Senior R&D Engineer - C++/ML/AI (m/f/d)

Key Skills

Aartificial intelligence, Analytical and Problem solving, C++, Data science techniques, Effective communication skills, Linux Operating system, Machine learning techniques, MATLAB Programming, NumPy, Pandas, Python Programming, PyTorch, R Programming, Scikit-learn, TensorFlow, Theano

Job Description

The Senior R&D Engineer (m/f/d) is responsible for the development of software products and supporting systems. In this role, the Senior R&D Engineer will use advanced technical and problem-solving skills to help the team tackle complex issues, satisfy customer requirements, and accomplish development objectives. 

The Senior R&D Engineer will join the Ansys optiSLang Research and Development team that creates state of the art software for machine learning based sensitivity analysis, optimization and uncertainty quantification analysis. Ansys optiSLang is the world leading software package for process integration and parametric design optimization. With help of machine learning methods, the design optimization tools are extended by an automatic meta-modeling framework for efficient sensitivity analysis and multi-disciplinary optimization.

The Senior R&D Engineer will contribute to the development of new methods and algorithms as well as the maintenance and improvement of existing implementations. The spectrum of the work covers the development of consistent mathematical formulations, efficient and robust implementation in the algorithmic library using C++ and python, and finally the publication and the patenting of novel ideas. Specific focus will be the combination of machine learning algorithms (like TensorFlow, pyTorch) for geometric networks, differential equations in space or time, for spatial 3D data. Another focus will be on advanced statistical algorithms for uncertainty quantification, which includes reliability methods to estimate small to medium failure probabilities, validation, robust design or tolerance analysis.

Key Duties and Responsibilities

• Participates in planning, architecture, and research
• Performs complex development activities that may require extensive analysis in areas including user experience, software design, solver or data science research, implementation, maintenance of existing algorithms, testing, evaluation, benchmarking, documentation of benchmarks and algorithms
• Works together with the customer support team to ensure the applicability of the developed algorithm for industrial applications
• Employs best practices and helps to maintain them through technical reviews and mentoring
• Performs complex bug verification, release testing and beta support for assigned products. Research problems discovered by QA or product support and develops solutions
• Researches and understands the marketing requirements for a product, including target environment, performance criteria and competitive issues. May work with strategic customers or proxies to assess needs and develop solutions
• Works independently with minimal supervision and may take on some planning and mentoring responsibilities
• May be responsible for managing interns or co-ops but typically does not have direct reports
• Researches problems discovered by QA or product support and develops solutions

Minimum Education/Certification Requirements and Experience

• BS in Engineering, Computer Science, Mathematics, Data Science, (Technical) Physics, or related field with 5 years’ experience, MS with 3 years’ experience, or PhD with 1 year experience
• Good understanding and skills in C++ and Python programming
• Problem solving oriented
• Background in at least one of the areas: machine learning, artificial intelligence, data mining, single-objective optimization, multi-objective decision making, or uncertainty quantification, geometric modelling

Preferred Qualifications and Skills

Excellent technical knowledge and experience with:

• Numerical statistics, data science, surrogate modelling
• Knowledge on ROM building, e. g. with C++, Dakota, Matlab, R, Python, TensorFlow, pyTorch, FMI, Scikit-learn, Theano, pandas, etc.
• Technical knowledge and experience in machine learning and artificial intelligence, with focus on deep neural network technologies in multiple dimensions (e. g. 3D geometries, signals, ODE in time). ML for multi-dimensional inputs or outputs
• Excellent knowledge in computational mathematics including experiences in libraries like C++/Eigen, Fortran/MKL, Python/Pandas, Python/NumPy
• Experience with large-scale SCRUM
• Experience with simulation programs (FEM, CFD, system simulation, ...)
• Development on Windows and Linux
• Experience with Continuous Integration and Continuous Delivery
• Understanding of customer requirements and tools used in this domain
• Good communication and interpersonal skills
• Ability to work collaboratively in a geographically distributed team
• Good written and spoken German and English skills

Remuneration

Salary according to collective bargaining agreement IT/ST2 of at least 3.730.00 gross monthly. Depending on qualification and professional experience we aim for an overpayment.

At Ansys, we know that changing the world takes vision, skill, and each other. We fuel new ideas, build relationships, and help each other realize our greatest potential in the knowledge that every day is an opportunity to observe, teach, inspire, and be inspired. Together as One Ansys, we are powering innovation that drives human advancement.

Our Commitments:

• Amaze with innovative products and solutions
• Make our customers incredibly successful
• Act with integrity
• Ensure employees thrive and shareholders prosper

Our Values:

• Adaptability: Be open, welcome what’s next
• Courage: Be courageous, move forward passionately
• Generosity: Be generous, share, listen, serve
• Authenticity: Be you, make us stronger

Our Actions:

• We commit to audacious goals
• We work seamlessly as a team
• We demonstrate mastery
• We deliver outstanding results

OUR ONE ANSYS CULTURE HAS INCLUSION AT ITS CORE

We believe diverse thinking leads to better outcomes. We are committed to creating and nurturing a workplace that fuels this by welcoming people, no matter their background, identity, or experience, to a workplace where they are valued and where diversity, inclusion, equity, and belonging thrive.

TAKE A LEAP OF CERTAINTY IN YOUR CAREER AT ANSYS

At Ansys, you will find yourself among the sharpest minds and most visionary leaders across the globe. Collectively we strive to change the world with innovative technology and transformational solutions. With a prestigious reputation in working with well-known, world-class companies, standards at Ansys are high – met by those willing to rise to the occasion and meet those challenges head on. Our team is passionate about pushing the limits of world-class simulation technology, empowering our customers to turn their design concepts into successful, innovative products faster and at a lower cost.

At Ansys, it’s about the learning, the discovery, and the collaboration. It’s about the “what’s next” as much as the “mission accomplished.” And it’s about the melding of disciplined intellect with strategic direction and results that have, can, and do impact real people in real ways. All this is forged within a working environment built on respect, autonomy, and ethics.