Senior Data Scientist at Ericsson

Bengaluru, karnataka, India -

Full Time

Start Date

Immediate

Expiry Date

11 Feb, 26

Salary

0.0

Posted On

13 Nov, 25

Experience

5 year(s) or above

Remote Job

Yes

Telecommute

Yes

Sponsor Visa

Skills

Data Pipelines, AI/ML Workflows, Foundation Models, Model Architectures, Hyperparameters, Python, PyTorch, TensorFlow, Hugging Face Transformers, Distributed Model Training, Supervised Learning, Unsupervised Learning, Causal AI, Problem-Solving, Communication Skills, Technical Writing

Industry

Telecommunications

Description

Design and maintain scalable, efficient data pipelines and AI/ML workflows for large-scale datasets. Architect, develop, and deploy foundation models such as large AI models Develop and optimize model architectures, training regimes, and hyperparameters focused on performance and resource efficiency. Collaborate with engineering and product teams to translate complex use cases into operational AI solutions. Implement model monitoring, versioning, and performance tracking in production environments. Experience: Minimum 5 years of hands-on experience in AI/ML solution development with a focus on foundation models. Proficient in Python and deep learning frameworks such as PyTorch and TensorFlow; experience with libraries like Hugging Face Transformers is a plus. Strong experience building scalable data pipelines and employing distributed model training (e.g., using frameworks like Horovod or DeepSpeed). In-depth knowledge of ML concepts: supervised/unsupervised learning, representation learning, optimization algorithms, and performance metrics. Demonstrated ability to implement new algorithms and methodologies from leading research papers, assessing their scalability and viability for industrialization. Demonstrated ability to deploy models at scale with considerations for latency, throughput, and resource constraints. Solid problem-solving skills and capability to work autonomously on complex technical challenges Experience with unstructured data and advanced concepts like reasoning, causal AI, or building/fine-tuning foundation models is a significant plus Proven ability to lead projects end-to-end with minimal supervision. Excellent communication skills, with a track record of presenting technical findings to senior leadership and diverse audiences. Experience in writing and presenting white papers, journal articles, or technical blogs is a plus The chance to use your skills and imagination to push the boundaries of what´s possible. To build solutions never seen before to some of the world's toughest problems. You´ll be challenged, but you won't be alone. You´ll be joining a team of diverse innovators, all driven to go beyond the status quo to craft what comes next. What happens once you apply? Click Here to find all you need to know about what our typical hiring process looks like. We truly believe that by collaborating with people with different experiences we drive innovation, which is essential for our future growth. learn more. Primary country and city: India (IN) || Bangalore Req ID: 776464

Responsibilities

Design and maintain scalable data pipelines and AI/ML workflows for large-scale datasets. Collaborate with engineering and product teams to translate complex use cases into operational AI solutions.