ML Engineer - San Francisco, CA

Company: Negociosit
Other Job Openings at the Company: The company has other active jobs (2762)
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Location: San Francisco, CA, USA
JOB DESCRIPTION
<p style="text-align:start; text-indent:0px; -webkit-text-stroke-width:0px"><span style="font-size:11pt"><span style="font-family:Calibri, sans-serif"><span style="caret-color:#000000"><span style="color:#000000"><span style="font-style:normal"><span style="font-variant-caps:normal"><span style="font-weight:normal"><span style="letter-spacing:normal"><span style="orphans:auto"><span style="text-transform:none"><span style="white-space:normal"><span style="widows:auto"><span style="word-spacing:0px"><span style="-webkit-text-size-adjust:auto"><span style="text-decoration:none"><span style="background-color:white"><span style="vertical-align:baseline"><span style="background-position:initial initial"><span style="background-repeat:initial initial"><b><span lang="EN-US" style="border:1pt none windowtext; font-size:10.5pt; padding:0cm"><span style="font-family:inherit, serif"><span style="color:#4a4a4a">Example Projects:</span></span></span></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></p> <p style="text-align:start; text-indent:0px; -webkit-text-stroke-width:0px"><span style="font-size:11pt"><span style="font-family:Calibri, sans-serif"><span style="caret-color:#000000"><span style="color:#000000"><span style="font-style:normal"><span style="font-variant-caps:normal"><span style="font-weight:normal"><span style="letter-spacing:normal"><span style="orphans:auto"><span style="text-transform:none"><span style="white-space:normal"><span style="widows:auto"><span style="word-spacing:0px"><span style="-webkit-text-size-adjust:auto"><span style="text-decoration:none"><span style="background-color:white"><span style="vertical-align:baseline"><span style="background-position:initial initial"><span style="background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue""><span style="color:#4a4a4a">In addition to driving the transformation into a data-driven enterprise in general, here are some specific projects <span style="border:1pt none windowtext; padding:0cm">you will</span> get to work on and contribute <span style="border:1pt none windowtext; padding:0cm">towards</span>:</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></p> <ul style="caret-color:#000000; color:#000000; font-family:Helvetica; font-size:11px; font-style:normal; font-variant-caps:normal; font-weight:normal; letter-spacing:normal; orphans:auto; text-align:start; text-indent:0px; text-transform:none; white-space:normal; widows:auto; word-spacing:0px; -webkit-text-size-adjust:auto; -webkit-text-stroke-width:0px; text-decoration:none" type="disc"> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Personalized in-session product recommendation engine</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Customer Segmentation</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Automated text summarization and clustering</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Next-Best offer prediction</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="border:1pt none windowtext; font-size:10.5pt; padding:0cm"><span style="font-family:"Helvetica Neue"">Designing</span></span><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue""> Microassortments for Next-Gen stores</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Anomaly detection and Root Cause Analysis</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Unified consumer profile with probabilistic record linkage</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Visual search for similar and complementary products</span></span></li>
</ul> <p style="text-align:start; text-indent:0px; -webkit-text-stroke-width:0px"><span style="font-size:11pt"><span style="font-family:Calibri, sans-serif"><span style="caret-color:#000000"><span style="color:#000000"><span style="font-style:normal"><span style="font-variant-caps:normal"><span style="font-weight:normal"><span style="letter-spacing:normal"><span style="orphans:auto"><span style="text-transform:none"><span style="white-space:normal"><span style="widows:auto"><span style="word-spacing:0px"><span style="-webkit-text-size-adjust:auto"><span style="text-decoration:none"><span style="background-color:white"><span style="vertical-align:baseline"><span style="background-position:initial initial"><span style="background-repeat:initial initial"><b><span lang="EN-US" style="border:1pt none windowtext; font-size:10.5pt; padding:0cm"><span style="font-family:inherit, serif"><span style="color:#4a4a4a">About the Job:</span></span></span></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></p> <ul style="caret-color:#000000; color:#000000; font-family:Helvetica; font-size:11px; font-style:normal; font-variant-caps:normal; font-weight:normal; letter-spacing:normal; orphans:auto; text-align:start; text-indent:0px; text-transform:none; white-space:normal; widows:auto; word-spacing:0px; -webkit-text-size-adjust:auto; -webkit-text-stroke-width:0px; text-decoration:none" type="disc"> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Architect, <span style="border:1pt none windowtext; padding:0cm">build, maintain, and improve</span> <span style="border:1pt none windowtext; padding:0cm">new and existing</span> suite of algorithms and their underlying systems.</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Implement end-to-end solutions for batch and real-time algorithms along with requisite tooling around monitoring, logging, automated testing, performance testing and A/B testing</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="border:1pt none windowtext; font-size:10.5pt; padding:0cm"><span style="font-family:"Helvetica Neue"">Utilize</span></span><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue""> your <span style="border:1pt none windowtext; padding:0cm">entrepreneurial spirit</span> to identify new opportunities to <span style="border:1pt none windowtext; padding:0cm">optimize</span> <span style="border:1pt none windowtext; padding:0cm">business</span> processes and improve consumer experiences, and prototype solutions to demonstrate value with a crawl, walk, run mindset.</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Work <span style="border:1pt none windowtext; padding:0cm">closely</span> with data scientists and analysts to create and deploy new product features on the ecommerce website, in-store portals and the Levi's mobile app</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Establish scalable, efficient, automated processes for data analyses, model development, validation and implementation</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Write efficient and <span style="border:1pt none windowtext; padding:0cm">well-organized</span> software to ship products in an iterative, <span style="border:1pt none windowtext; padding:0cm">continual</span>-release environment</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Contribute to and promote good software
