS/AD features
    • Experience with in-vehicle ADAS/AD feature verification and validation testing
    • Experience with working in OEM environment
    • Experience with working in cross-functional environment.
    • Basic German language skills (written and spoken)
    • Knowledge of Vehicle architecture

Einstellungen:

Bachelors in Computer Science / IT / IS or related fields

Arbeitsaufgaben:

    Role Summary

    • The role is to support the engineering development of ADAS/AD feature for series production. The focus is development US specific feature and validation of the same. The responsibility starts with creating machine learning models for sensor fusion, situation interpretation and path planner.

    • Once SW is integrated this position will be responsible to perform integration testing in HIL/SIL lab and after successful testing the same need to be verified and validated in target vehicle environment.

    • This position also needs to coordinate with cross functional team of ADAS/AD team who are located in Germany

     

    Role Responsibilities

    • Developing machine learning models for Situation and Interpretation modules (Ex: Intention prediction, Corridor build-up etc. (60%)

    • Data collection from vehicles and training neural networks with large amounts of data (20%)

    • Software Integration and Verification in HIL/SIL and Vehicle (20%)

Was wir anbieten

Exciting Projects:Come take your place at the forefront of digital transformation! With clients across all industries and sectors, we offer an opportunity to work on market-defining products using the latest technologies.

Collaborative Environment: You can expand your skills by collaborating with a diverse team of highly talented people in an open, laidback environment — or even abroad in one of our global centers or client facilities!

Work-Life Balance:GlobalLogic prioritizes work-life balance, which is why we offer flexible work schedules and opportunities to work from home.

Professional Development:We provide continuing education classes, professional certification and training (technical, soft skills, language, and communication skills) to help you realize your professional goals. Being part of a global organization, there are additional learning opportunities through international knowledge exchanges.

Excellent Benefits:We provide our employees with competitive salaries, health and life insurance, short-term and long-term disability insurance, a matched contribution 401K plan, flexible spending accounts, and PTO and holidays

Über GlobalLogic

GlobalLogic is a full-lifecycle product development services leader that combines chip-to-cloud software engineering expertise and vertical industry experience to help our customers design, build, and deliver their next-generation products and digital experiences. We expertly integrate design, complex engineering, and agile delivery capabilities to deliver superior business outcomes for global brands in telecom, automotive, healthcare, technology, media and entertainment, manufacturing, and semiconductor industries.

Headquartered in Silicon Valley, GlobalLogic employs over 18,000 designers and engineers across the globe. Analysts like NASSCOM and Zinnov have recognized us for being a top company in our field, and we are consistently nominated as a preferred employer by both global HR consultative firms and local job boards. By creating a work environment that is exciting and flexible, and by fostering growth through ongoing learning and development programs, we empower our employees to achieve both their professional and personal goals.

At GlobalLogic, we make amazing products — and careers.

Apply Now

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    Die Ausschreibung fĂŒr diese und Ă€hnliche Positionen bei GlobalLogic ist dauerhaft offen. Um sich zu bewerben und GlobalLogic Ihr EinverstĂ€ndnis zur Verarbeitung Ihrer personenbezogenen Daten zum Zweck solcher Einstellungen zu erteilen, drĂŒcken Sie die SchaltflĂ€che "Bewerben" unten. Weitere Einzelheiten darĂŒber, wie wir Ihre personenbezogenen Daten verarbeiten und welche Rechte Sie haben, finden Sie in der EU-Personalpolitik. Denken Sie daran, dass Sie Ihre Einwilligung jederzeit widerrufen können, z. B. durch eine E-Mail an privacy@globallogic.com
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    Die Ausschreibung fĂŒr diese und Ă€hnliche Positionen bei GlobalLogic ist dauerhaft offen. Um sich zu bewerben und GlobalLogic Ihr EinverstĂ€ndnis zur Verarbeitung Ihrer personenbezogenen Daten zum Zweck solcher Einstellungen zu erteilen, drĂŒcken Sie die SchaltflĂ€che "Bewerben" unten. Weitere Einzelheiten darĂŒber, wie wir Ihre personenbezogenen Daten verarbeiten und welche Rechte Sie haben, finden Sie in der EU-Personalpolitik. Denken Sie daran, dass Sie Ihre Einwilligung jederzeit widerrufen können, z. B. durch eine E-Mail an privacy@globallogic.com
    In order to apply and give GlobalLogic your consent to process your personal data for the purpose of this recruitment process, press the “Submit” button below.
    Check this box if you want us to process your personal data also for future recruitment processes for other positions. More details on how we process your personal data and what are your rights can be found EU Recruitment Policy. Remember that you can withdraw any consent anytime, for example by sending an e-mail at privacy@globallogic.com
    Die Ausschreibung fĂŒr diese und Ă€hnliche Positionen bei GlobalLogic ist dauerhaft offen. Um sich zu bewerben und GlobalLogic Ihr EinverstĂ€ndnis zur Verarbeitung Ihrer personenbezogenen Daten zum Zweck solcher Einstellungen zu erteilen, drĂŒcken Sie die SchaltflĂ€che "Bewerben" unten. Weitere Einzelheiten darĂŒber, wie wir Ihre personenbezogenen Daten verarbeiten und welche Rechte Sie haben, finden Sie in der EU-Personalpolitik. Denken Sie daran, dass Sie Ihre Einwilligung jederzeit widerrufen können, z. B. durch eine E-Mail an privacy@globallogic.com
    In order to apply and give GlobalLogic your consent to process your personal data for the purpose of this recruitment process, press the “Submit” button below.
    Check this box if you want us to process your personal data also for future recruitment processes for other positions. More details on how we process your personal data and what are your rights can be found EU Recruitment Policy. Remember that you can withdraw any consent anytime, for example by sending an e-mail at privacy@globallogic.com
    Die Ausschreibung fĂŒr diese und Ă€hnliche Positionen bei GlobalLogic ist dauerhaft offen. Um sich zu bewerben und GlobalLogic Ihr EinverstĂ€ndnis zur Verarbeitung Ihrer personenbezogenen Daten zum Zweck solcher Einstellungen zu erteilen, drĂŒcken Sie die SchaltflĂ€che "Bewerben" unten. Weitere Einzelheiten darĂŒber, wie wir Ihre personenbezogenen Daten verarbeiten und welche Rechte Sie haben, finden Sie in der EU-Personalpolitik. Denken Sie daran, dass Sie Ihre Einwilligung jederzeit widerrufen können, z. B. durch eine E-Mail an privacy@globallogic.com
    In order to apply and give GlobalLogic your consent to process your personal data for the purpose of this recruitment process, press the “Submit” button below.
    Check this box if you want us to process your personal data also for future recruitment processes for other positions. More details on how we process your personal data and what are your rights can be found EU Recruitment Policy. Remember that you can withdraw any consent anytime, for example by sending an e-mail at privacy@globallogic.com