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Research Scientist - Machine Learning
Daten und Analyse_Digitale Technologie; LPB
- Typ:
- Vollzeit
- Standort(e):
- Bangalore VERNOVA (JFWTC) IN
- Datum der Veröffentlichung:
- Gehalt:
- Startdatum der Stellenanzeige:
- 2026-01-16-08:00
- Enddatum der Stellenausschreibung:
- Job-ID:
- R5022607
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Stellenbeschreibung
Job Description Summary
Der Senior Analytics Engineer wird für die Bereitstellung neuer, kommerziell wiederverwendbarer Analyselösungen (Analytic Blueprint Packages) verantwortlich sein, um das Wachstum der Support-Teams für Assets, Anwendungen und Branchen zu fördern (Software As A Service-Modell). Sie nutzen die Standardsuite aus Plattform- und Kernmodulanalysen und ‑algorithmen, Softwareanwendungsfunktionen sowie fundierten technischen und analytischen Hintergründen.Job Description
Roles and responsibilities
- Develop novel AIML algorithms and methodologies applicable to control systems engineering and anomaly detection problems.
- Analyse large time series datasets to identify patterns, trends, and insights to deliver algorithms dealing with diagnostics and prognostics of large energy equipment.
- Implement and optimize AIML algorithms and models.
- Design and conduct experiments to test the performance and robustness of AIML-based solutions.
- Document research findings, methodologies, and implementation details for knowledge sharing and future reference.
- Collaborate with cross-functional teams, including engineers, researchers, and product managers, to integrate AIML solutions into existing system platforms.
- Keep abreast of the latest advancements in AIML, control systems, and signal processing engineering through literature review and participation in relevant conferences and seminars.
Required Qualifications
- PhD with 2 - 5 Years Experience or Master’s degree with 5 - 7 Years Experience from a reputed institution in Computer Science or other engineering field.
- Strong understanding of fundamental concepts in statistics, machine learning, and artificial intelligence.
- Proficiency in programming languages commonly used in AIML applications such as Python, PySpark, PyTorch, Pandas, or similar.
- Experience with data analysis and manipulation using tools like Pandas, NumPy, or MATLAB. Familiarity with software development best practices, including version control (e.g., Git) and agile methodologies.
- Basic knowledge of cloud-based architectures
- Excellent problem-solving skills and ability to think critically and creatively.
- Strong communication skills and ability to work effectively in a collaborative team environment.
- Demonstrated ability to build prototypes and quickly develop proof of concepts to show solution feasibility.
Additional Information
Relocation Assistance Provided: Yes