engineering practices across the team</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Mentor and educate team members to adopt best practices in <span style="border:1pt none windowtext; padding:0cm">writing and maintaining</span> production machine learning code</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="border:1pt none windowtext; font-size:10.5pt; padding:0cm"><span style="font-family:"Helvetica Neue"">Communicate clearly and effectively</span></span><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue""> to <span style="border:1pt none windowtext; padding:0cm">technical and non-technical</span> audiences equally well</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="border:1pt none windowtext; font-size:10.5pt; padding:0cm"><span style="font-family:"Helvetica Neue"">Actively</span></span><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue""> contribute to and re-use community best practices</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Embody the values and passions that characterize Levi Strauss & Co., with empathy to engage with colleagues from <span style="border:1pt none windowtext; padding:0cm">a wide range of</span> backgrounds</span></span></li>
</ul> <p style="text-align:start; text-indent:0px; -webkit-text-stroke-width:0px"><span style="font-size:11pt"><span style="font-family:Calibri, sans-serif"><span style="caret-color:#000000"><span style="color:#000000"><span style="font-style:normal"><span style="font-variant-caps:normal"><span style="font-weight:normal"><span style="letter-spacing:normal"><span style="orphans:auto"><span style="text-transform:none"><span style="white-space:normal"><span style="widows:auto"><span style="word-spacing:0px"><span style="-webkit-text-size-adjust:auto"><span style="text-decoration:none"><span style="background-color:white"><span style="vertical-align:baseline"><span style="background-position:initial initial"><span style="background-repeat:initial initial"><b><span lang="EN-US" style="border:1pt none windowtext; font-size:10.5pt; padding:0cm"><span style="font-family:inherit, serif"><span style="color:#4a4a4a">About You:</span></span></span></b></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></p> <ul style="caret-color:#000000; color:#000000; font-family:Helvetica; font-size:11px; font-style:normal; font-variant-caps:normal; font-weight:normal; letter-spacing:normal; orphans:auto; text-align:start; text-indent:0px; text-transform:none; white-space:normal; widows:auto; word-spacing:0px; -webkit-text-size-adjust:auto; -webkit-text-stroke-width:0px; text-decoration:none" type="disc"> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">University or advanced degree in engineering, computer science, mathematics, or a related field</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="border:1pt none windowtext; font-size:10.5pt; padding:0cm"><span style="font-family:"Helvetica Neue"">5+ years experience</span></span><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue""> developing and deploying machine learning systems into production</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="border:1pt none windowtext; font-size:10.5pt; padding:0cm"><span style="font-family:"Helvetica Neue"">Experince</span></span><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue""> working with a variety of relational SQL and NoSQL databases</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Experience working with big data tools: Hadoop, Spark, Kafka<span style="border:1pt none windowtext; padding:0cm">, etc.</span></span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Experience with at least one cloud provider solution (AWS, GCP, Azure)</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Experience with <span style="border:1pt none windowtext; padding:0cm">object-oriented/object</span> function scripting languages: Python, Java, C++, Scala<span style="border:1pt none windowtext; padding:0cm">, etc.</span></span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="border:1pt none windowtext; font-size:10.5pt; padding:0cm"><span style="font-family:"Helvetica Neue"">Ability to</span></span><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue""> work in a Linux environment</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Industry experience building and productionizing creative end-to-end Machine Learning systems</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Experience working with distributed systems, service oriented architectures and designing APIs</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Knowledge of data pipeline and workflow management tools</span></span></li> <li style="font-size:11pt; font-family:Calibri, sans-serif; color:#4a4a4a; background-color:white; vertical-align:baseline; background-position:initial initial; background-repeat:initial initial"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue"">Expertise in standard software engineering methodology, e.g. unit testing, test automation, continuous integration, code reviews, design documentation</span></span></li>
</ul> <p style="text-align:start; text-indent:0px; -webkit-text-stroke-width:0px"><span style="font-size:11pt"><span style="font-family:Calibri, sans-serif"><span style="caret-color:#000000"><span style="color:#000000"><span style="font-style:normal"><span style="font-variant-caps:normal"><span style="font-weight:normal"><span style="letter-spacing:normal"><span style="orphans:auto"><span style="text-transform:none"><span style="white-space:normal"><span style="widows:auto"><span style="word-spacing:0px"><span style="-webkit-text-size-adjust:auto"><span style="text-decoration:none"><span lang="EN-US" style="font-size:10.5pt"><span style="font-family:"Helvetica Neue""><span style="color:#4a4a4a">Relevant working experience with Docker and Kubernetes is a big plus</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></p>


JOB TYPE
Work Day: Full Time
Employment type: Permanent Job
Salary: Negotiable


JOB REQUIREMENTS
Minimal experience: No experience



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