Data Scientist Jobs | PhysicsX Jobs New York City Metropolitan Area
PhysicsX
Data Scientist Jobs | PhysicsX Jobs New York City Metropolitan Area
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About The Job
Introduction
PhysicsX is a deep-tech company of scientists and engineers, developing machine learning applications to massively accelerate physics simulations and enable a new frontier of optimization opportunities in design and engineering.
Born out of numerical physics and proven in Formula One, we help our customers radically improve their concepts and designs, transform their engineering processes and drive operational product performance. We do this in some of the most advanced and important industries of our time – including Space, Aerospace, Medical Devices, Additive Manufacturing, Electric Vehicles, Motorsport, and Renewables. Our work creates positive impact for society, be it by improving the design of artificial hearts, reducing CO2 emissions from aircraft and road vehicles, and increasing the performance of wind turbines.
What you will do
- Work closely with our simulation engineers, machine learning engineers and customers to develop an understanding of the physics and engineering challenges we are solving
- Build innovative models to predict the behavior of physical systems leveraging state-of-the-art machine learning and deep learning techniques
- Own the delivery of data science workstreams
- Design, build and test data pipelines for machine learning that are reliable, scalable and easily deployable
- Discuss the results and implications of your work with your colleagues and our customers
- Contribute to our internal R&D and product work
What you bring to the table
- Enthusiasm about using machine learning, especially deep-learning and/or probabilistic methods, for science and engineering
- Ability to scope and effectively deliver projects
- Strong problem-solving skills and the ability to analyse issues, identify causes, and recommend solutions quickly
- Excellent collaboration and communication skills – with teams and customers alike
- Degree in computer science, machine learning, applied statistics, mathematics, physics, engineering or a related field
- I assisted in building machine learning models and pipelines in Python, using common libraries and frameworks such as NumPy, SciPy, Pandas, TensorFlow, PyTorch, and Airflow. This work included developing and deploying deep learning applications.
- Software engineering concepts and best practices for collaborative programming (e.g., versioning, testing, deployment)
- Working in a cloud environment with one of the major cloud providers
- (Appreciated, but not a prerequisite) Simulations for FEA/CFD
What we offer
- Be part of something larger: Make an impact and meaningfully shape an early-stage company. Work on some of the most exciting and important topics there are. Do something you can be proud of
- Work with a fun group of colleagues that support you, challenge you and help you grow. We come from many different backgrounds, but what we have in common is the desire to operate at the very top of our fields and solve truly challenging problems in science and engineering. If you are similarly capable, caring and driven, you’ll find yourself at home here
- Experience a truly flat hierarchy. Voicing your ideas is not only welcome but encouraged, especially when they challenge the status quo
- Work sustainably, striking the right balance between work and personal life.
- Receive a competitive compensation and equity package, in addition to plenty of perks
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Perks & Benefits:
When considering job perks and benefits, there are several common categories that many companies offer to attract and retain employees. Here’s a comprehensive list:
Health and Wellness
- Health Insurance: Medical, dental, and vision coverage.
- Mental Health Support: Access to counseling services, mental health days.
- Fitness Programs: Gym memberships, onsite fitness centers, or wellness programs.
- Health Screenings: Regular health check-ups and screenings.
- Ergonomic Support: Ergonomic workstations and equipment.
Financial Benefits
- Retirement Plans: 401(k) plans, pensions, or other retirement savings options with company matching.
- Bonuses: Performance-based bonuses, signing bonuses.
- Stock Options/Equity: Company shares or stock options.
- Tuition Reimbursement: Financial support for further education or certifications.
- Financial Planning Services: Access to financial advisors.
Work-Life Balance
- Paid Time Off (PTO): Vacation days, personal days, and holidays.
- Parental Leave: Maternity, paternity, and adoption leave.
- Flexible Working Hours: Flex time or flexible work schedules.
- Remote Work Options: Opportunities to work from home or remotely.
- Sabbatical: Extended leave for personal growth or study.
Career Development
- Training and Development: Workshops, courses, and training programs.
- Mentorship Programs: Pairing with more experienced colleagues for guidance.
- Career Pathing: Clear advancement opportunities and career path planning.
- Professional Memberships: Subscriptions to industry journals or memberships in professional organizations.
- Conference Attendance: Opportunities to attend industry conferences and events.
Office Perks
- Free Meals and Snacks: Complimentary breakfast, lunch, or snacks.
- Recreational Activities: Game rooms, nap rooms, or social spaces.
- Office Events: Team-building activities, parties, and outings.
- Onsite Services: Dry cleaning, car washes, or massage therapy.
- Pet-Friendly Office: Allowing pets in the workplace.
Additional Benefits
- Employee Discounts: Discounts on company products or services.
- Commuter Benefits: Subsidized transportation or parking.
- Volunteer Time Off: Paid time off for volunteering and community service.
- Diversity and Inclusion Programs: Initiatives to support a diverse and inclusive workplace.
- Relocation Assistance: Financial and logistical support for relocating employees.
Unique Perks
- Childcare Support: Onsite childcare or childcare subsidies.
- Loan Repayment Assistance: Help with student loan repayment.
- Tech Allowances: Stipends for home office equipment or personal tech.
- Travel Opportunities: Opportunities to travel for work or leisure.
- Wellness Retreats: Organized retreats focused on employee wellness.
These perks and benefits can significantly enhance job satisfaction and employee retention, contributing to a positive work environment and a motivated workforce.
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