ML Ops Engineer

Łódź, łódzkie
Stała
Niepełny etat

10 dni temu

We're a global, multi-disciplinary team that's putting the innovative power of technology to work and transforming tomorrow. At HTS, you solve challenges by creating innovative solutions.

Combine the physical and digital, making technology a more dynamic force to solve challenges and serve humanity's needs

Work at the convergence of cross channel UX, cloud, insightful data, IoT and mobility

Empower companies to create new digital business models, enter new markets, and improve customer experiences

About the RoleWe seek a highly skilled and motivated ML Ops Engineer to join our growing team. As ML Ops Engineer, you will contribute to development and buildout of components of our customer's advertising platform which brings sponsored content to millions of media-enabled devices worldwide.You will have access to unique customer proprietary data to address existing product challenges and build end-to-end solutions with real-world impact. You will also work with talented engineers and top-notch machine learning researchers on exciting projects and state-of-the-art technologies.
In conclusion, your responsibility will be designing, setting up and administering infrastructure for deploying, monitoring, and maintaining ML models.What You Will Do

Degree in Computer Science or related fields.
At least 2 years of proven industry experience in microservices.
Experience with Infrastructure as Code (Terraform), cloud solutions and orchestration tools (AWS e.g. Sagemaker, Airflow MWAA, Step/Lambda, EC2, EMR).
Familiarity with CI/CD (e.g.: Github Actions, ArgoCD), ETL, big data tools, mainstream ML frameworks (e.g., MapReduce, Spark, Flink, Kafka, Unix/Linux with shell, Docker, Kubernetes, TensorFlow, PyTorch, etc.) and communication protocols (gRPC, HTTP2.0).
Experience working with real time monitoring/alerting components (e.g., Prometheus/ Grafana/ AWS Quicksight).
Experience in Python and Go (preferable).
Experience with distributed cache systems, e.g., Redis/Aerospike.

What You Need to Be Successful

Degree in Computer Science or related fields.
At least 2 years of proven industry experience in microservices.
Experience with Infrastructure as Code (Terraform), cloud solutions and orchestration tools (AWS e.g. Sagemaker, Airflow MWAA, Step/Lambda, EC2, EMR).
Familiarity with CI/CD (e.g.: Github Actions, ArgoCD), ETL, big data tools, mainstream ML frameworks (e.g., MapReduce, Spark, Flink, Kafka, Unix/Linux with shell, Docker, Kubernetes, TensorFlow, PyTorch, etc.) and communication protocols (gRPC, HTTP2.0).
Experience working with real time monitoring/alerting components (e.g., Prometheus/ Grafana/ AWS Quicksight).
Experience in Python and Go (preferable).
Experience with distributed cache systems, e.g., Redis/Aerospike.

Technologies in use

Python
Golang
REST
AWS
Spark
Snowflake / Snowpark
Github Actions
ArgoCD
Airflow
Kubernetes
Grafana / Prometheus
Terraform
TensorFlow
PyTorch
Hadoop
Aerospike/Redis

Bonus Points if You Have

At least 3 years of industry experience in low latency, high throughput distributed microservices and integration e.g. WS/REST.
Extensive experience with system architecture design for machine learning.
Knowledge on testing frameworks for online A/B testing, canary, blue-green deployment.
Knowledge about ML serving technologies, such as Seldon, Triton, ONNX, ONCL, TensorRT.
Experience with the advertising industry, recommendation systems or real-time bidding (RTB) ecosystem.
Knowledge of other OOP languages
Knowledge of SQL scripting
Knowledge of serialization protocols (Protobuf, FlatBuffers, Cap'n Proto)

What We Offer

Flexible work environment, allowing for part-time remote work for positions that can be performed outside a HARMAN or customer location.
Access to employee discounts on world-class Harman and Samsung products (JBL, HARMAN Kardon, AKG, etc.).
Extensive training opportunities through our own HARMAN University.
Competitive wellness benefits.
Tuition reimbursement.
“Be Brilliant” employee recognition and rewards program.
An inclusive and diverse work environment that fosters and encourages professional and personal development.

About HARMAN: Where Innovation Unleashes Next-Level TechnologyEver since the 1920s, we've been amplifying the sense of sound. Today, that legacy endures, with integrated technology platforms that make the world smarter, safer, and more connected.Across automotive, lifestyle, and tech services, we create innovative technologies that turn ordinary moments into extraordinary experiences. Our renowned automotive and lifestyle solutions can be found everywhere, from the music we play in our cars and homes to venues that feature today's most sought-after performers, while our tech services serve humanity by addressing the world's ever-evolving needs and demands. Marketing our award-winning portfolio under 16 iconic brands, such as JBL, Mark Levinson, and Revel, we set ourselves apart by exceeding the highest engineering and design standards for our customers, our partners and each other.If you're ready to innovate and do work that makes a lasting impact, !#LI-WS1#LI-HybridYou Belong HereHARMAN is committed to making every employee feel welcomed, valued, and empowered. No matter what role you play, we encourage you to share your ideas, voice your distinct perspective, and bring your whole self with you - all within a support-minded culture that celebrates what makes each of us unique. We also recognize that learning is a lifelong pursuit and want you to flourish. We proudly offer added opportunities for training, development, and continuing education, further empowering you to live the career you want.About HARMAN: Where Innovation Unleashes Next-Level TechnologyEver since the 1920s, we've been amplifying the sense of sound. Today, that legacy endures, with integrated technology platforms that make the world smarter, safer, and more connected.Across automotive, lifestyle, and digital transformation solutions, we create innovative technologies that turn ordinary moments into extraordinary experiences. Our renowned automotive and lifestyle solutions can be found everywhere, from the music we play in our cars and homes to venues that feature today's most sought-after performers, while our digital transformation solutions serve humanity by addressing the world's ever-evolving needs and demands. Marketing our award-winning portfolio under 16 iconic brands, such as JBL, Mark Levinson, and Revel, we set ourselves apart by exceeding the highest engineering and design standards for our customers, our partners and each other.If you're ready to innovate and do work that makes a lasting impact,Important Notice: Recruitment ScamsPlease be aware that HARMAN recruiters will always communicate with you from an '@harman.com' email address. We will never ask for payments, banking, credit card, personal financial information or access to your LinkedIn/email account during the screening, interview, or recruitment process. If you are asked for such information or receive communication from an email address not ending in '@harman.com' about a job with HARMAN, please cease communication immediately and report the incident to us through:HARMAN is proud to be an Equal Opportunity employer. HARMAN strives to hire the best qualified candidates and is committed to building a workforce representative of the diverse marketplaces and communities of our global colleagues and customers. All qualified applicants will receive consideration for employment without regard to race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics.HARMAN attracts, hires, and develops employees based on merit, qualifications and job-related performance.( )© 2025 HARMAN International. All Rights Reserved. If you are using a screen reader and are having problems using this website, please call (800) 645-7484 for assistance.

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