ML Ops Engineer

HARMAN’s engineers and designers are creative, purposeful and agile. As part of
this team, you’ll combine your technical expertise with innovative ideas to help
drive cutting-edge solutions in the car, enterprise and connected ecosystem.
Every day, you will push the boundaries of creative design, and HARMAN is
committed to providing you with the opportunities, innovative technologies and
resources to build a successful career. A Career at HARMAN As a technology
leader that is rapidly on the move, HARMAN is filled with people who are focused
on making life better. Innovation, inclusivity and teamwork are a part of our
DNA. When you add that to the challenges we take on and solve together, you’ll
discover that at HARMAN you can grow, make a difference and be proud of the work
you do everyday. A Career at HARMAN TECH Services (HTS) 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 Role We 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 Technology Ever 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, join our
talent community today! #LI-WS1 #LI-Hybrid HARMAN is proud to be an Equal
Opportunity / Affirmative Action employer. 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. About HARMAN International HARMAN
(harman.com) designs and engineers connected products and solutions for
consumers, automakers, and enterprises worldwide, including audio, visual and
infotainment systems; enterprise automation solutions; and software services.
With leading brands including AKG®, Harman Kardon®, Infinity®, JBL®, Lexicon® ,
Mark Levinson ® and Revel®, HARMAN is admired by audiophiles, musicians and the
entertainment venues where they perform around the world. HARMAN also is a
technology and integration services leader for the Automotive, Mobile,
Telecommunications and Enterprise markets. More than 25 million automobiles on
the road today are equipped with HARMAN audio and infotainment systems. The
Company’s software solutions power billions of mobile devices and systems that
are connected, integrated, personalized, adaptive and secure across all
platforms, from the work and home to car and mobile. HARMAN has a workforce of
approximately 30,000 people across the Americas, Europe, and Asia. In March
2017, HARMAN became a wholly-owned subsidiary of Samsung Electronics. HARMAN is
an Equal Opportunity, Affirmative Action employer. All qualified applicants will
receive consideration for employment without regard to race, color, religion,
sex, sexual orientation, gender identity, national origin, disability or
Protected Veterans status. HARMAN offers a great work environment, brilliant
career opportunities, professional training and competitive compensation.
Looking for a challenge where your experience is valued? Come see what you can
achieve as a leader with HARMAN! DO NOT apply on this page. Click HARMAN logo in
top left to search and apply.